Deprecated (16384): The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 73 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php. [CORE/src/Core/functions.php, line 311]Code Context
trigger_error($message, E_USER_DEPRECATED);
}
$message = 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 73 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php.' $stackFrame = (int) 1 $trace = [ (int) 0 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ServerRequest.php', 'line' => (int) 2421, 'function' => 'deprecationWarning', 'args' => [ (int) 0 => 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead.' ] ], (int) 1 => [ 'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php', 'line' => (int) 73, 'function' => 'offsetGet', 'class' => 'Cake\Http\ServerRequest', 'object' => object(Cake\Http\ServerRequest) {}, 'type' => '->', 'args' => [ (int) 0 => 'catslug' ] ], (int) 2 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Controller/Controller.php', 'line' => (int) 610, 'function' => 'printArticle', 'class' => 'App\Controller\ArtileDetailController', 'object' => object(App\Controller\ArtileDetailController) {}, 'type' => '->', 'args' => [] ], (int) 3 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php', 'line' => (int) 120, 'function' => 'invokeAction', 'class' => 'Cake\Controller\Controller', 'object' => object(App\Controller\ArtileDetailController) {}, 'type' => '->', 'args' => [] ], (int) 4 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php', 'line' => (int) 94, 'function' => '_invoke', 'class' => 'Cake\Http\ActionDispatcher', 'object' => object(Cake\Http\ActionDispatcher) {}, 'type' => '->', 'args' => [ (int) 0 => object(App\Controller\ArtileDetailController) {} ] ], (int) 5 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/BaseApplication.php', 'line' => (int) 235, 'function' => 'dispatch', 'class' => 'Cake\Http\ActionDispatcher', 'object' => object(Cake\Http\ActionDispatcher) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 6 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Http\BaseApplication', 'object' => object(App\Application) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 7 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/RoutingMiddleware.php', 'line' => (int) 162, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 8 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Routing\Middleware\RoutingMiddleware', 'object' => object(Cake\Routing\Middleware\RoutingMiddleware) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 9 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/AssetMiddleware.php', 'line' => (int) 88, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 10 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Routing\Middleware\AssetMiddleware', 'object' => object(Cake\Routing\Middleware\AssetMiddleware) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 11 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Middleware/ErrorHandlerMiddleware.php', 'line' => (int) 96, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 12 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Error\Middleware\ErrorHandlerMiddleware', 'object' => object(Cake\Error\Middleware\ErrorHandlerMiddleware) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 13 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 51, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 14 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Server.php', 'line' => (int) 98, 'function' => 'run', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\MiddlewareQueue) {}, (int) 1 => object(Cake\Http\ServerRequest) {}, (int) 2 => object(Cake\Http\Response) {} ] ], (int) 15 => [ 'file' => '/home/brlfuser/public_html/webroot/index.php', 'line' => (int) 39, 'function' => 'run', 'class' => 'Cake\Http\Server', 'object' => object(Cake\Http\Server) {}, 'type' => '->', 'args' => [] ] ] $frame = [ 'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php', 'line' => (int) 73, 'function' => 'offsetGet', 'class' => 'Cake\Http\ServerRequest', 'object' => object(Cake\Http\ServerRequest) { trustProxy => false [protected] params => [ [maximum depth reached] ] [protected] data => [[maximum depth reached]] [protected] query => [[maximum depth reached]] [protected] cookies => [[maximum depth reached]] [protected] _environment => [ [maximum depth reached] ] [protected] url => 'latest-news-updates/indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640/print' [protected] base => '' [protected] webroot => '/' [protected] here => '/latest-news-updates/indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640/print' [protected] trustedProxies => [[maximum depth reached]] [protected] _input => null [protected] _detectors => [ [maximum depth reached] ] [protected] _detectorCache => [ [maximum depth reached] ] [protected] stream => object(Zend\Diactoros\PhpInputStream) {} [protected] uri => object(Zend\Diactoros\Uri) {} [protected] session => object(Cake\Http\Session) {} [protected] attributes => [[maximum depth reached]] [protected] emulatedAttributes => [ [maximum depth reached] ] [protected] uploadedFiles => [[maximum depth reached]] [protected] protocol => null [protected] requestTarget => null [private] deprecatedProperties => [ [maximum depth reached] ] }, 'type' => '->', 'args' => [ (int) 0 => 'catslug' ] ]deprecationWarning - CORE/src/Core/functions.php, line 311 Cake\Http\ServerRequest::offsetGet() - CORE/src/Http/ServerRequest.php, line 2421 App\Controller\ArtileDetailController::printArticle() - APP/Controller/ArtileDetailController.php, line 73 Cake\Controller\Controller::invokeAction() - CORE/src/Controller/Controller.php, line 610 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 120 Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94 Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51 Cake\Http\Server::run() - CORE/src/Http/Server.php, line 98
Deprecated (16384): The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 74 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php. [CORE/src/Core/functions.php, line 311]Code Context
trigger_error($message, E_USER_DEPRECATED);
}
$message = 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 74 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php.' $stackFrame = (int) 1 $trace = [ (int) 0 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ServerRequest.php', 'line' => (int) 2421, 'function' => 'deprecationWarning', 'args' => [ (int) 0 => 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead.' ] ], (int) 1 => [ 'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php', 'line' => (int) 74, 'function' => 'offsetGet', 'class' => 'Cake\Http\ServerRequest', 'object' => object(Cake\Http\ServerRequest) {}, 'type' => '->', 'args' => [ (int) 0 => 'artileslug' ] ], (int) 2 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Controller/Controller.php', 'line' => (int) 610, 'function' => 'printArticle', 'class' => 'App\Controller\ArtileDetailController', 'object' => object(App\Controller\ArtileDetailController) {}, 'type' => '->', 'args' => [] ], (int) 3 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php', 'line' => (int) 120, 'function' => 'invokeAction', 'class' => 'Cake\Controller\Controller', 'object' => object(App\Controller\ArtileDetailController) {}, 'type' => '->', 'args' => [] ], (int) 4 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php', 'line' => (int) 94, 'function' => '_invoke', 'class' => 'Cake\Http\ActionDispatcher', 'object' => object(Cake\Http\ActionDispatcher) {}, 'type' => '->', 'args' => [ (int) 0 => object(App\Controller\ArtileDetailController) {} ] ], (int) 5 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/BaseApplication.php', 'line' => (int) 235, 'function' => 'dispatch', 'class' => 'Cake\Http\ActionDispatcher', 'object' => object(Cake\Http\ActionDispatcher) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 6 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Http\BaseApplication', 'object' => object(App\Application) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 7 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/RoutingMiddleware.php', 'line' => (int) 162, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 8 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Routing\Middleware\RoutingMiddleware', 'object' => object(Cake\Routing\Middleware\RoutingMiddleware) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 9 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/AssetMiddleware.php', 'line' => (int) 88, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 10 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Routing\Middleware\AssetMiddleware', 'object' => object(Cake\Routing\Middleware\AssetMiddleware) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 11 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Middleware/ErrorHandlerMiddleware.php', 'line' => (int) 96, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 12 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 65, 'function' => '__invoke', 'class' => 'Cake\Error\Middleware\ErrorHandlerMiddleware', 'object' => object(Cake\Error\Middleware\ErrorHandlerMiddleware) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {}, (int) 2 => object(Cake\Http\Runner) {} ] ], (int) 13 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php', 'line' => (int) 51, 'function' => '__invoke', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\ServerRequest) {}, (int) 1 => object(Cake\Http\Response) {} ] ], (int) 14 => [ 'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Server.php', 'line' => (int) 98, 'function' => 'run', 'class' => 'Cake\Http\Runner', 'object' => object(Cake\Http\Runner) {}, 'type' => '->', 'args' => [ (int) 0 => object(Cake\Http\MiddlewareQueue) {}, (int) 1 => object(Cake\Http\ServerRequest) {}, (int) 2 => object(Cake\Http\Response) {} ] ], (int) 15 => [ 'file' => '/home/brlfuser/public_html/webroot/index.php', 'line' => (int) 39, 'function' => 'run', 'class' => 'Cake\Http\Server', 'object' => object(Cake\Http\Server) {}, 'type' => '->', 'args' => [] ] ] $frame = [ 'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php', 'line' => (int) 74, 'function' => 'offsetGet', 'class' => 'Cake\Http\ServerRequest', 'object' => object(Cake\Http\ServerRequest) { trustProxy => false [protected] params => [ [maximum depth reached] ] [protected] data => [[maximum depth reached]] [protected] query => [[maximum depth reached]] [protected] cookies => [[maximum depth reached]] [protected] _environment => [ [maximum depth reached] ] [protected] url => 'latest-news-updates/indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640/print' [protected] base => '' [protected] webroot => '/' [protected] here => '/latest-news-updates/indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640/print' [protected] trustedProxies => [[maximum depth reached]] [protected] _input => null [protected] _detectors => [ [maximum depth reached] ] [protected] _detectorCache => [ [maximum depth reached] ] [protected] stream => object(Zend\Diactoros\PhpInputStream) {} [protected] uri => object(Zend\Diactoros\Uri) {} [protected] session => object(Cake\Http\Session) {} [protected] attributes => [[maximum depth reached]] [protected] emulatedAttributes => [ [maximum depth reached] ] [protected] uploadedFiles => [[maximum depth reached]] [protected] protocol => null [protected] requestTarget => null [private] deprecatedProperties => [ [maximum depth reached] ] }, 'type' => '->', 'args' => [ (int) 0 => 'artileslug' ] ]deprecationWarning - CORE/src/Core/functions.php, line 311 Cake\Http\ServerRequest::offsetGet() - CORE/src/Http/ServerRequest.php, line 2421 App\Controller\ArtileDetailController::printArticle() - APP/Controller/ArtileDetailController.php, line 74 Cake\Controller\Controller::invokeAction() - CORE/src/Controller/Controller.php, line 610 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 120 Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94 Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51 Cake\Http\Server::run() - CORE/src/Http/Server.php, line 98
Warning (512): Unable to emit headers. Headers sent in file=/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php line=853 [CORE/src/Http/ResponseEmitter.php, line 48]Code Contextif (Configure::read('debug')) {
trigger_error($message, E_USER_WARNING);
} else {
$response = object(Cake\Http\Response) { 'status' => (int) 200, 'contentType' => 'text/html', 'headers' => [ 'Content-Type' => [ [maximum depth reached] ] ], 'file' => null, 'fileRange' => [], 'cookies' => object(Cake\Http\Cookie\CookieCollection) {}, 'cacheDirectives' => [], 'body' => '<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> <html xmlns="http://www.w3.org/1999/xhtml"> <head> <link rel="canonical" href="https://im4change.in/<pre class="cake-error"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-trace').style.display = (document.getElementById('cakeErr68116514b3bfc-trace').style.display == 'none' ? '' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr68116514b3bfc-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-code').style.display = (document.getElementById('cakeErr68116514b3bfc-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-context').style.display = (document.getElementById('cakeErr68116514b3bfc-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr68116514b3bfc-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700"><</span><span style="color: #0000BB">head</span><span style="color: #007700">> </span></span></code> <span class="code-highlight"><code><span style="color: #000000"> <link rel="canonical" href="<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">); </span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">category</span><span style="color: #007700">-></span><span style="color: #0000BB">slug</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>/<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">seo_url</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>.html"/> </span></code></span> <code><span style="color: #000000"><span style="color: #0000BB"> </span><span style="color: #007700"><</span><span style="color: #0000BB">meta http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type" </span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html; charset=utf-8"</span><span style="color: #007700">/> </span></span></code></pre><pre id="cakeErr68116514b3bfc-context" class="cake-context" style="display: none;">$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /> <br /> </div>', 'credit_writer' => 'The Economic Times, 2 December, 2010, http://economictimes.indiatimes.com/tech/ites/Indian-professors-developing-authentication-system-through-speech-recognition/articleshow/7025697.cms', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4640, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 4549, 'metaTitle' => 'LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'metaKeywords' => 'NREGS', 'metaDesc' => ' Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...', 'disp' => '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /><br /><font >&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /><br /><font >&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /><br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /> <br /> </div>', 'credit_writer' => 'The Economic Times, 2 December, 2010, http://economictimes.indiatimes.com/tech/ites/Indian-professors-developing-authentication-system-through-speech-recognition/articleshow/7025697.cms', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4640, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ (int) 0 => object(Cake\ORM\Entity) {} ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ '*' => true, 'id' => false ], '[dirty]' => [], '[original]' => [], '[virtual]' => [], '[hasErrors]' => false, '[errors]' => [], '[invalid]' => [], '[repository]' => 'Articles' } $articleid = (int) 4549 $metaTitle = 'LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta' $metaKeywords = 'NREGS' $metaDesc = ' Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...' $disp = '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /><br /><font >&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /><br /><font >&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /><br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8 Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413 Cake\View\View::_render() - CORE/src/View/View.php, line 1374 Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927 Cake\View\View::render() - CORE/src/View/View.php, line 885 Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126 Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94 Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51</pre></div></pre>latest-news-updates/indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640.html"/> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css" media="all"/> <title>LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta | Im4change.org</title> <meta name="description" content=" Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. 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Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said.</font><br /><br /><font >“Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.”</font><br /><br /><font >“Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. </font><br /><br /></div> </font> </td> </tr> <tr> <td> </td> </tr> <tr> <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> </table></body> </html>' } $maxBufferLength = (int) 8192 $file = '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php' $line = (int) 853 $message = 'Unable to emit headers. Headers sent in file=/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php line=853'Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 48 Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141 [main] - ROOT/webroot/index.php, line 39
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'' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr68116514b3bfc-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-code').style.display = (document.getElementById('cakeErr68116514b3bfc-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-context').style.display = (document.getElementById('cakeErr68116514b3bfc-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr68116514b3bfc-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700"><</span><span style="color: #0000BB">head</span><span style="color: #007700">> </span></span></code> <span class="code-highlight"><code><span style="color: #000000"> <link rel="canonical" href="<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">); </span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">category</span><span style="color: #007700">-></span><span style="color: #0000BB">slug</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>/<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">seo_url</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>.html"/> </span></code></span> <code><span style="color: #000000"><span style="color: #0000BB"> </span><span style="color: #007700"><</span><span style="color: #0000BB">meta http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type" </span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html; charset=utf-8"</span><span style="color: #007700">/> </span></span></code></pre><pre id="cakeErr68116514b3bfc-context" class="cake-context" style="display: none;">$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /> <br /> </div>', 'credit_writer' => 'The Economic Times, 2 December, 2010, http://economictimes.indiatimes.com/tech/ites/Indian-professors-developing-authentication-system-through-speech-recognition/articleshow/7025697.cms', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4640, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 4549, 'metaTitle' => 'LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'metaKeywords' => 'NREGS', 'metaDesc' => ' Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...', 'disp' => '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /><br /><font >&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /><br /><font >&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /><br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. 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We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. 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Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...' $disp = '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /><br /><font >&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /><br /><font >&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /><br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8 Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413 Cake\View\View::_render() - CORE/src/View/View.php, line 1374 Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927 Cake\View\View::render() - CORE/src/View/View.php, line 885 Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126 Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94 Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51</pre></div></pre>latest-news-updates/indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640.html"/> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css" media="all"/> <title>LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta | Im4change.org</title> <meta name="description" content=" Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario..."/> <script src="https://im4change.in/js/jquery-1.10.2.js"></script> <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script> <script language="javascript" type="text/javascript"> $(document).ready(function () { var img = $("img")[0]; // Get my img elem var pic_real_width, pic_real_height; $("<img/>") // Make in memory copy of image to avoid css issues .attr("src", $(img).attr("src")) .load(function () { pic_real_width = this.width; // Note: $(this).width() will not pic_real_height = this.height; // work for in memory images. }); }); </script> <style type="text/css"> @media screen { div.divFooter { display: block; } } @media print { .printbutton { display: none !important; } } </style> </head> <body> <table cellpadding="0" cellspacing="0" border="0" width="98%" align="center"> <tr> <td class="top_bg"> <div class="divFooter"> <img src="https://im4change.in/images/logo1.jpg" height="59" border="0" alt="Resource centre on India's rural distress" style="padding-top:14px;"/> </div> </td> </tr> <tr> <td id="topspace"> </td> </tr> <tr id="topspace"> <td> </td> </tr> <tr> <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> <tr> <td width="100%"> <h1 class="news_headlines" style="font-style:normal"> <strong>Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta</strong></h1> </td> </tr> <tr> <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3"> <font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said.</font><br /><br /><font >“Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.”</font><br /><br /><font >“Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. </font><br /><br /></div> </font> </td> </tr> <tr> <td> </td> </tr> <tr> <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> </table></body> </html>' } $reasonPhrase = 'OK'header - [internal], line ?? Cake\Http\ResponseEmitter::emitStatusLine() - CORE/src/Http/ResponseEmitter.php, line 148 Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 54 Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141 [main] - ROOT/webroot/index.php, line 39
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$response = object(Cake\Http\Response) { 'status' => (int) 200, 'contentType' => 'text/html', 'headers' => [ 'Content-Type' => [ [maximum depth reached] ] ], 'file' => null, 'fileRange' => [], 'cookies' => object(Cake\Http\Cookie\CookieCollection) {}, 'cacheDirectives' => [], 'body' => '<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> <html xmlns="http://www.w3.org/1999/xhtml"> <head> <link rel="canonical" href="https://im4change.in/<pre class="cake-error"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-trace').style.display = (document.getElementById('cakeErr68116514b3bfc-trace').style.display == 'none' ? '' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr68116514b3bfc-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-code').style.display = (document.getElementById('cakeErr68116514b3bfc-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr68116514b3bfc-context').style.display = (document.getElementById('cakeErr68116514b3bfc-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr68116514b3bfc-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700"><</span><span style="color: #0000BB">head</span><span style="color: #007700">> </span></span></code> <span class="code-highlight"><code><span style="color: #000000"> <link rel="canonical" href="<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">); </span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">category</span><span style="color: #007700">-></span><span style="color: #0000BB">slug</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>/<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">seo_url</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>.html"/> </span></code></span> <code><span style="color: #000000"><span style="color: #0000BB"> </span><span style="color: #007700"><</span><span style="color: #0000BB">meta http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type" </span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html; charset=utf-8"</span><span style="color: #007700">/> </span></span></code></pre><pre id="cakeErr68116514b3bfc-context" class="cake-context" style="display: none;">$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /> <br /> </div>', 'credit_writer' => 'The Economic Times, 2 December, 2010, http://economictimes.indiatimes.com/tech/ites/Indian-professors-developing-authentication-system-through-speech-recognition/articleshow/7025697.cms', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4640, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 4549, 'metaTitle' => 'LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'metaKeywords' => 'NREGS', 'metaDesc' => ' Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...', 'disp' => '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /><br /><font >&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /><br /><font >&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /><br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /> <br /> </div>', 'credit_writer' => 'The Economic Times, 2 December, 2010, http://economictimes.indiatimes.com/tech/ites/Indian-professors-developing-authentication-system-through-speech-recognition/articleshow/7025697.cms', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4640, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ (int) 0 => object(Cake\ORM\Entity) {} ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ '*' => true, 'id' => false ], '[dirty]' => [], '[original]' => [], '[virtual]' => [], '[hasErrors]' => false, '[errors]' => [], '[invalid]' => [], '[repository]' => 'Articles' } $articleid = (int) 4549 $metaTitle = 'LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta' $metaKeywords = 'NREGS' $metaDesc = ' Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...' $disp = '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it&rsquo;s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password &mdash; irrespective of the language you speak. And when launched, it is likely to work in all environments &mdash; offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. &ldquo;We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,&rdquo; says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. &ldquo;The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,&rdquo; the professor said.</font><br /><br /><font >&ldquo;Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person&rsquo;s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,&rdquo; said Dr Rohit Sinha, who&rsquo;s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: &ldquo;Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.&rdquo;</font><br /><br /><font >&ldquo;Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,&rdquo; said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: &ldquo;That the team is working towards making it fake proof.&rdquo; Voice, he argues, is also the biometric feature of an individual and can&rsquo;t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person &mdash; enough for the system to keep the crooks at bay. </font><br /><br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8 Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413 Cake\View\View::_render() - CORE/src/View/View.php, line 1374 Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927 Cake\View\View::render() - CORE/src/View/View.php, line 885 Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126 Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94 Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 88 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96 Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65 Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51</pre></div></pre>latest-news-updates/indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640.html"/> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css" media="all"/> <title>LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta | Im4change.org</title> <meta name="description" content=" Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario..."/> <script src="https://im4change.in/js/jquery-1.10.2.js"></script> <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script> <script language="javascript" type="text/javascript"> $(document).ready(function () { var img = $("img")[0]; // Get my img elem var pic_real_width, pic_real_height; $("<img/>") // Make in memory copy of image to avoid css issues .attr("src", $(img).attr("src")) .load(function () { pic_real_width = this.width; // Note: $(this).width() will not pic_real_height = this.height; // work for in memory images. }); }); </script> <style type="text/css"> @media screen { div.divFooter { display: block; } } @media print { .printbutton { display: none !important; } } </style> </head> <body> <table cellpadding="0" cellspacing="0" border="0" width="98%" align="center"> <tr> <td class="top_bg"> <div class="divFooter"> <img src="https://im4change.in/images/logo1.jpg" height="59" border="0" alt="Resource centre on India's rural distress" style="padding-top:14px;"/> </div> </td> </tr> <tr> <td id="topspace"> </td> </tr> <tr id="topspace"> <td> </td> </tr> <tr> <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> <tr> <td width="100%"> <h1 class="news_headlines" style="font-style:normal"> <strong>Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta</strong></h1> </td> </tr> <tr> <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3"> <font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said.</font><br /><br /><font >“Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.”</font><br /><br /><font >“Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. </font><br /><br /></div> </font> </td> </tr> <tr> <td> </td> </tr> <tr> <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> </table></body> </html>' } $cookies = [] $values = [ (int) 0 => 'text/html; charset=UTF-8' ] $name = 'Content-Type' $first = true $value = 'text/html; charset=UTF-8'header - [internal], line ?? Cake\Http\ResponseEmitter::emitHeaders() - CORE/src/Http/ResponseEmitter.php, line 181 Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 55 Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141 [main] - ROOT/webroot/index.php, line 39
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$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">“Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.”</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">“Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. </font><br /> <br /> </div>', 'credit_writer' => 'The Economic Times, 2 December, 2010, http://economictimes.indiatimes.com/tech/ites/Indian-professors-developing-authentication-system-through-speech-recognition/articleshow/7025697.cms', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4640, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 4549, 'metaTitle' => 'LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'metaKeywords' => 'NREGS', 'metaDesc' => ' Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...', 'disp' => '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said.</font><br /><br /><font >“Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.”</font><br /><br /><font >“Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. </font><br /><br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 4549, 'title' => 'Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta', 'subheading' => '', 'description' => '<font face="arial,helvetica,sans-serif" size="3"><br /> </font> <div align="justify"> <em><font face="arial,helvetica,sans-serif" size="3">Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /> </em><br /> <font face="arial,helvetica,sans-serif" size="3">If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">“Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.”</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">“Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar.</font><br /> <br /> <font face="arial,helvetica,sans-serif" size="3">Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. </font><br /> <br /> </div>', 'credit_writer' => 'The Economic Times, 2 December, 2010, http://economictimes.indiatimes.com/tech/ites/Indian-professors-developing-authentication-system-through-speech-recognition/articleshow/7025697.cms', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'indian-professors-developing-authentication-system-through-speech-recognition-by-bikash-singh-debjoy-sengupta-4640', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4640, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ (int) 0 => object(Cake\ORM\Entity) {} ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ '*' => true, 'id' => false ], '[dirty]' => [], '[original]' => [], '[virtual]' => [], '[hasErrors]' => false, '[errors]' => [], '[invalid]' => [], '[repository]' => 'Articles' } $articleid = (int) 4549 $metaTitle = 'LATEST NEWS UPDATES | Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta' $metaKeywords = 'NREGS' $metaDesc = ' Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day. Scenario...' $disp = '<font ><br /></font><div align="justify"><em><font >Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.</font><br /><br /><font >Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises.</font><br /></em><br /><font >If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method .</font><br /><br /><font >Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM.</font><br /><br /><font >By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G).</font><br /><br /><font >Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology.</font><br /><br /><font >He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said.</font><br /><br /><font >“Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice.</font><br /><br /><font >Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati.</font><br /><br /><font >The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English.</font><br /><br /><font >It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform.</font><br /><br /><font >But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.”</font><br /><br /><font >“Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar.</font><br /><br /><font >Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. </font><br /><br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'
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Indian professors developing authentication system through speech recognition by Bikash Singh & Debjoy Sengupta |
Scenario I: An illiterate person walks into an ATM, utters his password in Bhojpuri to withdraw money. Or a labourer working under the National Rural Employment Guarantee Act (NREGA) speaks his voice signature to mark his attendance for the day.
Scenario II: The door at a top-secret Indian defence establishment open son a voice recognition system that allows only certain officials access to the premises. If you think this is stuff out of movies, think again. A team of Indian professors is developing a person authentication system based on the speech verification method . Simply put, it’s a solution that can be retrofitted into any password authentication system and will recognise your voice as a password — irrespective of the language you speak. And when launched, it is likely to work in all environments — offices, railway stations, airports or at an ATM. By 2011 a pilot project will be rolled out with commercial use expected the year after. “We have been approached by a few companies to use the system in industrial environments as well as for its commercial production,” says Dr SR Mahadeva Prasanna, associate professor at the department of electronics and communication engineering at Indian Institute of Technology-Guwahati (IIT-G). Prasanna leads an eight-member team which is working on the project, being funded by the department of science and technology. He, however, says the underlying concept is not entirely new but the challenge is that available systems only recognise English, that too with UK or US accents. “The real challenges are to make the system Indian-language compatible and fail or fraud proof. Plus, it will have to support different accents of Hindi as well as Indian English. It will also have to work perfectly well in noisy environments,” the professor said. “Indian office environments are different from that in the UK or the US. An Indian office almost is always noisy. So are places like railway stations, airports or even some ATMs, for that matter. The system being developed will cut out background noise and capture only the voice. Morever, a person’s voice may vary and it can be different due to reasons including cold or a choked throat. We are now busy making sure that the system can handle such voice deviations and yet be fail-proof,” said Dr Rohit Sinha, who’s also working with the professor on the project and is an assistant professor at IIT-Guwahati. The authentication system has a speech processing security application that can be used in e-commerce platforms apart from in high-security areas. The system has been tested on a group of 100 individuals speaking a mix of some 11 languages as well as different accents of Hindi and English. It has also been tested through various voice input systems like headphones, tablet PCs, microphones, headphones and digital voice recorders in uncontrolled environments. The sample size was recently raised to 200 and the number of languages to 18. Plus, the system was tested on a mobile phone platform. But there are sceptics. Mr Nitin Khanapurkar, executive director at KPMG and a specialist in IT and ITeS, says: “Such voice-based authentication system has not been much successful in the past. A voice can be faked much easily than any other standard biometric impressions like iris and thumb imprint. Additionally, voice modulation varies with climate and the surrounding environments making it difficult for such systems to function properly.” “Such systems can at most be used as a supplementary or complimentary authentication system. Difficulty in India is manifold with many accents of the same language as well as large number of languages,” said Mr Khanapurkar. Dr Prasanna, however, said: “That the team is working towards making it fake proof.” Voice, he argues, is also the biometric feature of an individual and can’t be same for two persons, hence is largely fake- proof. According to Mr Prasanna, some parts of the voice of a fraudster will differ from that of the original person — enough for the system to keep the crooks at bay. |