The problem TalkGPT solves

Embed speech recognition and voice command features to enhance user experience on the web. TalkGPT generates answers to your voice commands, moreover, you can navigate anywhere on your site using the

navigate to <section>

command. Also you can authenticate yourself using your voice command, no need to remember any password.

Challenges we ran into

After successfully training the model for voice authentication, the major challenge we face was to integrate it with our web-based project. The audio sample of the training dataset and audio generated by the user through the browser has a vast difference. Audio generated by the user contains lots of background noise and also it is unclear as it is recorded with the default microphone. Ultimately we decided to predict only over a finite set of test data, but the model could be used if we further progress into the same project and try to process user-generated voice audio files.