tharunats / speech-classifier-using-tensorflow

Speech Recognition using Tensorflow can recognize human voices and classify them.

Speech-Classifier-Using-Tensorflow

In this project I have classified Audio signals using both Convolutional Neural Networks and Recurrent Neural Networks. You can directly recreate the project by using jupyter notebooks.

For brief explanation please go through the Process document which explains detail steps about the project(Classifying Audio signals using Neural Networks) and which Neural networks work better.

The dataset can be collected from the link

https://www.kaggle.com/c/tensorflow-speech-recognition-challenge/data

At the end of code I have shown some intitution how this code works.

System dependencies: RAM : 13GB Run with GPU or else preprocessing will take lot of time.