DNN-Speech-Recognizer

The Project includes the building of the speech recognition model for recognising the english speech and predict french text from spoken words.

Content of project

The project includes different Machine Learning models and comparisons bettween them and different technique for improving the models.

• Models in the project :

  1. RNN
  2. RNN + TimeDistributed Dense
  3. CNN + RNN + TimeDistributed Dense
  4. Deeper RNN + TimeDistributed Dense
  5. Bidirectional RNN + TimeDistributed Dense
  6. Final Model

• Comparing the models

  

• building the my final model