/ASR_CTC

Trained a model similar to DeepSpeech2 using CTC loss for ASR

Primary LanguageJupyter Notebook

#ASR_CTC

-- Project Status: [Completed]

Project Objective

The objective is to train a model similar to DeepSpeech2 on the LJSpeech Dataset and perform ASR using CTC loss.

Methods Used

  • Machine Learning
  • Data Pre-Processing
  • Data Visualization

Libraries

  • Keras
  • Jiwer
  • Matplotlib

Results:

The model gives a WER of 20%(num epochs:30)