niteya-shah / Gujarati-Automatic-Speech-Recognition

Speech to text for Gujarati Language

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Automatic Speech Recognition for Gujarati Language

Code to Train a Model for gujarati text to speech using the Microsoft Research Open Data

https://msropendata.com/datasets/7230b4b1-912d-400e-be58-f84e0512985e

This Model can be used to recognize any language as long the necessary changes are made to Corpora.py file.

MOST OF THE DIRECTORY LINKS ARE ABSOLUTE TO MY COMPUTER AND NEED TO BE CHANGED

Setup

Ensure that the Following File Structure is present

-Root

---gu-in-Test

-------/transcription.csv

-------/Audios

---gu-in-Train

-------/Audios

-------/transcription.csv

Initialize


python read_dataset.py

Training

python model_train.py

Testing


python test_model.py

License

MIT

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Speech to text for Gujarati Language


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