gujarati_speech_recognition

KO | EN

gitlite — search

#javascript #hacktoberfest #ai #typescript #android #linux #docker #macos #awesome #kubernetes #vue #pytorch #openai #open-source

gujarati_speech_recognition

(★ 22)

Offline speech recognition for Gujarati Language.

gujarati_speech_recognition 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

## This is DeepSpeech speech recognition model for gujarati.
Gujarati is native language to the Indian state of Gujarat sopken by around 60 million people. It's 6th most widely spoken language of India and 26th most widely spoken language in the world.
This is the first speech recognition model for Gujarati Language. Model is trained using deepspeech mozilla framework and currenty achieves 8.7% WER (Word Error Rate).

### Requirements ###
* To Use speech recognition engine you need to have python 3.7 or below installed on your system. 
`pip install requirements.txt`

### Use ###
Using Command line inference is plain and simple.
Note that here we are using sample demo.wav file as input.
```buildoutcfg  
deepspeech --model gu_model/output_graph.pb --alphabet gu_model/alphabet.txt --lm gu_model/lm.binary   --trie gu_model/trie --audio demo.wav 
```
Using gui.py file, you can interact with Speech Recognizer GUI.
Check your mic first and then Select speech model.

## Acoustic Model
Speech Database has been created from the multiple sources like: Audiobooks, YouTube Audios etc.

## Language model contribution
lm.binary file is generate from web scrapping scrips of Gujarati wikipedia and gujarati news/blogs sites.
Contact me if you want entire corpus.

## What's next
* WER Improvement
* Language model enhancement.

gujarati_speech_recognition

gujarati_speech_recognition 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

gujarati_speech_recognition

gujarati_speech_recognition 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README