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bol

Speech Recognition Library for Indic Languages

Installation (Currently in Alpha)


sudo apt-get install sox libsox-fmt-mp3 libsndfile1

pip install --upgrade bol-library==0.1.8

Do Speech Recognition in 3 lines of code

Usage:

from bol.models import load_model

model = load_model('hi-ts')

text = model.predict('/home/harveen/bol/dev/long/virat.wav')   

Output:

मेरा नाम विराट कोहली है 

Model Zoo

Proudly hosted on HuggingFace Datasets

Unique Code Language Code Backend Algo Language provider LM Support CPU GPU
hi-ts hi-IN torchscript wav2vec2 Hindi vakyansh_ekstep ✖️ ✔️ ✖️
bn-ts bn-IN torchscript wav2vec2 Bengali vakyansh_ekstep ✖️ ✔️ ✖️
gn-ts gn-IN torchscript wav2vec2 Gujarati vakyansh_ekstep ✖️ ✔️ ✖️
en-in-ts en-IN torchscript wav2vec2 Indian English vakyansh_ekstep ✖️ ✔️ ✖️
kn-ts kn-IN torchscript wav2vec2 Kannada vakyansh_ekstep ✖️ ✔️ ✖️
ne-ts ne-IN torchscript wav2vec2 Nepali vakyansh_ekstep ✖️ ✔️ ✖️
ta-ts ta-IN torchscript wav2vec2 Tamil vakyansh_ekstep ✖️ ✔️ ✖️
te-ts te-IN torchscript wav2vec2 Telugu vakyansh_ekstep ✖️ ✔️ ✖️
hi-vakyansh hi-IN fairseq wav2vec2 Hindi vakyansh_ekstep ✔️ ✔️ ✔️
bn-vakyansh bn-IN fairseq wav2vec2 Bengali vakyansh_ekstep ✔️ ✔️ ✔️
en-vakyansh en-IN fairseq wav2vec2 English vakyansh_ekstep ✔️ ✔️ ✔️
gu-vakyansh gu-IN fairseq wav2vec2 Gujarati vakyansh_ekstep ✔️ ✔️ ✔️
kn-vakyansh kn-IN fairseq wav2vec2 Kannada vakyansh_ekstep ✔️ ✔️ ✔️
ne-vakyansh ne-IN fairseq wav2vec2 Nepali vakyansh_ekstep ✔️ ✔️ ✔️
ta-vakyansh ta-IN fairseq wav2vec2 Tamil vakyansh_ekstep ✔️ ✔️ ✔️
te-vakyansh te-IN fairseq wav2vec2 Telugu vakyansh_ekstep ✔️ ✔️ ✔️

Project Vision

  1. Have state of the art speech recognition models for all the indic languages with or without language model

  2. Provide High Performance Inference Pipelines for various backbones.

  3. Provide Inference Pipeline for Speech Translation, Speech to Text Translation, Multilingual ASR

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Open Source Speech Inferencing Libary for Indic Languages

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