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Easy Kaldi

Description

A collection of scripts based on Kaldi for speech recognition, diarization & language modeling

Speech Recognition asr

    1. Data prep
    1. Lexicon generation
    1. Grammar generation (pocolm & srilm)
    1. Feature extraction
    1. HMM-GMM training
    1. Data augmentation (speed, volume, reverb, music, noise, babble)
    1. Embedding (i-vector, x-vector)
    1. DNN training
    1. RNNLM training
    1. Rescoring

Diarization diarization

    1. i-vector (LIUM)
    1. x-vector (Kaldi)

Installation

Dependencies

  • depends on: Kaldi & slgasr
  • Refer to respective projects for install info

Free Datasets

Pretrained models

License

GPL

Authors

(c) 2020 Sylvain Le Groux slegroux@ccrma.stanford.edu

About

Resources for easily building ASR systems with Kaldi

slegroux.github.io/slgKaldi

Topics

speech-recognition kaldi asr diarization

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