dspavankumar/keras-kaldi
Keras Interface for Kaldi ASR
Bridges Kaldi ASR pipelines with Keras neural networks by directly consuming Kaldi data/alignment directories and outputting results in Kaldi format. Supports DNNs and LSTMs with configurable architectures, mini-batch training via custom data generators, and converts trained models to Kaldi's nnet3 format. Uses SGD with momentum and adaptive learning rate scheduling, demonstrated on TIMIT and WSJ corpora.
122 stars. No commits in the last 6 months.
Stars
122
Forks
42
Language
Python
License
GPL-3.0
Category
Last pushed
Sep 27, 2017
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/voice-ai/dspavankumar/keras-kaldi"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
daanzu/kaldi-active-grammar
Python Kaldi speech recognition with grammars that can be set active/inactive dynamically at decode-time
nttcslab-sp/kaldiio
A pure python module for reading and writing kaldi ark files
gooofy/py-kaldi-asr
Some simple wrappers around kaldi-asr intended to make using kaldi's (online) decoders as...
pykaldi/pykaldi
A Python wrapper for Kaldi
scarletcho/KoLM
Korean text normalization and language preparation package for LM in Kaldi-based ASR system