ai-adv-lab/deepspeech.mxnet
A MXNet implementation of Baidu's DeepSpeech architecture
Implements configurable RNN/LSTM/GRU architectures with batch normalization and Warp CTC loss for speech-to-text models, enabling network composition through JSON configuration files without code modification. Integrates SoundFile for audio preprocessing and TensorBoard for training visualization, supporting both training from scratch and checkpoint-based model resumption on MXNet's computational graph.
No commits in the last 6 months.
Stars
83
Forks
33
Language
Python
License
Apache-2.0
Category
Last pushed
May 20, 2018
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/voice-ai/ai-adv-lab/deepspeech.mxnet"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
githubharald/CTCWordBeamSearch
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
githubharald/CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon...
nl8590687/ASRT_SpeechRecognition
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
athena-team/athena
an open-source implementation of sequence-to-sequence based speech processing engine
hirofumi0810/tensorflow_end2end_speech_recognition
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)