UniSpeech
speechbrain
UniSpeech | speechbrain | |
---|---|---|
1 | 26 | |
390 | 7,914 | |
1.3% | 2.8% | |
4.5 | 9.8 | |
about 1 month ago | 7 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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UniSpeech
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[D] What's stopping you from working on speech and voice?
- https://github.com/microsoft/UniSpeech
speechbrain
- SpeechBrain 1.0: A free and open-source AI toolkit for all things speech
- FLaNK Stack Weekly 22 January 2024
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[D] Training ASR model using SpeechBrain
You likely have a very broken sample in one of your batches. It looks like your training actually went through a few batches before it horked the error at you. A quick google shows a similar issue in the github repo: https://github.com/speechbrain/speechbrain/issues/649 .
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Whisper.cpp
https://github.com/ggerganov/whisper.cpp https://speechbrain.github.io/
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[D] What is the best open source text to speech model?
I don't know if it's the best, but Speechbrain is supposed to be state of the art.
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[D] What's stopping you from working on speech and voice?
- https://github.com/speechbrain/speechbrain
- Specific Voice recognition
- How to get high-quality, low-cost Speech-to-Text transcription?
- [D] Speech Enhancement SOTA
- Speaker diarization
What are some alternatives?
VBx - Variational Bayes HMM over x-vectors diarization
espnet - End-to-End Speech Processing Toolkit
voicefilter - Unofficial PyTorch implementation of Google AI's VoiceFilter system
pyannote-audio - Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
thunder-speech - A Hackable speech recognition library.
Resemblyzer - A python package to analyze and compare voices with deep learning
hifigan-denoiser - HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
ukrainian-onnx-model - An ONNX model for speech recognition of the Ukrainian language
ECAPA-TDNN - Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
SincNet - SincNet is a neural architecture for efficiently processing raw audio samples.
Kaldi Speech Recognition Toolkit - kaldi-asr/kaldi is the official location of the Kaldi project.
NeMo - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)