UniSpeech
ECAPA-TDNN
| UniSpeech | ECAPA-TDNN | |
|---|---|---|
| 1 | 1 | |
| 390 | 531 | |
| 1.3% | - | |
| 4.5 | 1.0 | |
| about 1 month ago | 30 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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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
ECAPA-TDNN
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Using Edge Biometrics For Better AI Security System Development
The previous model with Jasper architecture was not able to verify the recordings of the same person taken from different microphones. So we solved this problem by using ECAPA-TDNN architecture, which was trained on VoxCeleb2 dataset from the SpeechBrain framework which did a better job at verifying employees.
What are some alternatives?
VBx - Variational Bayes HMM over x-vectors diarization
uis-rnn - This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
speechbrain - A PyTorch-based Speech Toolkit
retinaface - RetinaFace: Deep Face Detection Library for Python
voicefilter - Unofficial PyTorch implementation of Google AI's VoiceFilter system
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)
thunder-speech - A Hackable speech recognition library.
hifigan-denoiser - HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
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.