ECAPA-TDNN
UniSpeech
| ECAPA-TDNN | UniSpeech | |
|---|---|---|
| 1 | 1 | |
| 529 | 390 | |
| - | 1.0% | |
| 1.0 | 4.5 | |
| 27 days ago | about 1 month ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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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.
UniSpeech
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[D] What's stopping you from working on speech and voice?
- https://github.com/microsoft/UniSpeech
What are some alternatives?
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.
VBx - Variational Bayes HMM over x-vectors diarization
retinaface - RetinaFace: Deep Face Detection Library for Python
speechbrain - A PyTorch-based Speech Toolkit
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)
voicefilter - Unofficial PyTorch implementation of Google AI's VoiceFilter system
thunder-speech - A Hackable speech recognition library.
SincNet - SincNet is a neural architecture for efficiently processing raw audio samples.
hifigan-denoiser - HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Kaldi Speech Recognition Toolkit - kaldi-asr/kaldi is the official location of the Kaldi project.