Conv-TasNet
asteroid
| Conv-TasNet | asteroid | |
|---|---|---|
| 2 | 2 | |
| 632 | 2,111 | |
| - | 1.7% | |
| 1.3 | 5.5 | |
| about 1 year ago | 23 days ago | |
| Python | Python | |
| MIT License | MIT License |
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Conv-TasNet
-
Conv-tasnet
The makefile in question is here: https://github.com/kaituoxu/Conv-TasNet/blob/master/tools/Makefile
asteroid
- Speech separation
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[D] Is it possible to extract certain sounds from a mixture of sounds and noise
Here is a link to a tutorial about that will teach you everything you need to know about source separation, from data, to losses, to commonly used model architectures. That tutorial is built around the nussl source separation library, but some other nice ones exist as well, such as asteroid.
What are some alternatives?
pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers
nussl - A flexible source separation library in Python
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
Wave-U-Net-for-Speech-Enhancement - Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.
espnet - End-to-End Speech Processing Toolkit
Speech-Separation-Paper-Tutorial - A must-read paper for speech separation based on neural networks
mmf - A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
voicefilter - Unofficial PyTorch implementation of Google AI's VoiceFilter system
demucs - Code for the paper Hybrid Spectrogram and Waveform Source Separation, but the goddamm motherfucker doesn't work.
mayavoz - Pytorch based speech enhancement toolkit.