voicefilter
asteroid
| voicefilter | asteroid | |
|---|---|---|
| 1 | 2 | |
| 1,035 | 2,124 | |
| 1.4% | 2.3% | |
| 0.0 | 5.5 | |
| 3 months ago | about 1 month ago | |
| Python | Python | |
| - | MIT License |
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voicefilter
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What does width mean in this context? I can't find it anywhere. It's not stride because it would be in compatible with the dilation rate in layer 4. Any ideas? This is from the VoiceFilter paper
Here's the link: https://github.com/mindslab-ai/voicefilter/blob/master/model/model.py
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?
UniSpeech - UniSpeech - Large Scale Self-Supervised Learning for Speech
nussl - A flexible source separation library in Python
speechbrain - A PyTorch-based Speech Toolkit
Conv-TasNet - A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).
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)
mayavoz - Pytorch based speech enhancement toolkit.
huggingface_hub - The official Python client for the Huggingface Hub.