Conv-TasNet VS demucs

Compare Conv-TasNet vs demucs and see what are their differences.

Conv-TasNet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT). (by kaituoxu)

demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation, but the goddamm motherfucker doesn't work. (by facebookresearch)
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Conv-TasNet demucs
2 108
632 7,672
- 1.2%
1.3 5.4
about 1 year ago 8 days ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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Conv-TasNet

Posts with mentions or reviews of Conv-TasNet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-08.
  • Conv-tasnet
    3 projects | /r/learnpython | 8 Apr 2021
    The makefile in question is here: https://github.com/kaituoxu/Conv-TasNet/blob/master/tools/Makefile

demucs

Posts with mentions or reviews of demucs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-02.

What are some alternatives?

When comparing Conv-TasNet and demucs you can also consider the following projects:

pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers

mdx-net - KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021

Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time

spleeter-web - Self-hostable web app for isolating the vocal, accompaniment, bass, and drums of any song. Supports Spleeter, D3Net, Demucs, Tasnet, X-UMX. Built with React and Django.

asteroid - The PyTorch-based audio source separation toolkit for researchers

Demucs-Gui - A GUI for music separation project demucs

espnet - End-to-End Speech Processing Toolkit

spleeter - Deezer source separation library including pretrained models.

nussl - A flexible source separation library in Python

SpleeterGui - Windows desktop front end for Spleeter - AI source separation

voicefilter - Unofficial PyTorch implementation of Google AI's VoiceFilter system

ultimatevocalremovergui - GUI for a Vocal Remover that uses Deep Neural Networks.