mss-thesis
Pytorch implementation of MDensenet and sparse NMF. Made for my undergraduate thesis "Music Source Separation with Supervised Learning Methods". (by georgetz15)
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 (by kuielab)
Our great sponsors
| mss-thesis | mdx-net | |
|---|---|---|
| 1 | 3 | |
| 9 | 156 | |
| - | 0.0% | |
| 0.0 | 0.0 | |
| about 3 years ago | about 1 year ago | |
| Python | Python | |
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mss-thesis
Posts with mentions or reviews of mss-thesis.
We have used some of these posts to build our list of alternatives
and similar projects.
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Project Idea For DSP and entry level Machine Learning
Shameless plug of my thesis’ source code :) : https://github.com/georgetz15/mss-thesis
mdx-net
Posts with mentions or reviews of mdx-net.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-11.
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Ultimate Vocal Remover is "holy sh*t" level good
UVR does include support for demucs (including the latest version, v4); however, the model that OP is recommending is mdx-net, which is a completely different AI model. mdx-net can produce superior vocal stems, but it can separate into only two stems (vocals, other).
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(NameError: name 'trainer' is not defined) when i try to run auto_lr_find
The only thing i changed was auto_lr_find: False i set it to : True , here https://github.com/kuielab/mdx-net/blob/main/configs/trainer/minimal.yaml
What are some alternatives?
When comparing mss-thesis and mdx-net you can also consider the following projects:
nussl - A flexible source separation library in Python
demucs - Code for the paper Hybrid Spectrogram and Waveform Source Separation, but the goddamm motherfucker doesn't work.
unmixer - Create and explore isolated tracks from music files
ultimatevocalremovergui - GUI for a Vocal Remover that uses Deep Neural Networks.
Pointnet2_PyTorch - PyTorch implementation of Pointnet2/Pointnet++
stemroller - Isolate vocals, drums, bass, and other instrumental stems from any song
spleeter - Deezer source separation library including pretrained models.
nn-template - Generic template to bootstrap your PyTorch project.
lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡