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extraction of guitar tracks only #11

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jonnytracker opened this issue Nov 14, 2024 · 1 comment
Open

extraction of guitar tracks only #11

jonnytracker opened this issue Nov 14, 2024 · 1 comment
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enhancement New feature or request help wanted Extra attention is needed

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@jonnytracker
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extraction of guitar tracks only

@christian-byrne christian-byrne added the enhancement New feature or request label Jan 1, 2025
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christian-byrne commented Jan 1, 2025

If I see a model that can do this reliably, I will try to implement it. If someone has a suggestion please let me know.


This was my previous response to a related request but it might be outdated or incorrect now:

It is not currently possible with these nodes.

The model used by the audio separation node is Hybrid Demucs [Défossez, 2021] trained on both training and test sets of MUSDB-HQ [Rafii et al., 2019]. The model separates sounds into the categories of Bass, Drums, Other, and Vocals, which is standard (see Models Comparison).

The models that aim to separate arbitrary sounds (as opposed to predefined categories) are less consistent and come with many trade-offs. For that reason, I don't think it would be worth implementing any of them yet. Maybe I am wrong about that.

In any case, if you really need to separate piano, I'd suggest searching for query-based sound separation models like https://github.com/Audio-AGI/AudioSep

@christian-byrne christian-byrne added the help wanted Extra attention is needed label Jan 1, 2025
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