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Here's the most impressive results I've seen for automated guitar transcription: High-resolution guitar transcription via domain adaptation Demo Videos: https
by rrherr 2y ago
Here's the most impressive results I've seen for automated guitar transcription:
High-resolution guitar transcription via domain adaptation
Demo Videos: https://xavriley.github.io/HighResolutionGuitarTranscription/ https://xavriley.github.io/HighResolutionGuitarTranscription...
Paper: https://arxiv.org/abs/2402.15258 https://arxiv.org/abs/2402.15258
> We propose the use of a high-resolution piano transcription model to train a new guitar transcription model. The resulting model obtains state-of-the-art transcription results on GuitarSet in a zero-shot context, improving on previously published methods.
- senbrow 2y agoAnything as good as this for drum tab transcription?
- rrherr 2y agoThis isn't exactly what you asked for, but there's a "drumsep" model, which takes a drum audio track and separates it into 6 stems: kick, snare, toms, hi-hat, ride, and crash. Ctrl+F for "drumsep" in this doc: Instrumental, vocal & other stems separation & mix/master guide - UVR/MDX/Demucs/GSEP & others - Google Docs https://docs.google.com/document/d/17fjNvJzj8ZGSer7c7OFe_CNfUKbAxEh_OBv94ZdRG5c/edit https://docs.google.com/document/d/17fjNvJzj8ZGSer7c7OFe_CNf...
- xavriley 2y agoI’m the author of the high resolution guitar model posted in a comment above. I have a drum transcription model that I’m getting ready for release soon which should be state of the art for this. I’ll try to update this thread when I’m done
- bertili 2y agoThe MIDI Guitar software [1] does this in real-time, similar to Rolands hexaphonic pickups, but with a standard guitar signal. MIDI Guitar 3 is in open beta testing [2] and adds MPE (multidimensional polyphonic expression) MIDI. [1] jamorigin.com [2] jamorigin.com/beta