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Title: GitHub - p-lambda/jukemir: Perform transfer learning for MIR using Jukebox! · GitHub

Open Graph Title: GitHub - p-lambda/jukemir: Perform transfer learning for MIR using Jukebox!

X Title: GitHub - p-lambda/jukemir: Perform transfer learning for MIR using Jukebox!

Description: Perform transfer learning for MIR using Jukebox! Contribute to p-lambda/jukemir development by creating an account on GitHub.

Open Graph Description: Perform transfer learning for MIR using Jukebox! Contribute to p-lambda/jukemir development by creating an account on GitHub.

X Description: Perform transfer learning for MIR using Jukebox! Contribute to p-lambda/jukemir development by creating an account on GitHub.

Opengraph URL: https://github.com/p-lambda/jukemir

X: @github

direct link

Domain: github.com

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https://github.com/p-lambda/jukemir#jukebox-for-mir-transfer-learning
Codified audio language modeling learns useful representations for music information retrievalhttps://arxiv.org/abs/2107.05677
OpenAI's Jukeboxhttps://openai.com/blog/jukebox/
first sectionhttps://github.com/p-lambda/jukemir#simple-example-of-inference-with-jukebox-in-colab
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herehttps://github.com/rodrigo-castellon/jukemirlib
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notebook herehttps://colab.research.google.com/drive/1x4qt_-SLrSSRzOuz7dkuxTK-o4fSoH9n?usp=sharing
initializing the model with the meta devicehttps://huggingface.co/docs/accelerate/v0.11.0/en/big_modeling
https://github.com/p-lambda/jukemir#simple-example-of-using-jukebox-for-transfer-learning
The Internet Archivehttps://web.archive.org/web/20211207012050/http://opihi.cs.uvic.ca/sound/genres.tar.gz
these instructionshttps://docs.docker.com/get-docker/
download the pre-computed featureshttps://nlp.stanford.edu/data/cdonahue/jukemir/precomputed/gtzan-jukebox.tar.gz
jukemir/representations_jukeboxhttps://hub.docker.com/repository/docker/jukemir/representations_jukebox
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https://github.com/p-lambda/jukemir#step-3-extracting-representations
download pre-computed representationshttps://github.com/p-lambda/jukemir#download-precomputed
reproduce/3_extract.pyhttps://github.com/p-lambda/jukemir/blob/main/reproduce/3_extract.py
reproduce/3_extract.shhttps://github.com/p-lambda/jukemir/blob/main/reproduce/3_extract.sh
https://github.com/p-lambda/jukemir#steps-45-configuring-and-running-probing-experiments
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