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Basics of Pitch Estimation and Automatic Music Transcription

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Step by Step Solution of an Automatic Music Transcription Problem: Transcribing the Guitar Introduction of Guns n' Roses - Sweet Child O' Mine

Renato Profeta, Guitars.AI, Technische Universität Ilmenau
Homepage: http://www.rptecnologias.com/
Instagram: https://www.instagram.com/guitars.ai/
Twitter: https://twitter.com/guitars_ai
Facebook: https://www.facebook.com/GuitarsAI/
Linkedin: https://www.linkedin.com/in/renato-profeta-6b678831/
Youtube: https://www.youtube.com/channel/UCyAyQAu_PTX5h1Ni4q0ShHQ

Youtube Step by Step Solution Videos - Playlist

https://www.youtube.com/playlist?list=PL6QnpHKwdPYh5OdFSt7kNqIPFEvXJRiUQ

Requirements

For the requirements for this project to run, please check the following files at the 'binder' folder:

  • environment.yml
  • postBuild

Librosa Documentation:

Website: https://librosa.github.io/librosa/

Music21 Documentation:

Website: http://web.mit.edu/music21/doc

MIDIUtil Documentation:

Website: https://midiutil.readthedocs.io/en/1.2.1/

MyBinder

Launch Binder to Interact with this notebook in a live environment in the cloud: Binder

References:

A great inspiration and reference for this project is the Notes on Music Information Retrieval Website: https://musicinformationretrieval.com/index.html and the examples from Librosa Documentation

Guitars.AI

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www.rptecnologias.com
guitars.ai@rptecnologias.com

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  • Jupyter Notebook 96.2%
  • Python 3.8%