Top 8 Python music-information-retrieval Projects

omnizart

8 1,559 5.1 Python

Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.

Project mention: Ask HN: Is there an ML model that can go from an audio song to sheet music? | news.ycombinator.com | 2023-06-07

For open-source models, there are Omnizart [1] and magenta/mt3 [2].
I suppose these models are trained on western / pop music, so they may not work nicely on ethnic music. You could
[1] https://github.com/Music-and-Culture-Technology-Lab/omnizart

madmom

2 1,240 4.4 Python

Python audio and music signal processing library
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
crepe

1 1,044 3.1 Python

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018) (by marl)

Project mention: A transformer-based network model for pitch detection | news.ycombinator.com | 2023-12-19

How does the accuracy of this compare to CREPE?
https://github.com/marl/crepe
https://github.com/maxrmorrison/torchcrepe
Does anyone know what the current state of the art is, within the Music Information Retrieval community?

MidiTok

1 583 9.0 Python

MIDI / symbolic music tokenizers for Deep Learning models 🎶
beetcamp

2 61 2.6 Python

Bandcamp autotagger source for beets (http://beets.io)
simple_dr_meter

1 17 0.0 Python

An (optimized) implementation of the music DR measurement (compliant with http://dr.loudness-war.info/), it supports CUE sheets and is faster than all currently available alternatives (at the time of writing, not sure about now)
feelskunaman

1 9 1.6 Python

A tool for visualizing emotions in music using a Python wrapper for Spotify API. Independent post-baccalaureate research by Nick Stapleton. For Kunaveer, a friend.
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
MusicLibrary

1 4 7.9 Python

filter your spotify and last.fm data by genre (from RateYourMusic)

Project mention: Local app for filtering music by genre (and more)! | /r/lastfm | 2023-05-27

here's the link: https://github.com/7anooch/MusicLibrary

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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