madmom
omnizart
madmom | omnizart | |
---|---|---|
2 | 8 | |
1,240 | 1,559 | |
1.0% | 1.2% | |
4.4 | 5.1 | |
5 months ago | about 2 months ago | |
Python | Python | |
GNU General Public License v3.0 or later | MIT License |
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madmom
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Do you know any Onset Detection methods?
There are also online & offline onset detection approaches available as part of the Python madmom library https://github.com/CPJKU/madmom as binaries and Python classes. The methods included in madmom have shown state of the art results in multiple Music Information Retrieval Evaluation eXchange (MIREX) campaigns in recent years. Hope that's useful to you.
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BOXVR song importing. Can this be done outside of being in the game in VR?
In BoxVR's case, they literally use a machine learning model. It's cutting edge tech. Read more about it here: The paper, the code (and a sub-paper)
omnizart
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Ask HN: Is there an ML model that can go from an audio song to sheet music?
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
- Run this on your PC for me and I'll pay you
- GitHub - Music-and-Culture-Technology-Lab/omnizart: Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
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Ask HN: Transcribe bass guitar parts from stems?
https://github.com/Music-and-Culture-Technology-Lab/omnizart
- Omniscient Mozart: library for automatic transcription of every aspect of music
- Omniscient Mozart: automatic transcription for every aspect of music
What are some alternatives?
ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python
feelskunaman - 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.
python-performance - Repository for the book Fast Python - published by Manning
frettler - Java utility for creating scales and chords and displaying them with any fretboard layout
inaSpeechSegmenter - CNN-based audio segmentation toolkit. Allows to detect speech, music, noise and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.
spleeter - Deezer source separation library including pretrained models.
ruptures - ruptures: change point detection in Python
magenta - Magenta: Music and Art Generation with Machine Intelligence
Sushi - Automatic subtitle shifter based on audio
mt3 - MT3: Multi-Task Multitrack Music Transcription
pywt - PyWavelets - Wavelet Transforms in Python
ultimatevocalremovergui - GUI for a Vocal Remover that uses Deep Neural Networks.