Librosa HPSS

Librosa is a audio analysis Python library that makes audio analysis much more accessible to programmers and researchers. In this video, I go over some basics of source separation using librosa.effects.hpss.

Project Files - https://gitlab.com/bytecauldron/libro...

Timecodes:
How HPSS Works - 0:30
Implementation - 2:07
HPSS Output Comparison - 6:09
Percussive Margin Comparison - 7:39

Social:
https://bytecauldron.xyz/
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Links:
Librosa Advanced Usage - https://librosa.github.io/librosa/tut...
Librosa HPSS - https://librosa.github.io/librosa/gen...
Librosa Github - https://github.com/librosa/librosa
SoundFile Docs - https://pysoundfile.readthedocs.io/en...
Python 3.8.3 - https://www.python.org/ftp/python/3.8...

Machine-Learning HPSS:
Article by Ale Koretzky about isolating vocals with neural networks.
https://towardsdatascience.com/audio-...

Fantastic video by Seth Adams about using supervised learning when dealing with audio interference.
   • Demo and Architecture - Audio Source ...  

Supplementary Material:
https://musicinformationretrieval.com/
   • 9. The Overtone Series and Timbre  
https://arrow.tudublin.ie/cgi/viewcon...
http://www.terasoft.com.tw/conf/ismir...
https://music.stackexchange.com/quest...
   • Видео  

Music:
Copyright Chillhop Music - https://chll.to/06c2d4a1