AI in 64Kb: Can We Do More With Less? | Philippe Esling (IRCAM) @TheAudioProgrammer
AI in 64Kb: Can We Do More With Less? | Philippe Esling (IRCAM)  @TheAudioProgrammer
Uploaded May 2023 | Updated September 2026, 2 weeks ago
Links:

IRCAM (Institute for Acoustic/Music Research and Coordination): https://www.ircam.fr

Esling's GitHub: esling.github.io

Lottery ticket hypothesis papers: scholar.google.com/scholar?hl=en&as_sdt=0%2C10&q=lottery+ticket+hypothesis&btnG=

——

0:00 Intro
0:56 Pushing creativity through machine learning
3:54 Why modern (deep) learning sucks
9:58 Can we do the same with less?
11:49 Complexity of the problem
14:05 Occam's razor and MDL
15:14 A balance in approximation
22:36 Model reduction
27:49 RAVE model
32:09 Lottery-ticket hypothesis (cont.)
33:28 Eurorack prototype
33:44 Q&A
41:47 Outro

——

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AI in 64Kb: Can We Do More With Less? | Philippe Esling (IRCAM)

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