5 citations · 10 across the 4 of their papers we have counts for
4 papers
Machine listening in a neonatal intensive care unit
Modan Tailleur, Vincent Lostanlen, Jean-Philippe Rivière +1
Oxygenators, alarm devices, and footsteps are some of the most common sound sources in a hospital. Detecting them has scientific value for environmental psychology but comes with c…
Learning a Lie Algebra from Unlabeled Data Pairs
Christopher Ick, Vincent Lostanlen
Deep convolutional networks (convnets) show a remarkable ability to learn disentangled representations. In recent years, the generalization of deep learning to Lie groups beyond ri…
The Shape of RemiXXXes to Come: Audio Texture Synthesis with Time-frequency Scattering
Vincent Lostanlen, Florian Hecker
This article explains how to apply time--frequency scattering, a convolutional operator extracting modulations in the time--frequency domain at different rates and scales, to the r…
On Time-frequency Scattering and Computer Music
Vincent Lostanlen
Time-frequency scattering is a mathematical transformation of sound waves. Its core purpose is to mimick the way the human auditory system extracts information from its environment…