21 citations · 27 across the 7 of their papers we have counts for
3 papers · 1 filter
Exploring single-song autoencoding schemes for audio-based music structure analysis
Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot
The ability of deep neural networks to learn complex data relations and representations is established nowadays, but it generally relies on large sets of training data. This work e…
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals
Axel Marmoret, Florian Voorwinden, Valentin Leplat +2
Nonnegative Tucker decomposition (NTD), a tensor decomposition model, has received increased interest in the recent years because of its ability to blindly extract meaningful patte…
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation
Axel Marmoret, Jérémy E. Cohen, Nancy Bertin +1
Recent work has proposed the use of tensor decomposition to model repetitions and to separate tracks in loop-based electronic music. The present work investigates further on the ab…