62 citations · 105 across the 12 of their papers we have counts for
12 papers
Polytopic Analysis of Music
Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot
Structural segmentation of music refers to the task of finding a symbolic representation of the organisation of a song, reducing the musical flow to a partition of non-overlapping…
Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis
Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot
Music Structure Analysis (MSA) consists of representing a song in sections (such as ``chorus'', ``verse'', ``solo'' etc), and can be seen as the retrieval of a simplified organizat…
Semi-Supervised Convolutive NMF for Automatic Piano Transcription
Haoran Wu, Axel Marmoret, Jérémy E. Cohen
Automatic Music Transcription, which consists in transforming an audio recording of a musical performance into symbolic format, remains a difficult Music Information Retrieval task…
Barwise Compression Schemes for Audio-Based Music Structure Analysis
Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot
Music Structure Analysis (MSA) consists in segmenting a music piece in several distinct sections. We approach MSA within a compression framework, under the hypothesis that the stru…
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…
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions
Todd Huster, Jeremy E. J. Cohen, Zinan Lin +5
Generative adversarial networks (GANs) are often billed as "universal distribution learners", but precisely what distributions they can represent and learn is still an open questio…