Search Results for author: Frédéric Bimbot

Found 8 papers, 3 papers with code

Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm

no code implementations30 Nov 2023 Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

Music Structure Analysis (MSA) is a Music Information Retrieval task consisting of representing a song in a simplified, organized manner by breaking it down into sections typically corresponding to ``chorus'', ``verse'', ``solo'', etc.

Information Retrieval Music Information Retrieval +1

Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis

no code implementations27 Oct 2022 Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

In particular, the CBM algorithm is a dynamic programming algorithm, applying on autosimilarity matrices, a standard tool in MSA.


Barwise Compression Schemes for Audio-Based Music Structure Analysis

no code implementations10 Feb 2022 Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

More specifically, under the hypothesis that MSA is correlated with similarities occurring at the bar scale, this article introduces the use of linear and non-linear compression schemes on barwise audio signals.

Exploring single-song autoencoding schemes for audio-based music structure analysis

1 code implementation27 Oct 2021 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.

Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals

2 code implementations27 Oct 2021 Axel Marmoret, Florian Voorwinden, Valentin Leplat, Jérémy E. Cohen, Frédéric Bimbot

Nonnegative Tucker decomposition (NTD), a tensor decomposition model, has received increased interest in the recent years because of its ability to blindly extract meaningful patterns, in particular in Music Information Retrieval.

Information Retrieval Music Information Retrieval +2

Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation

1 code implementation17 Apr 2021 Axel Marmoret, Jérémy E. Cohen, Nancy Bertin, Frédéric Bimbot

Recent work has proposed the use of tensor decomposition to model repetitions and to separate tracks in loop-based electronic music.

Tensor Decomposition

AI in the media and creative industries

no code implementations10 May 2019 Giuseppe Amato, Malte Behrmann, Frédéric Bimbot, Baptiste Caramiaux, Fabrizio Falchi, Ander Garcia, Joost Geurts, Jaume Gibert, Guillaume Gravier, Hadmut Holken, Hartmut Koenitz, Sylvain Lefebvre, Antoine Liutkus, Fabien Lotte, Andrew Perkis, Rafael Redondo, Enrico Turrin, Thierry Vieville, Emmanuel Vincent

Thanks to the Big Data revolution and increasing computing capacities, Artificial Intelligence (AI) has made an impressive revival over the past few years and is now omnipresent in both research and industry.

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