Search Results - "Richard, Gaël"

An extension of the Boussinesq-type models to weakly compressible flows by Richard, Gaël L.

“…An extension of the Boussinesq-type models to weakly compressible flows is derived in the fully nonlinear case. The dispersive properties are consistent with…”
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Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription by Fuentes, Benoit, Badeau, Roland, Richard, Gaël

“…Recently, new methods for smart decomposition of time-frequency representations of audio have been proposed in order to address the problem of automatic music…”
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Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach by Ozerov, A., Liutkus, A., Badeau, R., Richard, G.

“…Informed source separation (ISS) aims at reliably recovering sources from a mixture. To this purpose, it relies on the assumption that the original sources are…”
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Parametric Audio Coding With Exponentially Damped Sinusoids by Derrien, O., Badeau, R., Richard, G.

“…Sinusoidal modeling is one of the most popular techniques for low bitrate audio coding. Usually, the sinusoidal parameters (amplitude, pulsation and phase of…”
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Instrument-Specific Harmonic Atoms for Mid-Level Music Representation by Leveau, P., Vincent, E., Richard, G., Daudet, L.

“…Several studies have pointed out the need for accurate mid-level representations of music signals for information retrieval and signal processing purposes. In…”
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Video-to-Music Recommendation Using Temporal Alignment of Segments by Pretet, Laure, Richard, Gael, Souchier, Clement, Peeters, Geoffroy

“…We study cross-modal recommendation of musictracks to be used as soundtracks for videos. This problem is known as the music supervision task. We build on a…”
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A consistent three-equation shallow-flow model for Bingham fluids by Denisenko, Danila, Richard, Gaël Loïc, Chambon, Guillaume

“…We derive a model for Bingham fluid flows down an inclined plane with a consistent asymptotic method in the shallow-flow approximation. The variables are…”
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Gaussian Processes for Underdetermined Source Separation by Liutkus, Antoine, Badeau, Roland, Richard, Gäel

“…Gaussian process (GP) models are very popular for machine learning and regression and they are widely used to account for spatial or temporal relationships…”
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Feature Learning With Matrix Factorization Applied to Acoustic Scene Classification by Bisot, Victor, Serizel, Romain, Essid, Slim, Richard, Gael

“…In this paper, we study the usefulness of various matrix factorization methods for learning features to be used for the specific acoustic scene classification…”
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A generative model for non-Intrusive load monitoring in commercial buildings by Henriet, Simon, Şimşekli, Umut, Fuentes, Benoit, Richard, Gaël

“…In the recent years, there has been an increasing academic and industrial interest for analyzing the electrical consumption of commercial buildings. Whilst…”
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Singer Identity Representation Learning using Self-Supervised Techniques by Torres, Bernardo, Lattner, Stefan, Richard, Gaël

“…Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), Milan, Italy Significant strides have been made in…”
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Fusion Methods for Speech Enhancement and Audio Source Separation by Jaureguiberry, Xabier, Vincent, Emmanuel, Richard, Gael

“…A wide variety of audio source separation techniques exist and can already tackle many challenging industrial issues. However, in contrast with other…”
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Video-to-Music Recommendation using Temporal Alignment of Segments by Prétet, Laure, Richard, Gaël, Souchier, Clément, Peeters, Geoffroy

“…IEEE Transactions on Multimedia, 18 February 2022 We study cross-modal recommendation of music tracks to be used as soundtracks for videos. This problem is…”
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Reassigned time–frequency representations of discrete time signals and application to the Constant-Q Transform by Fenet, Sébastien, Badeau, Roland, Richard, Gaël

“…In this paper we provide a formal justification of the use of time–frequency reassignment techniques on time–frequency transforms of discrete time signals…”
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Independent-Variation Matrix Factorization With Application to Energy Disaggregation by Henriet, Simon, Simsekli, Umut, Santos, Sergio Dos, Fuentes, Benoit, Richard, Gael

“…Matrix factorization techniques have proven to be useful in many unsupervised learning applications. Such techniques have been recently applied to Non…”
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Drum Loops Retrieval from Spoken Queries by Gillet, Olivier, Richard, Ga l

“…Recent efforts in audio indexing and music information retrieval mostly focus on melody. If this is appropriate for polyphonic music signals, specific…”
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Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization by Parekh, Jayneel, Parekh, Sanjeel, Mozharovskyi, Pavlo, Richard, Gael, d'Alche-Buc, Florence

“…This article tackles two major problem settings for interpretability of audio processing networks, post-hoc and by-design interpretation. For post-hoc…”
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Groove2Groove: One-Shot Music Style Transfer With Supervision From Synthetic Data by Cifka, Ondrej, Simsekli, Umut, Richard, Gael

“…Style transfer is the process of changing the style of an image, video, audio clip or musical piece so as to match the style of a given example. Even though…”
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Unsupervised Music Source Separation Using Differentiable Parametric Source Models by Schulze-Forster, Kilian, Richard, Gael, Kelley, Liam, Doire, Clement S. J., Badeau, Roland

“…Supervised deep learning approaches to underdetermined audio source separation achieve state-of-the-art performance but require a dataset of mixtures along…”
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Learning Optimal Features for Polyphonic Audio-to-Score Alignment by Joder, Cyril, Essid, Slim, Richard, Gael

“…This paper addresses the design of feature functions for the matching of a musical recording to the symbolic representation of the piece (the score). These…”
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