Conference and Journal Articles

Controlling the convergence rate to help parameters estimation in a PLCA-based model, Benoit Fuentes, Roland Badeau, and Gaël Richard, Submitted to ICASSP 2014.

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Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription, Benoit Fuentes, Roland Badeau, and Gaël Richard, IEEE Transactions on Audio, Speech and Language Processing, vol. 21, no. 9, pp. 1854–1866, 2013.

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Blind Harmonic Adaptive Decomposition Applied to Supervised Source Separation, Benoit Fuentes, Roland Badeau, and Gaël Richard, 20th European Signal Processing Conference (EUSIPCO), Bucharest, Romania, August 27-31, 2012, pp. 2654-2658.

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Probabilistic model for main melody extraction using constant-Q transform, Benoit Fuentes, Antoine Liutkus, Roland Badeau, and Gaël Richard, 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, Kyoto, Japon, March 25 - 30, 2012, pp. 5357-5360.

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Analyse des structures harmoniques dans les signaux audio : modéliser les variations de hauteur et d’enveloppe spectrale, Benoit Fuentes, Roland Badeau, and Gaël Richard, XXIIIème Colloque GRETSI, Bordeaux, France, September 5-8, 2011.

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Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA, Benoit Fuentes, Roland Badeau, and Gaël Richard, 36th International Conference on Acoustics, Speech, and Signal Processing ICASSP'11, Prague, Czech Republic, May 22-27, 2011.

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Ph.D. Thesis

L’analyse probabiliste en composantes latentes et ses adaptations aux signaux musicaux. Application à la transcription automatique de musique et à la séparation de sources, Benoit Fuentes, Télécom ParisTech, 2013, Ph.D. thesis.

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Master Thesis

Enrichissement spectral en audio, Benoit Fuentes, Télécom ParisTech, June 2009.
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