Publications

Efficient bandwidth extension of musical signals using a differentiable harmonic plus noise model
P.-A. Grumiaux, M. Lagrange
EURASIP Journal on Audio, Speech, and Music Processing, 2023
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A survey of sound source localization with deep learning methods
P.-A. Grumiaux, S. Kitić, L. Girin, A. Guérin
The Journal of the Acoustical Society of America (JASA), 2022
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SALADnet: Self-Attentive multisource Localization in the Ambisonics Domain
P.-A. Grumiaux, S. Kitić, P. Srivastava, L. Girin, A. Guérin
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
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Improved feature extraction for CRNN-based multiple sound source localization
P.-A. Grumiaux, S. Kitić, L. Girin, A. Guérin
European Signal Processing Conference (EUSIPCO), 2021
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High-resolution speaker counting in reverberant rooms using CRNN with ambisonics features
P.-A. Grumiaux, S. Kitić, L. Girin, A. Guérin
European Signal Processing Conference (EUSIPCO), 2020
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Multichannel CRNN for speaker counting: analysis of performance
P.-A. Grumiaux, S. Kitić, L. Girin, A. Guérin
Forum Acusticum, Lyon, 2020
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Impulse-response and CAD-model-based physical modeling in Faust
P.-A. Grumiaux, R. Michon, E. J. G. Arias, P. Jouvelot
Linux Audio Conference, Saint-Étienne, 2017
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PhD thesis

Deep learning for speaker counting and localization with Ambisonics signals
Pierre-Amaury Grumiaux
PhD thesis, Université Grenoble Alpes, 2021
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Internship theses

Transcription automatique de batterie
Pierre-Amaury Grumiaux
Master thesis, IRCAM, 2018
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Physical modelling library in Faust
Pierre-Amaury Grumiaux
2nd year engineering school thesis, Centre de Recherche en Informatique, Mines ParisTech, 2017
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