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romain serizel
romain serizel
Associate professor, Université de Lorraine, LORIA
Dirección de correo verificada de serizel.net - Página principal
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Sound event detection in domestic environments with weakly labeled data and soundscape synthesis
N Turpault, R Serizel, AP Shah, J Salamon
Workshop on Detection and Classification of Acoustic Scenes and Events, 2019
3022019
Large-scale weakly labeled semi-supervised sound event detection in domestic environments
R Serizel, N Turpault, H Eghbal-Zadeh, AP Shah
arXiv preprint arXiv:1807.10501, 2018
1732018
CRNN-based multiple DoA estimation using acoustic intensity features for Ambisonics recordings
L Perotin, R Serizel, E Vincent, A Guérin
IEEE Journal of Selected Topics in Signal Processing 13 (1), 22-33, 2019
1532019
Low-rank approximation based multichannel Wiener filter algorithms for noise reduction with application in cochlear implants
R Serizel, M Moonen, B Van Dijk, J Wouters
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (4), 785-799, 2014
1442014
Sound event detection in synthetic domestic environments
R Serizel, N Turpault, A Shah, J Salamon
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
1142020
Acoustic scene classification with matrix factorization for unsupervised feature learning
V Bisot, R Serizel, S Essid, G Richard
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
1132016
Vocal tract length normalisation approaches to DNN-based children's and adults' speech recognition
R Serizel, D Giuliani
2014 IEEE Spoken Language Technology Workshop (SLT), 135-140, 2014
1092014
Feature learning with matrix factorization applied to acoustic scene classification
V Bisot, R Serizel, S Essid, G Richard
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1216 …, 2017
1052017
What’s all the fuss about free universal sound separation data?
S Wisdom, H Erdogan, DPW Ellis, R Serizel, N Turpault, E Fonseca, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
942021
Training sound event detection on a heterogeneous dataset
N Turpault, R Serizel
arXiv preprint arXiv:2007.03931, 2020
802020
Acoustic features for environmental sound analysis
R Serizel, V Bisot, S Essid, G Richard
Computational analysis of sound scenes and events, 71-101, 2018
802018
Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children
R Serizel, D Giuliani
Natural Language Engineering 23 (3), 325-350, 2017
792017
Integrated active noise control and noise reduction in hearing aids
R Serizel, M Moonen, J Wouters, SH Jensen
IEEE Transactions on Audio, Speech, and Language Processing 18 (6), 1137-1146, 2009
672009
Improving sound event detection in domestic environments using sound separation
N Turpault, S Wisdom, H Erdogan, J Hershey, R Serizel, E Fonseca, ...
arXiv preprint arXiv:2007.03932, 2020
662020
Supervised nonnegative matrix factorization for acoustic scene classification
V Bisot, R Serizel, S Essid, G Richard
IEEE international evaluation campaign on detection and classification of …, 2016
652016
Rank-1 constrained multichannel Wiener filter for speech recognition in noisy environments
Z Wang, E Vincent, R Serizel, Y Yan
Computer Speech & Language 49, 37-51, 2018
572018
CRNN-based joint azimuth and elevation localization with the Ambisonics intensity vector
L Perotin, R Serizel, E Vincent, A Guérin
2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC …, 2018
542018
Multiple-input neural network-based residual echo suppression
G Carbajal, R Serizel, E Vincent, E Humbert
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
512018
Multichannel speech separation with recurrent neural networks from high-order ambisonics recordings
L Perotin, R Serizel, E Vincent, A Guérin
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
482018
Threshold independent evaluation of sound event detection scores
J Ebbers, R Haeb-Umbach, R Serizel
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
462022
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