romain serizel
romain serizel
Associate professor, Université de Lorraine, LORIA
Verified email at serizel.net - Homepage
TitleCited byYear
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
702014
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
652016
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
472017
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
452018
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
432009
Supervised nonnegative matrix factorization for acoustic scene classification
V Bisot, R Serizel, S Essid, G Richard
IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and …, 2016
412016
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
412014
Accuracy constraint determination in fixed-point system design
D Menard, R Serizel, R Rocher, O Sentieys
EURASIP Journal on Embedded Systems 2008 (1), 242584, 2008
372008
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
342017
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
212018
A zone-of-quiet based approach to integrated active noise control and noise reduction for speech enhancement in hearing aids
R Serizel, M Moonen, J Wouters, SH Jensen
IEEE transactions on audio, speech, and language processing 20 (6), 1685-1697, 2012
172012
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
132018
Acoustic features for environmental sound analysis
R Serizel, V Bisot, S Essid, G Richard
Computational Analysis of Sound Scenes and Events, 71-101, 2018
112018
Deep neural network adaptation for children's and adults' speech recognition
R Serizel, D Giuliani
112014
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
102019
Sound event detection in domestic environments with weakly labeled data and soundscape synthesis
N Turpault, R Serizel, J Salamon, AP Shah
102019
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
102018
Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence
R Serizel, S Essid, G Richard
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
102016
Machine listening techniques as a complement to video image analysis in forensics
R Serizel, V Bisot, S Essid, G Richard
2016 IEEE International Conference on Image Processing (ICIP), 948-952, 2016
92016
Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification
R Serizel, S Essid, G Richard
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
72016
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