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Mohammed Senoussaoui
Mohammed Senoussaoui
Machine learning researcher at Fluent.ai, Montreal, Canada
Verified email at fluent.ai
Title
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Cited by
Year
A study of the cosine distance-based mean shift for telephone speech diarization
M Senoussaoui, P Kenny, T Stafylakis, P Dumouchel
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (1), 217-227, 2013
1972013
An i-vector Extractor Suitable for Speaker Recognition with both Microphone and Telephone Speech.
M Senoussaoui, P Kenny, N Dehak, P Dumouchel
Odyssey, 6, 2010
1542010
Mixture of PLDA Models in i-vector Space for Gender-Independent Speaker Recognition.
M Senoussaoui, P Kenny, N Brümmer, E De Villiers, P Dumouchel
Interspeech, 25-28, 2011
1132011
An improved non-intrusive intelligibility metric for noisy and reverberant speech
JF Santos, M Senoussaoui, TH Falk
2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC), 55-59, 2014
922014
Model fusion for multimodal depression classification and level detection
M Senoussaoui, M Sarria-Paja, JF Santos, TH Falk
Proceedings of the 4th International Workshop on Audio/Visual Emotion …, 2014
752014
Multimodal fusion with deep neural networks for audio-video emotion recognition
JDS Ortega, M Senoussaoui, E Granger, M Pedersoli, P Cardinal, ...
arXiv preprint arXiv:1907.03196, 2019
672019
First attempt of boltzmann machines for speaker verification
M Senoussaoui, N Dehak, P Kenny, R Dehak, P Dumouchel
Odyssey 2012-the speaker and language recognition workshop, 2012
632012
Preliminary investigation of Boltzmann machine classifiers for speaker recognition.
T Stafylakis, P Kenny, M Senoussaoui, P Dumouchel
Odyssey, 109-116, 2012
572012
The effects of whispered speech on state-of-the-art voice based biometrics systems
M Sarria-Paja, M Senoussaoui, TH Falk
2015 IEEE 28th Canadian conference on electrical and computer engineering …, 2015
422015
PLDA using Gaussian Restricted Boltzmann Machines with application to Speaker Verification.
T Stafylakis, P Kenny, M Senoussaoui, P Dumouchel
INTERSPEECH, 1692-1695, 2012
412012
Efficient Iterative Mean Shift based Cosine Dissimilarity for Multi-Recording Speaker Clustering
M Senoussaoui, P Kenny, P Dumouchel, T Stafylakis
352013
An updated objective intelligibility estimation metric for normal hearing listeners under noise and reverberation
JF Santos, M Senoussaoui, TH Falk
Proc. Int. Workshop Acoust. Signal Enhancement, 55-59, 2014
212014
Feature mapping, score-, and feature-level fusion for improved normal and whispered speech speaker verification
M Sarria-Paja, M Senoussaoui, D O'Shaughnessy, TH Falk
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
202016
Well-calibrated heavy tailed Bayesian speaker verification for microphone speech
M Senoussaoui, P Kenny, P Dumouchel, F Castaldo
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
152011
SRMR variants for improved blind room acoustics characterization
M Senoussaoui, JF Santos, TH Falk
arXiv preprint arXiv:1510.04707, 2015
122015
Native Language Detection Using the I-Vector Framework.
M Senoussaoui, P Cardinal, N Dehak, AL Koerich
Interspeech, 2398-2402, 2016
112016
New cosine similarity scorings to implement gender-independent speaker verification.
M Senoussaoui, P Kenny, P Dumouchel, N Dehak
Interspeech, 2773-2777, 2013
112013
1. State-of-the-art speaker recognition methods applied to speakers with dysarthria
M Senoussaoui, MO Saria-Paja, P Cardinal, TH Falk, F Michaud
Voice Technologies for Speech Reconstruction and Enhancement, 7-34, 2020
72020
Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation
M Senoussaoui, JF Santos, TH Falk
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
52017
PLDA using gaussian restricted Boltzmann machines with application to speaker recognition
T Stafylakis, P Kenny, M Senoussaoui, P Dumouchel
Proc. 13th Annu. Conf. Int. Speech Commun. Assoc, 1692-1696, 2012
52012
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