Mohammed Senoussaoui

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 8

Top Topics

Speaker Verification

Multimodal Fusion

Boltzmann Machines

Top Venues

Publications

Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. CoRR (2019)
Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition. CoRR (2019)
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich
Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. CoRR (2019)
Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk
Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation. ICASSP (2017)
Milton Orlando Sarria Paja, Mohammed Senoussaoui, Douglas D. O'Shaughnessy, Tiago H. Falk
Feature mapping, score-, and feature-level fusion for improved normal and whispered speech speaker verification. ICASSP (2016)
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro L. Koerich
Native Language Detection Using the I-Vector Framework. INTERSPEECH (2016)
Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk
SRMR variants for improved blind room acoustics characterization. CoRR (2015)
Milton Orlando Sarria Paja, Mohammed Senoussaoui, Tiago H. Falk
The effects of whispered speech on state-of-the-art voice based biometrics systems. CCECE (2015)
João Felipe Santos, Mohammed Senoussaoui, Tiago H. Falk
An improved non-intrusive intelligibility metric for noisy and reverberant speech. IWAENC (2014)
Mohammed Senoussaoui, Patrick Kenny, Themos Stafylakis, Pierre Dumouchel
A Study of the Cosine Distance-Based Mean Shift for Telephone Speech Diarization. IEEE ACM Trans. Audio Speech Lang. Process. 22 (1) (2014)
Mohammed Senoussaoui, Milton Orlando Sarria Paja, João Felipe Santos, Tiago H. Falk
Model Fusion for Multimodal Depression Classification and Level Detection. AVEC@MM (2014)
Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Najim Dehak
New cosine similarity scorings to implement gender-independent speaker verification. INTERSPEECH (2013)
Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Themos Stafylakis
Efficient iterative mean shift based cosine dissimilarity for multi-recording speaker clustering. ICASSP (2013)
Themos Stafylakis, Patrick Kenny, Mohammed Senoussaoui, Pierre Dumouchel
Preliminary investigation of Boltzmann machine classifiers for speaker recognition. Odyssey (2012)
Mohammed Senoussaoui, Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel
First attempt of boltzmann machines for speaker verification. Odyssey (2012)
Themos Stafylakis, Patrick Kenny, Mohammed Senoussaoui, Pierre Dumouchel
PLDA using Gaussian Restricted Boltzmann Machines with application to Speaker Verification. INTERSPEECH (2012)
Mohammed Senoussaoui, Patrick Kenny, Niko Brümmer, Edward de Villiers, Pierre Dumouchel
Mixture of PLDA Models in i-vector Space for Gender-Independent Speaker Recognition. INTERSPEECH (2011)
Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Fabio Castaldo
Well-calibrated heavy tailed Bayesian speaker verification for microphone speech. ICASSP (2011)
Mohammed Senoussaoui, Patrick Kenny, Najim Dehak, Pierre Dumouchel
An i-vector Extractor Suitable for Speaker Recognition with both Microphone and Telephone Speech. Odyssey (2010)