Mohammed Senoussaoui

According to our database, Mohammed Senoussaoui authored at least 19 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction.

Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich

CoRR, 2019

Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition.

Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich

CoRR, 2019

Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods.

Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich

CoRR, 2019

2017

Speech temporal dynamics fusion approaches for noise-robust reverberation time estimation.

Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Native Language Detection Using the I-Vector Framework.

Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro L. Koerich

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Feature mapping, score-, and feature-level fusion for improved normal and whispered speech speaker verification.

Milton Orlando Sarria-Paja, Mohammed Senoussaoui, Douglas D. O'Shaughnessy, Tiago H. Falk

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

SRMR variants for improved blind room acoustics characterization.

Mohammed Senoussaoui, João Felipe Santos, Tiago H. Falk

CoRR, 2015

The effects of whispered speech on state-of-the-art voice based biometrics systems.

Milton Orlando Sarria-Paja, Mohammed Senoussaoui, Tiago H. Falk

Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014

A Study of the Cosine Distance-Based Mean Shift for Telephone Speech Diarization.

Mohammed Senoussaoui, Patrick Kenny, Themos Stafylakis, Pierre Dumouchel

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Model Fusion for Multimodal Depression Classification and Level Detection.

Mohammed Senoussaoui, Milton Orlando Sarria-Paja, João Felipe Santos, Tiago H. Falk

Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

An improved non-intrusive intelligibility metric for noisy and reverberant speech.

João Felipe Santos, Mohammed Senoussaoui, Tiago H. Falk

Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

2013

New cosine similarity scorings to implement gender-independent speaker verification.

Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Najim Dehak

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Efficient iterative mean shift based cosine dissimilarity for multi-recording speaker clustering.

Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Themos Stafylakis

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Preliminary investigation of Boltzmann machine classifiers for speaker recognition.

Themos Stafylakis, Patrick Kenny, Mohammed Senoussaoui, Pierre Dumouchel

Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

First attempt of boltzmann machines for speaker verification.

Mohammed Senoussaoui, Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel

Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

PLDA using Gaussian Restricted Boltzmann Machines with application to Speaker Verification.

Themos Stafylakis, Patrick Kenny, Mohammed Senoussaoui, Pierre Dumouchel

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Mixture of PLDA Models in i-vector Space for Gender-Independent Speaker Recognition.

Mohammed Senoussaoui, Patrick Kenny, Niko Brümmer, Edward de Villiers, Pierre Dumouchel

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Well-calibrated heavy tailed Bayesian speaker verification for microphone speech.

Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Fabio Castaldo

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

An i-vector Extractor Suitable for Speaker Recognition with both Microphone and Telephone Speech.

Mohammed Senoussaoui, Patrick Kenny, Najim Dehak, Pierre Dumouchel

Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010