Pierre Dumouchel
Professeur
Encadrements
- Développement d'un système d'identification des diaologues problématiques dans le système de dialogue personne-machine, par Le Hoang Truong
Été 2008 - Reconnaissance automatique des émotions à partir du signal acoustique, par Yazid Attabi
Hiver 2009 - En codirection avec : Narjès Boufaden
Identifying Problematic Dialogs in A Human-Computer Dialog System, par Hoang Cuong Truong
Été 2010 - Indexation d'annotations vocales dans un contexte de gestion documentaire, par Chahid Ouali
Été 2010 - En codirection avec : Real Tremblay
Utilisation des caractéristiques prosodiques pour optimiser un système de compréhension du langage naturel, par Simon Boutin
Hiver 2016
- En codirection avec : Danielle Vaillancourt
Analyse et conception des technopédagogies visant la gestion du regroupement d'espagnol de l'École de langues (UQAM), par Eric Viladrich Castellanas
Hiver 2008 - Étude d'une implantation d'une infrastructure de logiciel libre appliquée au contexte éducatif africain, par Blanche Valérie Nare
Hiver 2007 - En codirection avec : Daniel Tremblay
Implantation des processus de l'exploitation des services chez l'entreprise Motovan, par Youcef Bouchaffra
Été 2013
- La modélisation du débit en reconnaissance automatique de la parole, par Steven Théroux
Automne 2001
- En codirection avec : François Coallier
Analyse de faisabilité de programmes courts en technologie de l'information, par Jean Robin Losthy
Hiver 2013
- En codirection avec : Richard Lepage
Reconnaissance multimodale du locuteur, par Auguste-Régis Amvame-Bekale
Été 2000 - L'utilisation des logiciels libres : un atout pour l'amélioration du système éducatif au niveau du secondaire en Haiti, par Jean Robin Losthy
Automne 2006 - En codirection avec : Patrick Cardinal
Implémentation de l'algorithme SOLA - modification de l'échelle de temps en codage de moyenne à bas debit, par Freud Abner Romero
Automne 2015
- En codirection avec : Patrick Kenny
Discriminative and generative approaches for long and short-term speaker characteristics modeling: application to speaker verification, par Najim Dehak
Été 2009 - Speech recognition on multi-core processors and GPUs, par Patrick Cardinal
Hiver 2013 - En codirection avec : Patrick Kenny
Amélioration de la robustesse des systèmes de reconnaissance automatique du locuteur dans l'espace des I-Vecteurs, par Mohammed Senoussaoui
Hiver 2014 - Reconnaissance automatique des émotions spontanées à partir du signal de parole, par Yazid Attabi
Hiver 2015 - An Evidence-Based Toolset to Capture, Measure, Analyze & Assess Emotional Health, par Edward Arne Hill
Automne 2013 - En codirection avec : Vishwa Gupta
Multimedia Copy Detection Using Audio and Video Fingerprints, par Chahid Ouali
Hiver 2016 - Unsupervised Speech Representation Learning, par Gilles Boulianne
Hiver 2020
Publications
- Chahid Ouali, Pierre Dumouchel, Vishwa Gupta. 2016 « A spectrogram-based audio fingerprinting system for content-based copy detection ». Multimedia Tools and Applications vol. 75 , nº 15. p. 9145-9165
- Chahid Ouali, Pierre Dumouchel, Vishwa Gupta. 2016 « Fast audio fingerprinting system using GPU and a clustering-based technique ». IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 24 , nº 6. p. 1106-1118
- Md Jahangir Alam, Vishwa Gupta, Patrick Kenny, Pierre Dumouchel. 2015 « Speech recognition in reverberant and noisy environments employing multiple feature extractors and i-vector speaker adaptation ». EURASIP Journal on Advances in Signal Processing vol. 2015 , nº 1
- Mohammed Senoussaoui, Patrick Kenny, Themos Stafylakis, Pierre Dumouchel. 2014 « A Study of the Cosine Distance-Based Mean Shift for Telephone Speech Diarization ». IEEE Transactions on Audio, Speech, and Language Processing vol. 22 , nº 1. p. 217-227
- Yazid Attabi, Pierre Dumouchel. 2013 « Anchor models for emotion recognition from speech ». IEEE Transactions on Affective Computing vol. 4 , nº 3. p. 280-290
- Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne. 2013 « Large vocabulary speech recognition on parallel architectures ». IEEE Transactions on Audio, Speech, and Language Processing vol. 21 , nº 11. p. 2290-2300
- Edward Hill, David Han, Pierre Dumouchel, Najim Dehak, Thomas Quatieri, Charles Moehs, Marlene Oscar-Berman, John Giordano, Thomas Simpatico, Debmalya Barh, Kenneth Blum. 2013 « Long term SuboxoneTM emotional reactivity as measured by automatic detection in speech ». PLoS ONE vol. 8 , nº 7
- Najim Dehak, Patrick Kenny, Reda Dehak, Pierre Dumouchel, Pierre Ouellet. 2011 « Front-end factor analysis for speaker verification ». IEEE Transactions on Audio, Speech, and Language Processing vol. 19 , nº 4. p. 788-798
- P. Kenny, P. Ouellet, N. Dehak, V. Gupta, Pierre Dumouchel. 2008 « A study of interspeaker variability in speaker verification ». IEEE Transactions on Audio, Speech and Language Processing vol. 16 , nº 5. p. 980-988
- Najim Dehak, Pierre Dumouchel, Patrick Kenny. 2007 « Modeling prosodic features with joint factor analysis for speaker verification ». IEEE Transactions on Audio, Speech, and Language Processing vol. 15 , nº 7. p. 2095-2103
- Vishwa Gupta, Patrick Kenny, Pierre Ouellet, Gilles Boulianne, Pierre Dumouchel. 2007 « Combining gaussianized/non-gaussianized features to improve speaker diarization of telephone conversations ». IEEE Signal Processing Letters vol. 14 , nº 12. p. 1040-1043
- Patrick Kenny, Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel. 2007 « Joint factor analysis versus eigenchannels in speaker recognition ». IEEE Transactions on Audio, Speech, and Language Processing vol. 15 , nº 4. p. 1435-1447
- Patrick Kenny, Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel. 2007 « Speaker and session variability in GMM-based speaker verification ». IEEE Transactions on Audio, Speech, and Language Processing vol. 15 , nº 4. p. 1448-1460
- Patrick Kenny, Gilles Boulianne, Pierre Dumouchel. 2005 « Eigenvoice modeling with sparse training data ». IEEE Transactions on Speech and Audio Processing vol. 13 , nº 3. p. 345-354
- Patrick Kenny, Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel. 2004 « Speaker adaptation using an eigenphone basis ». IEEE Transactions on Speech and Audio Processing vol. 12 , nº 6. p. 579-589
- Yannick Le Devehat, David Perron, Olivier Fraysse, Pierre Dumouchel, René Jr Landry, François Rivest. 2011-08-02 « Method of improving successful recognition of genuine acoustic authentication devices ». Brevet américain US 7,992,067.
- Pierre Dumouchel, Gilles Boulianne, Julie Brousseau. 2011 « Measures for quality of closed captioning ». In Audiovisual translation in close-up : practical and theoretical approaches. Peter Lang International Academic Professional Publishers
- Edward Hill, Pierre Dumouchel, Charles Moehs. 2011 « An evidence-based toolset to capture, measure and assess emotional health ». In Annual Review of Cybertherapy and Telemedicine 2011. p. 176-181. IOS Press
- Gilles Boulianne, Jean-François Beaumont, Maryse Boisvert, Julie Brousseau, Patrick Cardinal, Claude Chapdelaine, Michel Comeau, Pierre Ouellet, Frédéric Osterrath, Pierre Dumouchel. 2010 « Shadow speaking for real-time closed-captioning of TV broadcasts in french ». In Listening to subtitles : subtitles for the deaf and hard of hearing . Peter Lang International Academic Professional Publishers
- Pierre Dumouchel. 2023 « Discours de clôture de la conférence ». Communication lors de la conférence : 4é édition du forum MobiliT.AI (Toulouse, France, 30-31 mai 2023)
- Pierre Dumouchel. 2007 « E-inclusion : la recherche au service des sourds et des aveugles ». Communication lors de la conférence : 75e Congrès de l'ACFAS (Trois-Rivières, QC, Canada, 7-11 mai 2007)
- P. Kenny, G. Boulianne, P. Ouellet, Pierre Dumouchel. 2006 « The geometry of the channel space in GMM-based speaker recognition ». Communication lors de la conférence : IEEE Odyssey-The Speaker and Language Recognition Workshop (San Juan, PR, USA, June 28-30, 2006)
- P. Kenny, V. Gupta, G. Boulianne, P. Ouellet, Pierre Dumouchel. 2006 « Feature normalization using smoothed mixture transformations ». Communication lors de la conférence : International Conference on Spoken Language Processing Proceedings (INTERSPEECH) (Pittsburgh, PA, USA, Sept. 17-21, 2006)
- Pierre Dumouchel. 2005 « CRIM's work on speech recognition and captioning ». Communication lors de la conférence : Commonwealth Hansard Editors Association Conference (AB, Canada, Aug. 8, 2005)
- Pierre Dumouchel. 2005 « E-inclusion, a new canadian initiative ». Communication lors de la conférence : E-Challenges (Ljubljana, Slovénia, Oct. 19-21, 2005)
- Pierre Dumouchel. 2005 « Exploiting audio-visual metadata ». Communication lors de la conférence : Canadian Metadata Forum (Ottawa, ON, Canada, Sept. 27-28, 2005)
- Pierre Dumouchel. 2005 « Real-time closed captioning ». Communication lors de la conférence : Canadian Hard of Hearing Association Conference (Kelowna, BC, Canada, June 2-5, 2005)
- Pierre Dumouchel. 2000 « Keynote lecturer ». Communication lors de la conférence : ED-MEDIA 2000 : World Conference on Educational Multimedia, Hypermedia and Telecommunications (Montreal, QC, Canada, July, 2000)
- P. Ouellet, G. Boulianne, J. Brousseau, Pierre Dumouchel. 2000 « Reconnaissance de la parole par composition de transducteurs à états finis ». Communication lors de la conférence : ACFAS : Colloque sur la Modélisation du Monde Réel (Montréal, QC, Canada, mai 2000)
- Chakib Tadj, Pierre Dumouchel, M. Mihoubi, P. Ouellet. 1999 « Environment adaptation and long term parameters in speaker identification ». Communication lors de la conférence : European Speech Communication Association (EuroSpeech) (Budapest, Hungary, Sept., 1999)
- Pierre Dumouchel, R. Vergin, D. O'Shaughnessy. 1997 « La reconnaissance automatique de la parole en français ». Communication lors de la conférence : 65e Congrès de l'ACFAS (Trois-Rivières, QC, Canada, mai 1997)
- M.-H. Talon, Pierre Dumouchel, D. O'Shaughnessy. 1997 « Modélisation du langage pour la reconnaissance de la parole: une approche stochastique non-déterministe à contexte de longueur variable ». Communication lors de la conférence : 65e Congrès de l'ACFAS (Trois-Rivières, QC, Canada, mai 1997)
- Mohamed Cheriet, Daniel Crevier, Jacques A. de Guise, Sylvie Doré, Pierre Dumouchel, Richard Lepage, Rita Noumeir, Robert Sabourin. 1996 « Présentation des activités du laboratoire d'imagerie, de vision et d'intelligence artificielle ». Communication lors de la conférence : Conférence-midi du Département de Génie Électrique de l'ÉTS (Montréal, QC, Canada, 15 févr. 1996)
- Richard Lepage, Rita Noumeir, Pierre Dumouchel. 1996 « Présentation du colloque "L'intelligence artificielle dans les technologies de l'information" ». Communication lors de la conférence : 25e Canadian Science Writers' Association Annual Conference (Montréal, QC, Canada, May, 1996)
- M.-H. Talon, Dumouchel Pierre, D. O'Shaughnessy. 1996 « Modélisation du langage pour la reconnaissance de la parole: une approche stochastique non-déterministe à contexte de longueur convenable ». Communication lors de la conférence : Colloque multidisciplinaire L'intelligence artificielle dans les technologies de l'information tenu dans le cadre du Congrès de l'ACFAS (Montréal, QC, Canada, 13-17 mai 1996)
- R. Vergin, Pierre Dumouchel, D. O'Shaughnessy. 1996 « La reconnaissance automatique de la parole en français québécois ». Communication lors de la conférence : Colloque multidisciplinaire L'intelligence artificielle dans les technologies de l'information tenu dans le cadre du Congrès de l'ACFAS (Montréal, QC, Canada, 13-17 mai 1996)
- Pierre Dumouchel, D. O'Shaughnessy. 1995 « Segmental duration and HMM modelling ». Communication lors de la conférence : ESCA EUROSPEECH 1995 4th European Conference on Speech Communication (Madrid, Spain, Sept., 1995)
- Chahid Ouali, Pierre Dumouchel, Vishwa Gupta. 2017 « Robust video fingerprints using positions of salient regions ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (New Orleans, LA, USA, Mar. 05-09, 2017) IEEE
- Patrice Boucher, Pierre Dufour, Pierrich Plusquellec, Najim Dehak, Pierre Dumouchel, Patrick Cardinal. 2016 « PHYSIOSTRESS: A multimodal corpus of data on acute stress and physiological activation ». Workshop on Multimodal Corpora : Computer vision and language processing (MMC 2016) (Portoroz, Slovenia, May 23-28, 2016) European Language Resources Association (ELRA)
- David Brodeur, François Grondin, Yazid Attabi, Pierre Dumouchel, François Michaud. 2016 « Integration framework for speech processing with live visualization interfaces ». 25th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2016 (New York, NY, USA, Aug. 26-31, 2016) Institute of Electrical and Electronics Engineers Inc.
- Simon Boutin, Réal Tremblay, Patrick Cardinal, Doug Peters, Pierre Dumouchel. 2015 « Audio quotation marks for natural language understanding ». INTERSPEECH 2015. 16th Annual Conference of the International Speech Communication Association (Dresden, Germany, Sept. 6-10, 2015) International Speech Communication Association
- Chahid Ouali, Pierre Dumouchel, Vishwa Gupta. 2015 « Efficient spectrogram-based binary image feature for audio copy detection ». 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (South Brisbane, QLD, Australia, Apr. 19-24, 2015) IEEE
- Chahid Ouali, Pierre Dumouchel, Vishwa Gupta. 2015 « GPU implementation of an audio fingerprints similarity search algorithm ». 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI) (Prague, Czech Republic, June 10-12, 2015) IEEE
- Chalid Ouali, Pierre Dumouchel, Vishwa Gupta. 2015 « Content-based multimedia copy detection ». 2015 IEEE International Symposium on Multimedia (ISM) (Miami, FL, USA, Dec. 14-16, 2015) IEEE Computer Society
- M. J. Alam, P. Kenny, P. Dumouchel, D. O'Shaughnessy. 2014 « Robust feature extractors for continuous speech recognition ». 22nd European Signal Processing Conference, EUSIPCO 2014 (Lisbon, Portugal, Sept. 01-05, 2014) European Signal Processing Conference, EUSIPCO
- M. J. Alam, P. Kenny, P. Dumouchel, D. O'Shaughnessy. 2014 « Robust speech recognition using warped DFT-based cepstral features in clean and multistyle training ». 22nd European Signal Processing Conference, EUSIPCO 2014 (Lisbon, Portugal, Sept. 01-05, 2014) European Signal Processing Conference, EUSIPCO
- M. J. Alam, P. Kenny, Pierre Dumouchel, D. O'Shaughnessy. 2014 « Noise spectrum estimation using Gaussian mixture model-based speech presence probability for robust speech recognition ». Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Singapor, Singapor, Sept. 14-18, 2014) International Speech and Communication Association
- Md Jahangir Alam, Yazid Attabi, Patrick Kenny, Pierre Dumouchel, Douglas O'Shaughnessy. 2014 « Automatic emotion recognition from cochlear implant-like spectrally reduced speech ». Ambient Assisted Living and Daily Activities ; 6th International Work-Conference, IWAAL 2014, Belfast, UK, December 2-5, 2014. Proceedings (Belfast, UK, Dec. 2-5, 2014) Springer Verlag
- Md Jahangir Alam, Patrick Kenny, Pierre Ouellet, Themos Stafylakis, Pierre Dumouchel. 2014 « Supervised/unsupervised voice activity detectors for textdependent speaker recognition on the RSR2015 corpus ». Proceeding of Odyssey 2014: Speaker and Language Recognition Workshop (Joensuu, Finland, June 16-19, 2014) International Speech Communication Association
- C. Ouali, Pierre Dumouchel, V. Gupta. 2014 « A robust audio fingerprinting method for content-based copy detection ». 2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI) (Klagenfurt, Austria, June 18-20, 2014) IEEE
- C. Ouali, Pierre Dumouchel, V. Gupta. 2014 « Robust features for content-based audio copy detection ». Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Singapor, Singapor, Sept. 14-18, 2014) International Speech and Communication Association
- Md Jahangir Alam, Yazid Attabi, Pierre Dumouchel, Patrick Kenny, D. O'Shaughnessy. 2013 « Amplitude modulation features for emotion recognition from speech ». Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Lyon, France, Aug. 25-29, 2013) International Speech and Communication Association
- Yazid Attabi, Md Jahangir Alam, Pierre Dumouchel, Patrick Kenny, Douglas O'Shaughnessy. 2013 « Multiple windowed spectral features for emotion recognition ». 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Vancouver, BC, Canada, May 26-31, 2013) Institute of Electrical and Electronics Engineers
- Gilles Boulianne, Pierre Dumouchel. 2013 « Unsupervised topic model for broadcast program segmentation ». 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Vancouver, BC, Canada, May 26-31, 2013) Institute of Electrical and Electronics Engineers
- Patrick Kenny, Themos Stafylakis, Pierre Ouellet, Md Jahangir Alam, Pierre Dumouchel. 2013 « PLDA for speaker verification with utterances of arbitrary duration ». 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Vancouver, BC, Canada, May 26-31, 2013) Institute of Electrical and Electronics Engineers
- Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Najim Dehak. 2013 « New cosine similarity scorings to implement gender-independent speaker verification ». Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Lyon, France, Aug. 25-29, 2013) International Speech and Communication Association
- Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Themos Stafylakis. 2013 « Efficient iterative mean shift based cosine dissimilarity for multi-recording speaker clustering ». 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Vancouver, BC, Canada, May 26-31, 2013) Institute of Electrical and Electronics Engineers
- T. Stafylakis, P. Kenny, P. Ouellet, J. Perez, M. Kockmann, Pierre Dumouchel. 2013 « Text-dependent speaker recognition using PLDA with uncertainty propagation ». Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Lyon, France, Aug. 25-29, 2013) International Speech and Communication Association
- Themos Stafylakis, Patrick Kenny, Vishwa Gupta, Pierre Dumouchel. 2013 « Compensation for inter-frame correlations in speaker diarization and recognition ». 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Vancouver, BC, Canada, May 26-31, 2013) Institute of Electrical and Electronics Engineers
- Yazid Attabi, Pierre Dumouchel. 2012 « Anchor models and WCCN normalization for speaker trait classification ». 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012 (Portland, OR, USA, Sept. 9-12, 2012) International Speech Communications Association
- Yazid Attabi, Pierre Dumouchel. 2012 « Emotion recognition from children's speech using anchor models ». 3rd International Workshop on Child, Computer and Interaction (WOCCI) (Portland, OR, USA, Sept. 14, 2012) International Society for Computers and Their Applications (ISCA)
- Yazid Attabi, Pierre Dumouchel. 2012 « Emotion recognition from speech: WOC-NN and class-interaction ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
- Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel. 2012 « The A* speech recognition system on parallel architectures ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
- Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel. 2012 « Using A* for the parallelization of speech recognition systems ». 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto, Japan, Mar. 25-30, 2012) Institute of Electrical and Electronics Engineers Inc.
- Mohammed Senoussaoui, Najim Dehak, Patrick Kenny, Reda Dehak, Pierre Dumouchel. 2012 « First attempt of boltzmann machines for speaker verification ». Speaker and Language Recognition Workshop, Odyssey 2012 (Singapore, Singapore, June 25-28, 2012) Chinese and Oriental Languages Information Processing Society (COLIPS), Speaker and Language Characterization SIG
- T. Stafylakis, V. Katsouros, P. Kenny, P. Dumouchel. 2012 « Mean shift algorithm for exponential families with applications to speaker clustering ». Speaker and Language Recognition Workshop, Odyssey 2012 (Singapore, Singapore, June 25-28, 2012) Chinese and Oriental Languages Information Processing Society (COLIPS), Speaker and Language Characterization SIG
- Themos Stafylakis, Vassilis Katsouros, Patrick Kenny, Pierre Dumouchel. 2012 « A mean shift algorithm for manifolds of exponential families ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
- Themos Stafylakis, Patrick Kenny, Mohammed Senoussaoui, Pierre Dumouchel. 2012 « PLDA using Gaussian restricted Boltzmann machines with application to speaker verification ». 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012 (Portland, OR, USA, Sept. 9-12, 2012) International Speech Communications Association
- Themos Stafylakis, Patrick Kenny, Mohammed Senoussaoui, Pierre Dumouchel. 2012 « Preliminary investigation of Boltzmann machine classifiers for speaker recognition ». Speaker and Language Recognition Workshop, Odyssey 2012 (Singapore, Singapore, June 25-28, 2012) Chinese and Oriental Languages Information Processing Society (COLIPS), Speaker and Language Characterization SIG
- Yazid Attabi, Pierre Dumouchel. 2011 « Automatic emotion recognition from speech a PHD research proposal ». 4th International Conference on Affective Computing and Intelligent Interaction (ACII) (Memphis, TN, USA, Oct. 9-12, 2011) Springer Verlag
- Yazid Attabi, Pierre Dumouchel. 2011 « Weighted ordered classes – nearest neighbors: a new framework for automatic emotion recognition from Speech ». 12th International Conference of Interspeech (Interspeech) (Florence, Italy, Aug. 28-31, 2011) International Speech and Communication Association
- Edward Hill, Pierre Dumouchel, Charles Moehs. 2011 « An evidence-based toolset to Capture, Measure, and Assess Emotional Health ». 16th Annual CyberPsychology and CyberTherapy Conference (Gatineau, Canada, June 19-22, 2011)
- Mohamed Senoussaoui, Patrick Kenny, Niko Brümmer, Edward de Villiers, Pierre Dumouchel. 2011 « Mixture of PLDA models in I-vector space for gender-independent speaker recognition ». 12th International Conference of Interspeech (Interspeech) (Florence, Italy, Aug. 28-Sept. 1, 2011) International Speech and Communication Association
- Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouchel, Fabio Castaldo. 2011 « Well-calibrated heavy tailed Bayesian speaker verification for microphone speech ». 36th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Prague, Czech republic, May 22-27, 2011) Institute of Electrical and Electronics Engineers
- Mohammed Senoussaoui, Patrick Kenny, Najim Dehak, Pierre Dumouchel. 2010 « An i-vector extractor suitable for speaker recognition with both microphone and telephone speech ». Odyssey 2010 : The Speaker and Language Recognition Workshop (Brno, Czech Republic, June 28-July 1, 2010)
- Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne. 2009 « Using parallel architectures in speech recognition ». INTERSPEECH 2009 - 10th Annual Conference of the International Speech Communication Association (Brighton, UK, Sept. 6-10, 2009) International Speech and Communication Association
- Najim Dehak, Reda Dehak, Patrick Kenny, Niko Brummer, Pierre Ouellet, Pierre Dumouchel. 2009 « Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification ». 10th Annual Conference of the International Speech Communication Association (INTERSPEECH) (Brighton, England, Sept. 6-10, 2009) ISCA-INST Speech Communication Assoc.
- Najim Dehak, Patrick Kenny, Reda Dehak, Ondrej Glembek, Pierre Dumouchel, Lukas Burget, Valiantsina Hubeika, Fabio Castaldo. 2009 « Support vector machines and joint factor analysis for speaker verification ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Taipei, Taiwan, April 19-24, 2009) Institute of Electrical and Electronics Engineers
- Pierre Dumouchel, Najim Dehak, Yazid Attabi, Reda Dehak, Narjes Boufaden. 2009 « Cepstral and long-term features for emotion recognition ». 10th Annual Conference of the International Speech Communication Association (INTERSPEECH) (Brighton, England, Sept. 6-10, 2009) ISCA-INST Speech Communication Assoc.
- Narjès Boufaden, Pierre Dumouchel. 2008 « Leveraging emotion detection using emotions form yes-no answers ». 9th International Conference of Speech Communication Association 2008 (INTERSPEECH) (Brisbane, Australia, Sept. 22-26, 2008) International Speech Communications Association
- Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne, Michel Comeau. 2008 « GPU accelerated acoustics likelihood computations ». 9th Annual Conference of the International Speech Communication Association (INTERSPEECH) (Brisbane, Australia, Sept. 22-26, 2008) International Speech Communication Association
- Najim Dehak, Réda Dehak, Patrick Kenny, Pierre Dumouchel. 2008 « Comparison between factor analysis and GMM support vector machines for speaker verification ». Odyssey : the Speaker and Language Recognition Workshop (Stellenbosch, South Africa, Jan. 21-24, 2008)
- R. Dehak, N. Dehak, P. Kenny, Pierre Dumouchel. 2008 « Linear and non linear kernel GMM support vector machines for speaker verification ». 8th Annual Conference of the International Speech Communication Association (Interspeech) (Antwerp, Belgium, Aug. 27-31, 2007) International Speech Communication Association
- Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel. 2008 « Kernel combination for SVM speaker verification ». Odyssey : the Speaker and Language Recognition Workshop (Stellenbosch, South Africa, Jan. 21-24, 2008)
- V. Gupta, G. Boulianne, P. Kenny, Pierre Dumouchel. 2008 « Advertisement detection in french broadcast news using acoustic repetition and gaussian mixture models ». 9th Annual Conference of the International Speech Communication Association (INTERSPEECH) (Brisbane, Australia, Sept. 22-26, 2008) International Speech Communication Association
- V. Gupta, G. Boulianne, P. Kenny, P. Ouellet, Pierre Dumouchel. 2008 « Speaker diarization of french broadcast news ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Las Vegas, NV, USA, March 31-April 4, 2008) Institute of Electrical and Electronics Engineers
- Vishwa Gupta, Patrick Kenny, Pierre Ouellet, Gilles Boulianne, Pierre Dumouchel. 2008 « Multiple feature combination to improve speaker diarization of telephone conversations ». IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) (Kyoto, Japan, Dec. 9-13, 2007) Institute of Electrical and Electronics Engineers
- Patrick Kenny, Najim Dehak, Réda Dehak, Vishwa Gupta, Pierre Dumouchel. 2008 « The role of the speaker factors in the NIST extended data task ». Odyssey : the Speaker and Language Recognition Workshop (Stellenbosch, South Africa, Jan. 21-24, 2008)
- Patrick Kenny, Najim Dehak, Pierre Ouellet, Vishwa Gupta, Pierre Dumouchel. 2008 « Development of the primary CRIM system for the NIST 2008 speaker recognition evaluation ». 9th Annual Conference of the International Speech Communication Association (INTERSPEECH) (Brisbane, Australia, Sept. 22-26, 2008) International Speech Communication Association
- Narjès Boufaden, Truong Le Hoang, Pierre Dumouchel. 2007 « Détection et prédiction de la satisfaction des usagers dans les dialogues personne-machine ». Actes sur le Traitement Automatique des Langues Naturelles (TALN) (Toulouse, France, 5-8 juin 2007) CRIM
- Najim Dehak, Patrick Kenny, Pierre Dumouchel. 2007 « Continuous prosodic features and formant modeling with joint factor analysis for speaker verification ». 8th Annual Conference of the International Speech Communication Association (Interspeech) (Antwerp, Belgium, Aug. 27-31, 2007) International Speech Communication Association
- Réna Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel. 2007 « Linear and non linear kernel GMM super vector machines for speaker verification ». Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Antwerp, Belgium, Aug. 27-31, 2007) ISCA
- Patrick Kenny, Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel. 2006 « Improvements in factor analysis based speaker verification ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toulouse, France, May 14-19, 2006)
- Patrick Kenny, Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel. 2006 « The geometry of the channel space in GMM-based speaker recognition ». IEEE Odyssey-The Speaker and Language Recognition Workshop (San Juan, PR, USA, June 28-30, 2006) Institute of Electrical and Electronics Engineers
- Patrick Kenny, Vishwa Gupta, Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel. 2006 « Feature normalization using smoothed mixture transformations ». Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Pittsburgh, PA, USA, Sept. 17-21, 2006) DUMMY PUBID
- Patrick Kenny, Gilles Boulianne, Pierre Quellet, Pierre Dumouchel. 2005 « Factor analysis simplified ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Philadelphia, PA, USA, Mar. 18-23, 2005) Institute of Electrical and Electronics Engineers
- M. Mihoubi, D. O'Shaughnessy, P. Dumouchel. 2005 « Relevant information extraction for discriminative training applied to speaker identification ». Interspeech 2006 - 9th European Conference on Speech Communication and Technology (Lisbon, Portugal, Sept. 04-08, 2005) International Speech Communication Association
- P. Kenny, P. Dumouchel. 2004 « Disentangling speaker and channel effects in speaker verification ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Montréal, QC, Canada, May 17-21, 2004)
- Patrick Kenny, Pierre Dumouchel. 2004 « Experiments in speaker verification using factor analysis likelihood ratios ». ODYSSEY 2004 - The Speaker and Language Recognition Workshop (Toledo, Spain, May 31-June 3, 2004)
- M. Mihoubi, P. Dumouchel, D. O'Shaughnessy. 2004 « The use of typical sequences for robust speaker identification ». INTERSPEECH 2004 - 8th International Conference on Spoken Language Processing, ICSLP (Jeju Island, South Korea, Oct. 04-08, 2004) International Speech Communication Association
- Gilles Boulianne, Jean-François Beaumont, Patrick Cardinal, Michel Comeau, Pierre Ouellet, Pierre Dumouchel. 2003 « Automatic segmentation of film dialogues into phonemes and graphemes ». Proceedings of the 8th European Conference on Speech Communication and Technology (Eurospeech 2003) (Geneva, Switzerland, Sept. 1-4, 2003) International Speech and Communication Association
- P. Kenny, M. Mihoubi, P. Dumouchel. 2003 « New MAP estimators for speaker recognition ». EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology (Geneva, Switzerland, Sept. 01-04, 2003) International Speech Communication Association
- M. Mihoubi, G. Boulianne, P. Dumouchel. 2003 « Discriminative training and maximum likelihood detector for speaker identification ». EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology (Geneva, Switzerland, Sept. 01-04, 2003) International Speech Communication Association
- Rubem Dutra Ribeiro Fagundes, Juarez Sagebin Corrêa, Pierre Dumouchel. 2002 « A new phonetic model for continuous speech recognition systems ». 6th International Conference on Signal Processing (ICSP) (Beijing, China, Aug. 26-30, 2002) Institute of Electrical and Electronics Engineers Inc.
- P. Kenny, G. Boulianne, P. Dumouchel. 2002 « Maximum likelihood estimation of eigenvoices and residual variances for large vocabulary speech recognition tasks ». 7th International Conference on Spoken Language Processing, ICSLP 2002 (Denver, CO, USA, Sept. 16-20, 2002) International Speech Communication Association
- N. Smaili, P. Cardinal, G. Boulianne, P. Dumouchel. 2002 « Disambiguation of finite-state transducers ». Proceedings of the 19th International Conference on Computational Linguistics (COLING2002) (Taipei, Taiwan, Aug. 26-30, 2002) Association for Computational Linguistics (ACL)
- Gilles Boulianne, Pierre Dumouchel. 2001 « Out-of-vocabulary word modeling using multiple lexical fillers ». IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) (Madonna di Campiglio, Italy, Dec. 9-13, 2001) Institute of Electrical and Electronics Engineers Inc.
- Gilles Boulianne, Pierre Ouellet, Pierre Dumouchel. 2001 « A transducer approach to word graph generation ». EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology (Aalborg, Denmark, Sept. 3-7, 2001) International Speech Communication Association
- Patrick Kenny, Gilles Boulianne, Pierre Dumouchel. 2001 « What is the best type of prior distribution for EMAP speaker adaptation? ». EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology (Aalborg, Denmark, Sept. 3-7, 2001) International Speech Communication Association
- G. Boulianne, J. Brousseau, P. Ouellet, P. Dumouchel. 2000 « Parlable: The CRIM transducer-based ASR system ». RFIA 2000 : 12e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, Paris 1-3 fév. 2000, Salons de l'Aveyron (Paris, France, Feb. 1-3, 2000) TELECOM Paris
- G. Boulianne, J. Brousseau, P. Ouellet, Pierre Dumouchel. 2000 « French large vocabulary recognition with cross-word phonology transducers ». Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2000) (Istanbul, Turkey, June 5-9, 2000) IEEE
- J. Brousseau, P. Dumochel, N. Talbot, C. Tadj. 2000 « Phone and parameter based approaches to topic spotting ». RFIA 2000 : 12e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, Paris 1-3 fév. 2000, Salons de l'Aveyron (Paris, France, Feb. 1-3, 2000) TELECOM Paris
- Patrick Kenny, Gilles Boulianne, Pierre Dumouchel. 2000 « Bayesian adaptation revisited ». Proceedings of ISCA Tutorial and Research Workshop (ITRW) ASR2000-Automatic Speech Recognition: Challenges for the new Millenium (Paris, France, 18-20 sept. 2000)
- Gilles Boulianne, Julie Brousseau, Nathalie Talbot, Pierre Dumouchel. 1999 « Experiments in constrained maximum likelihood extraction of temporal features for speech recognition ». Eurospeech 99: 6th European Conference on Speech Communication and Technology: Budapest, Hungary, September 5-9, 1999 (Budapest, Hungary, Sept. 5-9, 1999) ESCA
- Chakib Tadj, Pierre Dumouchel, Mohamed Mihoubi, Pierre Ouellet. 1999 « Environment adaptation and long term parameters in speaker identication ». Eurospeech 99: 6th European Conference on Speech Communication and Technology: Budapest, Hungary, September 5-9, 1999 (Budapest, Hungary, Sept. 5-9, 1999) ESCA
- Rivarol Vergin, Douglas O'Shaughnessy, Pierre Dumouchel. 1999 « Toward parametric representation of speech for speaker recognition systems ». Eurospeech 99: 6th European Conference on Speech Communication and Technology: Budapest, Hungary, September 5-9, 1999 (Budapest, Hungary, Sept. 5-9, 1999) ESCA
- P. Ouellet, C. Tadj, P. Dumouchel. 1998 « Dialog and prosodic models for text-independent speaker identification ». RLA2C Speaker Recognition and its Commercial and Forensic Applications (Avignon, France, Apr. 20-23, 1998) Centre national de la recherche scientifique
- Chakib Tadj, Pierre Dumouchel, Yu Fang. 1998 « N-Best GMM's for speaker identification ». Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997 (Rhodes, Greece, Sept. 22-25, 1997) ESCA
- Chakib Tadj, Pierre Dumouchel, Pierre Ouellet. 1998 « GMM based speaker identification using training-time-dependent number of mixtures ». IEEE International Conference on Acoustics, Speech and Signal Processing (Seattle, WA, USA, May 12-15, 1998) Institute of Electrical and Electronics Engineers
- Chakib Tadj, Pierre Dumouchel, Frank Poirier. 1998 « FDVQ based keyword spotter which incorporates a semi-supervised learning for primary processing ». Eurospeech 97: 5th European Conference on Speech Communication and Technology: Rhodes, Greece, 22-25 September, 1997 (Rhodes, Greece, Sept. 22-25, 1997) ESCA
- Pierre Dumouchel, Rivarol Vergin, Douglas O'Shaughnessy, Jean Rouat. 1997 « La reconnaissance de la parole en français ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Association Canadienne-Française pour l'Avancement des Sciences
- Marie-Hélène Talon, Pierre Dumouchel, Douglas O'Shaughnessy. 1997 « Modélisation du langage pour la reconnaissance de la parole : une approche stochastique non-déterministe à contexte de longueur variable ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Association Canadienne-Française pour l'Avancement des Sciences
- P. Dumouchel, D. O'Shaughnessy. 1995 « Segmental intensity and HMM modelling ». Canadian Conference on Electrical and Computer Engineering, 1995 (Montreal, QC, Canada, Sept. 5-8, 1995) IEEE
- P. Dumouchel. 1994 « Suprasegmental features and continuous speech recognition ». Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing (Adelaide, Australia, Apr. 19-22, 1994) Institute of Electrical and Electronics Engineers Inc.
- P. Dumouchel, V. Gupta, M. Lennig, P. Mermelstein. 1988 « Three probabilistic language models for a large-vocabulary speech recognizer ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New York City, NY, USA, Apr. 11-14, 1988) IEEE