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Renato De Mori


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Email: rdemori@cs.mcgill.ca
Home Page: http://www.cs.mcgill.ca/people/faculty/profile?uid
Office: 204N
Phone: +1-514-398-7071
Fax: +1-514-398-3883
Address:
School of Computer Science, McGill University McConnell Eng. Bldg., 204N 3480 University Street Montreal, Qc H3A 2A7

Research Description

Renato De Mori, former director and now emeritus professor at the McGill School of Computer Science and at the University of Avignon (France), has been scientific leader of the European Project LUNA in which research on Spoken Language Understanding (SLU) was performed using real-life data acquired for telephone services. He is now working on the DECODA project on human/human conversation analysis with data collected in the call centre of the RATP public transportation system in Paris.

Renato De Mori is Fellow of the IEEE Computer Society and has been Distinguished Lecturer of the IEEE Signal Processing Society. He is Associate Editor of the IEEE Transactions on Audio, Speech and Language Processing, has been chief Editor of Speech Communication, Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence and other international journals. He is general chairman of INTERSPEECH 2011.

His research activities include the generation of concept hypotheses from signs extracted in continuous, spontaneous telephone speech. Various approaches are used in the ongoing research including continuous space language modelling, conditional random fields and other classifiers, stochastic methods for shallow parsing. Concept hypotheses are composed into semantic structures of which confidence indicators are evaluated. Conceptual structures are also validated using large context information, coming, for example, from dialogue histories. Aspects of dialogue management design are also investigated.

Research on acoustic features, speech processing and denoising for Automatic Speech Recognition (ASR) has been conducted leading to feature combination methods with which significant improvements in the accuracy of the generation of concept hypotheses have been obtained.

Research Interests

Research Labs

Teaching

Selected Publications (click link in front of each publication to see bibtex in ASCII format)

[1] Hahn, S., Dinarelli, M., Raymond, C., Lefèvre, F., Lehnen, P., De Mori, R., Ney, H., and Riccardi, G. Comparing stochastic approaches to spoken language understanding in multiple languages. IEEE Transactions On Audio, Speech, And Language Processing, 2011. In Press.
[2] Tur, G., and De Mori, R. Spoken Language Understanding. John Wiley, 2011. In Press.
[3] Camelin, N., Bechet, F., Damnati, G., and De Mori, R. Detection and interpretation of opinion expressions in spoken surveys. IEEE Transactions On Audio, Speech, And Language Processing, February 2010, v. 18, n. 2, pp. 369-381.
[4] Camelin, N., De Mori, R., Bechet, F., and Damnati, G. Error correction of proportions in spoken opinion surveys. In International Conference on Speech Communication and Technology, Interspeech, Brighton, UK,, 2009.
[5] Raymond, C., Béchet, F., Camelin, N., De Mori, R., and Damnati, G. Sequential decision strategies for machine interpretation of speech. IEEE Transactions on Speech and Audio Processing, 2007, v. 15, n. 1, pp. 162-171.
[6] Gemello, R., Mana, F., and De Mori, R. Automatic speech recognition with a modified ephraim-malah rule. IEEE Signal Processing Letters, 2006, v. 13, n. 1, pp. 52-55.
[7] Gemello, R., Mana, F., Albesano, D., and De Mori, R. Multiple resolution analysis for robust automatic speech recognition. Computer Speech and Language, 2006, v. 20, n. 1, pp. 2-21.
[8] Estève, Y., Raymond, C., De Mori, R., and Janiszek, D. On the use of linguistic consistency in automatic speech recognition. IEEE Transaction on Speech and Audio Processing, 2003, v. 11, n. 6, pp. 746-756.
[9] Carpineto, C., De Mori, R., Romano, G., and Bigi, B. An information theoretic approach to automatic query expansion. ACM Transactions on INFORMATION SYSTEMS, 2001, v. 19, n. 1, pp. 1-27.
[10] De Mori, R. Spoken Dialogues with Computers. Academic Press, 1998.

Last Update:   2011/02/08 10:34:07.201 US/Eastern