HAC-models: A novel approach to continuous speech recognition

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2008, Pages 2554-2557

  Van Hamme, Hugo ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

Co occurrence statistics; Information discovery; Non negative matrix factorisation; Speech recognition

Indexed keywords

ACOUSTIC EVENTS; ANALYSIS WINDOWS; CO-OCCURRENCE; CO-OCCURRENCE STATISTICS; FACTORISATION; INFORMATION DISCOVERY; NON-NEGATIVE MATRIX; VARIABLE LENGTH;

CHEMICAL ACTIVATION; CONTINUOUS SPEECH RECOGNITION; FACTORIZATION;

SPEECH COMMUNICATION;

EID: 84867218914     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Scharenborg, O., Norris,D., ten Bosch, L., McQueen, J.M., "How should a speech recognizer work ?", Cognitive Science, 29, 867-918, 2005.
2. Boves, L., ten Bosch, L., Moore, R.K., "ACORNS - Towards computational modeling of communication and recognitions skills", IEEE Int. Conf. on Cognitive Informatics, 349-356, 6-8 Aug. 2007
3. Lee, D.D., Seung, H.S., "Learning the parts of objects by non-negative matrix factorization", Nature, Vol. 401, No. 6755, 788-791, 1999
4. Stouten, V., Demuynck, K., Van hamme, H., "Discovering Phone Patterns in Spoken Utterances by Non-negative Matrix Factorisation." IEEE Signal Processing Letters, Vol. 15, 131-134, 2008.
5. Van hamme, H, "Integration of Asynchronous Knowledge Sources in a Novel Speech Recognition Framework", ISCA ITRW workshop on Speech Analysis and Processing for Knowledge Discovery, Aalborg, Denmark, June 2008, accepted.
6. Norris, D. "Shortlist: A connectionist model of continuous speech recognition", Cognition, 52, 189-234, 1994.
7. Ezzat, T., Bouvrie, J., Poggio, T., "Spectro-Temporal Analysis of Speech Using 2-D Gabor Filters", In. Proc. Interspeech, 506-509, Antwerp, Belgium, August 2007
8. Smaragdis, P., "Non-negative Matrix Factor Deconvolution; Extraction of Multiple Sound Sources from Monophonic Inputs", In C.G. Puntonet and A. Prieto (Eds.), Independent Component Analysis and Blind Signal Separation, 494-499, Springer Berlin / Heidelberg, 2004
9. McClelland, J.L., Elman, J.L., The TRACE model of speech perception. Cognitive Psychology, 18, 1-86, 1996
10. Norris, D., "The Bayesian Reader: Explaining word recognition as an optimal Bayesian decision process." Psychological Review, 113(2), 327-357, 2006