Data processing: speech signal processing – linguistics – language – Speech signal processing – Recognition
Reexamination Certificate
2004-06-14
2009-12-15
Wozniak, James S (Department: 2626)
Data processing: speech signal processing, linguistics, language
Speech signal processing
Recognition
C704S255000
Reexamination Certificate
active
07634404
ABSTRACT:
A method and apparatus determine the likelihood of a sequence of words based in part on a segment model. The segment model includes trajectory expressions formed as the product of a polynomial matrix and a generation matrix. The likelihood of the sequence of words is based in part on a segment probability derived by subtracting the trajectory expressions from a feature vector matrix that contains a sequence of feature vectors for a segment of speech. Aspects of the method and apparatus also include training the segment model using such a segment probability.
REFERENCES:
patent: 5600753 (1997-02-01), Iso
patent: 6009392 (1999-12-01), Kanevsky et al.
patent: 6301561 (2001-10-01), Saul
patent: 6401064 (2002-06-01), Saul
patent: 6542866 (2003-04-01), Jiang et al.
patent: 7094164 (2006-08-01), Marty et al.
Gish et al, “A Segmental Speech Model With Applications To Word Spotting”, Apr. 1993, IEEE, ICASSP 1993, vol. 2, p. 447-450.
Gish et al, “Parametric Trajectory Models for Speech Recognition”, Oct 1996, IEEE, ICASSP 1996, vol. 1, p. 333-336.
Hon et al, “Unified frame and segment based models for automatic speech recognition” Jun. 5-9, 2000, in Proc. IEEE ICASSP, vol. 2, 2000, pp. 1-4.
“Probabilistic-trajectory segmental HMMs”,Computer Speech and Language, by Wendy J. Holmes et al., Article No. csla. 1998.0048, pp. 3-37 (1999).
“Parametric Trajectory Mixtures for LVCSR”, by Man-hung Siu et al., ICSLP-1998, 4 pages.
“Speech Recognition Using Hidden Markov Models with Polynomial Regression Functions as Nonstationary States”, by Li Deng et al., IEEE Transactions on Speech and Audio Processing, vol. 2, No. 4, pp. 507-520 (Oct. 1994).
“From HMM's to Segment Models: A Unified View of Stochastic Modeling for Speech Recognition”, by Mari Ostendorf et al., IEEE Transactions on Speech and Audio Processing, vol. 4, No. 5, pp. 360-379 (Sep. 1996).
Hon Hsiao-Wuen
Wang Kuansan
Adesanya Olujimi A
Microsoft Corporation
Turk IP Law, LLC
Wozniak James S
LandOfFree
Speech recognition method and apparatus utilizing segment... does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Speech recognition method and apparatus utilizing segment..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Speech recognition method and apparatus utilizing segment... will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-4142876