Speech recognition using a neural net

Electrical audio signal processing systems and devices – One-way audio signal program distribution – Public address system

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395 241, G10L 708

Patent

active

052789110

ABSTRACT:
Multiple examples of a vocabulary of known words are recorded. The examples of each word are temporally aligned and supplied to a neural net which identifies unique features of each word which discriminate it from other words in the vocabulary. These unique features are integrated with parameters of a Hidden Semi-Markov model and stored. Speech signals from unknown words are then compared with the stored unique feature information after syntax restriction.

REFERENCES:
patent: Re33597 (1991-05-01), Levinson et al.
patent: 4587670 (1986-05-01), Levinson et al.
patent: 4852180 (1989-07-01), Levinson
patent: 5040215 (1991-08-01), Amano et al.
"A Neural Network Model Extracting Features From Speech Signals" by T. Ito et al. Systems and Comm. in Japan, vol. 19, No. 3, Mar. 1988, pp. 32-45.
"Learning Phonetic Features Using Connectionist Networks: An Experiment in Speech Recognition", by R. L. Watrous et al., IEEE First International Conference on Neural Networks, vol. IV, 21 Jun. 1987, pp. 381-388.
"Speech Pattern Discrimination and Multilayer Perceptrons" by H. Bourlard et al, Computer Speech and Language, vol. 3, No. 1, Jan. '89, pp. 1-19.
"Perceptrons and Multi-Layer Perceptrons in Speech Recognition: Improvements From Temporal Warping of the Training Material" by B. Kammerer et al, Neural Networks From Models to Applications, Jun. 6, 1988, pp. 531-540.
"Self-Organization and Associative Memory"; 2nd edition, by T. Kohonen, 5.6, pp. 141-142, 170 and 202-203.

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