Speech recognition method and apparatus for use therein

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395 247, G10L 506

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057518980

ABSTRACT:
Speech recognition is achieved using a normalized cumulative distance. A normalized Dynamic Programming (DP) value is calculated by dividing a cumulative path distance by an optimal integral path length. The path length is calculated iteratively by adding 2 if the warping path is diagonal or by adding 3 if the warping path is horizontal or vertical. Distance may be calculated by measuring a difference between input power and average power. The power difference is weighted by a coefficient (.lambda.) between 0 and 1. A Mahalanobis distance is then weighted by (1-.lambda.) and added to the weighted power difference.

REFERENCES:
patent: Re31188 (1983-03-01), Pirz et al.
patent: 4181821 (1980-01-01), Pirz et al.
patent: 4592085 (1986-05-01), Watari et al.
patent: 4707858 (1987-11-01), Fette
"Isolated Words Recognition Using DP Matching And Mahalanobis Distance", Denshi Tsushin Gakkai Ronbunshi, vol. J66-A, No. 1 (Jan. 1983), pp. 64-70.
Rabiner, et al., "On the Performance of Isolated Word Speech Recognizers Using Vector Quantization and Temporal Energy Contours," AT&T Bell Laboratories Technical Journal, vol. 63(1984) Sep., No. 7, pp. 1245-1260.
Boyer, et al., "Dynamic Time Warping and Vector Quantization in Isolated and Connected Word Recognition," European Conference on Speech Technology, vol. 2, Sep. 1987, pp. 436-439.
Niyada, et al., "Consonant Recognition Methods for Unspecified Speakers Using BPF Powers and Time Sequence of LPC Cepstrum Coefficients," Systems and Computers in Japan, vol. 18, No. 6, Jun. 1987, pp. 47-59.
Kitazume, et al., "LSI Implementation of a Pattern Matching Algorithm for Speech Recognition," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-33, No. 1, Feb. 1985, pp. 1-4.
Kimura, et al., "A Telephone Speech Recognition System Using Word Spotting Technique Based on Statistical Measure," Proceedings: ICASSP '87, 1987 International Conference on Acoustics, Speech, and Signal Processing, vol. 2 of 4, Apr. 6-9, 1987, Dallas, Texas, pp. 1175-1178.
Nakagawa, "A Connected Spoken Word Recognition Method by O(n) Dynamic Programming Pattern Matching Algorithm," ICASSP '83 Proceedings, IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 1 of 3, Apr. 14-16, 1983, Boston, Massachusetts, pp. 296-299.
Silverman, et al., "An Early-Decision, Real-Time, Connected-Speech Recognizer," Proceedings: ICASSP '87, International Conference on Acoustics, Speech, and Signal Processing, vol. 1 of 4, Apr. 6-9, 1987, Dallas, Texas, pp. 97-100.
Kawabata, et al., "Automatic Organization of Word Spotting Reference Patterns," Review of the Electrical Communications Laboratories, vol. 35, No. 6, 1987, pp. 681-686, 1987.
Davis, et al., "Comparison of Parametric Representations for Monosyllabic Word Recognition in Continuously Spoken Sentences," IEEE Transactions of Acoustics, Speech, and Signal Processing, vol. ASSP-28, No. 4, Aug. 1980, pp. 357-366.
Sakoe et al., "Dynamic Programming Algorithm Optimization for Spoken Word Recognition", IEEE Trans of ASSP, vol. ASSP-26, No. 1, Feb. 1978, pp. 43-49.
Rabiner, "Speaker-Independent Recognition of Isolated Words Using Clustering Techniques," IEEE Trans. on ASSP, vol. ASSP-27, No. 4, Aug. 1979, pp. 336-349.

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