Speech recognition

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

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381 45, 381 50, G10L 708, G10L 902

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active

049568655

ABSTRACT:
In a speech recognizer, for recognizing unknown utterances in isolated-word speech or continuous speech, improved recognition accuracy is obtained by augmenting the usual spectral representation of the unknown utterance with a dynamic component. A corresponding dynamic component is provided in the templates with which the spectral representation of the utterance is compared. In preferred embodiments, the representation is mel-based cepstral and the dynamic components comprise vector differences between pairs of primary cepstra. Preferably the time interval between each pair is about 50 milliseconds. It is also preferable to compute a dynamic perceptual loudness component along with the dynamic parameters.

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Kjell Elenius and Mats Blomberg, "Effects of Emphasizing Transitional or Stationary Parts of the Speech Signal in a Discrete Utterance Recognition System", IEEE Proceedings of the ICASSP, 1982, pp. 535-538.
Davis and Mermelstein, "Comparison of Parametric Representations for Monosyllabic Word Recognition in Continnously Spoken Sentences", IEEE Transactions on ASSP, vol. ASSP-28, No. 4, Aug. 1980, pp. 357-366.
Lamel et al, "An Improved Endpoint Detector for Isolated Word Recognition", IEEE Transactions on ASSP, vol. ASSP-29, No. 4, Aug. 1981, pp. 777-785.

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