SPEECH RECOGNIZER HAVING A SPEECH DATA MEMORY STORING SPEECH DATA AND A REFERENCE PATTERN MEMORY STORING PARTIAL SYMBOL TRAINS OF WORDS FOR RECOGNITION

Patent №

US 5,956,677

Granted

1999-09-21

Filed 1996

Owner

NEC CORPORATION

Lab

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08644273

A speech recognizer includes a feature extracting unit for analyzing an input speech to extract a feature vector of the input speech. A speech data memory stores speech data and symbol trains of the input speech. A reference pattern memory stores sets each of a given partial symbol train of a word presented for recognition and an index of speech data with the expression thereof containing the partial symbol train in the speech data memory. A distance calculating unit reads out speech data corresponding to a partial symbol train stored in the reference pattern memory from the speech data memory, and calculates a distance between the partial symbol train read out from the reference pattern memory and a particular section of the input speech. A pattern matching unit derives, with respect to each word presented for recognition, a division of the subject word interval which minimizes the sum of distances of the input speech sections over an entire word interval. A recognition result calculating unit outputs, as a recognition result, a word presented for recognition, which gives the minimum one of the distances between the input speech data output of the pattern matching unit and all the words presented for recognition.

Machine learningNatural languageSpeechG10L 15/187G10L 15/06G10L 15/10G10L 15/142G10L 15/1815

AI classification

Natural language1.00
Speech1.00
Machine learning0.96
Vision0.48
AI hardware0.11
Planning0.01
Knowledge representation0.01
Evolutionary computation0.00

Ownership

NEC CORPORATION

assignment · 79740095

Assignors

ISO, KEN-ICHI

On an employer assignment, the assignors are typically the inventors.

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