RECOGNITION OF A SPEECH UTTERANCE AVAILABLE IN SPELLED FORM

Patent №

US 7,006,971

Granted

2006-02-28

Filed 2000

Owner

US PHILIPS ELECTRONICS

+1 more

Lab

AI components

4

ml · nlp · vision · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09663585

This invention relates to a method of recognizing a speech utterance (s) available in spelled form, comprising a processing stage in which a corresponding letter sequence (r) is estimated by means of a letter speech recognition unit (2) based on Hidden Markov Models, and a second processing stage (3) in which the estimated result (r) produced by the first processing stage utilizing a statistical letter sequence model (4) and a statistical model (5) for the speech recognition unit (2) is post-processed, while the dynamic programming method is used during the post-processing. For providing robust and efficient speech recognition procedures for the use of speech signals for system control, a grid structure on which the dynamic programming is based and whose node points are provided for the assignment to accumulated probability values, is converted into a tree structure and that an A* algorithm is used for finding an optimum tree path. Also a speech control device wherein a complete word is input as a control signal and at least part of this word in spelled form is input, while the result of the letter speech recognition is used within the scope of the word speech recognition.

Machine learningNatural languageVisionSpeechG10L 15/08G10L 15/12G10L 15/197G10L 2015/086

AI classification

Speech1.00
Natural language1.00
Machine learning1.00
Vision0.53
Planning0.07
Knowledge representation0.01
AI hardware0.01
Evolutionary computation0.00

Ownership

US PHILIPS ELECTRONICS

assignment · 114580067

KONINKLIJKE PHILIPS ELECTRONICS, N.V.

assignment · 173620425

Assignors

STAHL, VOLKER, FISCHER, ALEXANDER

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

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