METHOD AND APPARATUS FOR PERFORMING SPEECH RECOGNITION UTILISING A SUPPLEMENTARY LEXICON OF FREQUENTLY USED ORTHOGRAPHIES

Patent №

US 6,018,708

Granted

2000-01-25

Filed 1997

Owner

BELL-NORTHERN RESEARCH, LTD

+2 more

Lab

AI components

4

ml · nlp · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08917548

The invention relates to a method and an apparatus for recognising speech, more particularly to a speech recognition system and method utilising a speech recognition dictionary supplemented by a lexicon containing frequently occurring word sequences (orthographies). In typical speech recognition systems, the process of speech recognition consists of scanning the vocabulary database or dictionary by using a fast match algorithm to find the top N candidates that potentially match the input speech. In a second pass the N candidates are re-scored using more precise likelihood computations. The novel method comprises the introduction of a step in the search stage that consists of forcing the insertion in the list of N candidates entries selected from a lexicon containing frequently used orthographies to increase the probability of occurrence of certain text combinations.

Machine learningNatural languageSpeechKnowledge representationG10L 15/26G10L 15/06G10L 15/187G10L 15/193H04M 1/271G10L 15/22G10L 2015/0631G10L 2015/228+2 more

AI classification

Natural language1.00
Speech1.00
Machine learning0.99
Knowledge representation0.66
Vision0.03
Planning0.00
AI hardware0.00
Evolutionary computation0.00

Ownership

BELL-NORTHERN RESEARCH, LTD

assignment · 90010309

NORTHERN TELECOM LIMITED

assignment · 103520631

NORTEL NETWORKS CORPORATION

namechg · 103970409

Assignors

DAHAN, JEAN-GUY, GUPTA, VISHWA

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

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