CREATION AND USE OF APPLICATION-GENERIC CLASS-BASED STATISTICAL LANGUAGE MODELS FOR AUTOMATIC SPEECH RECOGNITION

Patent №

US 8,135,578

Granted

2012-03-13

Filed 2007

Owner

NUANCE COMMUNICATIONS, INC.

Lab

AI components

4

ml · nlp · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11845015

A method of creating an application-generic class-based SLM includes, for each of a plurality of speech applications, parsing a corpus of utterance transcriptions to produce a first output set, in which expressions identified in the corpus are replaced with corresponding grammar tags from a grammar that is specific to the application. The method further includes, for each of the plurality of speech applications, replacing each of the grammar tags in the first output set with a class identifier of an application-generic class, to produce a second output set. The method further includes processing the resulting second output sets with a statistical language model (SLM) trainer to generate an application-generic class-based SLM.

Machine learningNatural languageSpeechKnowledge representationG06F 40/205G10L 15/197G10L 15/1815G10L 15/183G10L 15/193G10L 2015/228

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.94
AI hardware0.36
Planning0.22
Vision0.14
Evolutionary computation0.00

Ownership

NUANCE COMMUNICATIONS, INC.

assignment · 199180432

Assignors

HEBERT, MATTHIEU

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

From the same owner

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