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.
AI classification
Ownership
NUANCE COMMUNICATIONS, INC.
assignment · 199180432
Assignors
HEBERT, MATTHIEU
On an employer assignment, the assignors are typically the inventors.