METHOD AND APPARATUS FOR SPEECH RECOGNITION USING LATENT SEMANTIC ADAPTATION

Patent №

US 7,124,081

Granted

2006-10-17

Filed 2001

Owner

APPLE COMPUTER, INC.

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09967072

A method and apparatus for speech recognition using latent semantic adaptation is described herein. According to one aspect of the present invention, a method for recognizing speech comprises using latent semantic analysis (LSA) to generate an LSA space for a collection of documents and to continually adapt the LSA space with new documents as they become available. Adaptation of the LSA space is optimally two-sided, taking into account the new words in the new documents. Alternatively, adaptation is one-sided, taking into account the new documents but discarding any new words appearing in those documents.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Vision1.00
Knowledge representation0.99
AI hardware0.98
Planning0.28
Evolutionary computation0.04

Ownership

APPLE COMPUTER, INC.

assignment · 122200407

Assignors

BELLEGARDA, JEROME R.

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

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