METHOD FOR REDUCING SEARCH COMPLEXITY IN A SPEECH RECOGNITION SYSTEM

Patent №

US 6,178,401

Granted

2001-01-23

Filed 1998

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09143331

A method is provided for reducing search complexity in a speech recognition system having a fast match, a detailed match, and a language model. Based on at least one predetermined variable, the fast match is optionally employed to generate candidate words and acoustic scores corresponding to the candidate words. The language model is employed to generate language model scores. The acoustic scores are combined with the language model scores and the combined scores are ranked to determine top ranking candidate words to be later processed by the detailed match, when the fast match is employed. The detailed match is employed to generate detailed match scores for the top ranking candidate words.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.84
AI hardware0.82
Planning0.04
Vision0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 95230322

Assignors

FRANZ, MARTIN, NOVAK, MIROSLAV

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

From the same owner

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