SENSOR BASED SPEECH RECOGNIZER SELECTION, ADAPTATION AND COMBINATION

Patent №

US 7,302,393

Granted

2007-11-27

Filed 2005

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

+1 more

AI components

3

ml · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10539454

A method and respective system for operating a speech recognition system, in which a plurality of recognizer programs are accessible to be activated for speech recognition, and are combined on a per need basis in order to efficiently improve the results of speech recognition done by a single recognizer. In order to adapt such system to the dynamically changing acoustic conditions of various operating environments and to the particular requirements of running in embedded systems having only a limited computing power available, it is proposed to a) collect selection base data characterizing speech recognition boundary conditions, e.g. the speaker person and the environmental noise, etc., with sensor means, and b) using program-controlled arbiter means for evaluating the collected data, e.g., a decision engine including software mechanism and a physical sensor, to select the best suited recognizer or a combination thereof out of the plurality of available recognizers.

AI classification

Speech1.00
Machine learning0.94
AI hardware0.91
Natural language0.26
Planning0.01
Vision0.01
Knowledge representation0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 164170133

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 655360574

Assignors

FISCHER, VOLKER, KUNZMANN, SIEGFRIED

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

From the same owner

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