Adapting speech recognition acoustic models with environmental and social cues

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United States of America Patent

PATENT NO 9208781
APP PUB NO 20140303970A1
SERIAL NO

13857571

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Abstract

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An acoustic model adaptation system includes a memory device and a model selector engine coupled to the memory device. The model selector engine is configured to compile information of environmental conditions to identify a current speech environment for audio input into a speech recognizer on a device. The model selector engine is further configured to compare the information of the environmental conditions with profiles of acoustic models. Each profile associates with an acoustic model. Each acoustic model compensates for background noise or acoustical distortions of the audio input. The model selector engine is further configured to select a first acoustic model for the speech recognizer based on the information of the environmental conditions exclusive of audio input from the user.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bell, Denise A Austin, US 61 408
DeLuca, Lisa Seacat San Francisco, US 788 5758
Jenkins, Jana H Raleigh, US 215 1063
Kusnitz, Jeffrey A Campbell, US 111 745

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