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US Patent 10580414 Speaker recognition/location using neural network

Patent 10580414 was granted and assigned to Microsoft on March, 2020 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
Microsoft
Microsoft
Current Assignee
Microsoft
Microsoft
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10580414
Date of Patent
March 3, 2020
Patent Application Number
16006405
Date Filed
June 12, 2018
Patent Citations Received
‌
US Patent 12106770 Sound model generation device, sound model generation method, and recording medium
3
‌
US Patent 11646032 Systems and methods for audio processing
4
Patent Primary Examiner
‌
Quynh H. Nguyen
Patent abstract

Computing devices and methods utilizing a joint speaker location/speaker identification neural network are provided. In one example a computing device receives a multi-channel audio signal of an utterance spoken by a user. Magnitude and phase information features are extracted from the signal and inputted into a joint speaker location/speaker identification neural network that is trained via utterances from a plurality of persons. A user embedding comprising speaker identification characteristics and location characteristics is received from the neural network and compared to a plurality of enrollment embeddings extracted from the plurality of utterances that are each associated with an identity of a corresponding person. Based at least on the comparisons, the user is matched to an identity of one of the persons, and the identity of the person is outputted.

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