END-TO-END STREAMING SPEECH TRANSLATION WITH NEURAL TRANSDUCER

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United States of America Patent

APP PUB NO 20230298566A1
SERIAL NO

17695218

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Abstract

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Systems and methods are provided for obtaining, training, and using an end-to-end AST model based on a neural transducer, the end-to-end AST model comprising at least (i) an acoustic encoder which is configured to receive and encode audio data, (ii) a prediction network which is integrated in a parallel model architecture with the acoustic encoder in the end-to-end AST model, and (iii) a joint layer which is integrated in series with the acoustic encoder and prediction network. The end-to-end AST model is configured to generate a transcription in the second language of input audio data in the first language such that the acoustic encoder learns a plurality of temporal processing paths.

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Patent Owner(s)

Patent OwnerAddress
MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
LI, Jinyu Bellevue, US 124 2102
POST, Matthew John Baltimore, US 1 0
WANG, Peidong Bellevue, US 67 986
XUE, Jian Bellevue, US 22 633

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