Amazon Technologies, Inc.

Saket Dingliwal

Sravan Babu Bodapati

Katrin Kirchhoff

John Baker

Ankur Gandhe

Ashish Vishwanath Shenoy

Anubhav Mishra

Ravi Teja Gadde

Domain-specific parameters may be used for tuning speech processing. A pre-trained transformer-based language model may train domain-specific parameters using domain-specific unlabeled text data. This domain-specific parameters can then be appended to candidate texts produced by a speech model on received speech data and input to the transformer-based language model to score the candidate texts. The scores of the candidate texts determined using the pre-trained transformer-based language model can then be used to select a candidate text for further speech processing.

Domain-specific parameter pre-fixes for tuning automatic speech recognition

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Bellevue, WA, United States of America

Saket Dingliwal