Amazon Technologies, Inc.

Deepthi Devaiah Devanira

Sravan Babu Bodapati

Katrin Kirchhoff

Monica Lakshmi Sunkara

Varun Sembium Varadarajan

Yue Yang

Srikanth Ronanki

Pu Paul Zhao

Chaitanya Shivade

Techniques for managing access to sensitive data in transcriptions are described. A method for managing access to sensitive data in transcriptions may include receiving a request to generate a redacted transcript of content, obtaining a transcript of the content, sending at least a portion of the transcript to a model endpoint to identify sensitive entities in the transcript, receiving an inference response identifying one or more sensitive entities in the transcript, and generating the redacted transcript based at least one the transcript and the inference response.

Managing access to sensitive data in transcriptions

Portions of text data generated from inverse text normalization may be redacted. Text data for redaction may be obtained. One or more inverse text normalization models may be applied to the text data to generate normalized text data. A machine learning model, trained to recognize text for redaction, may be applied to identify portions of the normalized text data for redaction. The identified portions may be redacted and the redacted normalized text provided to a destination.

Redacting portions of text transcriptions generated from inverse text normalization

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Seattle, WA, United States of America

Deepthi Devaiah Devanira