The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 16, 2026

Filed:

Feb. 22, 2022
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Arijit Mukherjee, Uttarpara, IN;

Shubham Bansal, Yamunanagar, IN;

Sandeepkumar Satpal, Hyderabad, IN;

Rupeshkumar Rasiklal Mehta, Hyderabad, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 13/02 (2013.01); G06N 3/088 (2023.01); G10L 13/00 (2006.01); G10L 13/10 (2013.01); G10L 25/30 (2013.01); G10L 25/63 (2013.01);
U.S. Cl.
CPC ...
G10L 13/02 (2013.01); G06N 3/088 (2013.01); G10L 13/00 (2013.01); G10L 13/10 (2013.01); G10L 25/30 (2013.01); G10L 25/63 (2013.01); G10L 2013/105 (2013.01);
Abstract

A text to speech (TTS) model is trained based on training data including text samples. The text samples are provided to a text embedding model for outputting text embeddings for the text samples. The text embeddings are clustered into several clusters of text embeddings. The several clusters are representative of variations in emotion. The TTS model is then trained based upon the several clusters of text embeddings. Upon being trained, the TTS model is configured to receive text input and output a spoken utterance that corresponds to the text input. The TTS model is configured to output the spoken utterance with emotion. The emotion is based upon the text input and the training of the TTS model.


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