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:
May. 06, 2025

Filed:

Nov. 11, 2021
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:
Assistant Examiner:
Int. Cl.
CPC ...
G10L 13/02 (2012.12); G06N 3/088 (2022.12); G10L 13/00 (2005.12); G10L 13/10 (2012.12); G10L 25/30 (2012.12); G10L 25/63 (2012.12);
U.S. Cl.
CPC ...
G10L 13/02 (2012.12); G06N 3/088 (2012.12); G10L 13/00 (2012.12); G10L 13/10 (2012.12); G10L 25/30 (2012.12); G10L 25/63 (2012.12); G10L 2013/105 (2012.12);
Abstract

A computing system obtains text that includes words and provides the text as input to an emotional classifier model that has been trained based upon emotional classification. The computing system obtains a textual embedding of the computer-readable text as output of the emotional classifier model. The computing system generates a phoneme sequence based upon the words of the text. The computing system, generates, by way of an encoder of a text to speech (TTS) model, a phoneme encoding based upon the phoneme sequence. The computing system provides the textual embedding and the phoneme encoding as input to a decoder of the TTS model. The computing system causes speech that includes the words to be played over a speaker based upon output of the decoder of the TTS model, where the speech reflects an emotion underlying the text due to the textual embedding provided to the encoder.


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