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:
Mar. 26, 2024

Filed:

Jan. 29, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Aaron K. Baughman, Cary, NC (US);

Gray Franklin Cannon, Atlanta, GA (US);

Sara Perelman, New York, NY (US);

Gary William Reiss, Buford, GA (US);

Corey B. Shelton, Marietta, GA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G10L 13/02 (2013.01); G06N 3/08 (2023.01); G10L 15/18 (2013.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01);
U.S. Cl.
CPC ...
G10L 13/02 (2013.01); G06N 3/08 (2013.01); G10L 15/18 (2013.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01);
Abstract

A method, computer system, and a computer program product for speech synthesis is provided. The present invention may include generating one or more final voiceprints. The present invention may include generating one or more voice clones based on the one or more final voiceprints. The present invention may include classifying the one or more voice clones into a grouping using a language model, wherein the language model is trained using manually classified uncloned voice samples. The present invention may include identifying a cluster within the grouping, wherein the cluster is identified by determining a difference between corresponding vectors of the one or more voice clones below a similarity threshold. The present invention may include generating a new archetypal voice by blending the one or more voice clones of the cluster where the difference between the corresponding vectors is below the similarity threshold.


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