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:
Jan. 30, 2024

Filed:

Feb. 11, 2021
Applicant:

Spotify Ab, Stockholm, SE;

Inventor:

Daniel Bromand, Stockholm, SE;

Assignee:

Spotify AB, Stockholm, SE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/06 (2013.01); G06F 7/58 (2006.01); G10L 13/02 (2013.01); G10L 15/07 (2013.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G06F 7/582 (2013.01); G10L 13/02 (2013.01); G10L 15/07 (2013.01); G10L 2015/0635 (2013.01);
Abstract

Systems, methods, and devices for training and testing utterance based frameworks are disclosed. The training and testing can be conducting using synthetic utterance samples in addition to natural utterance samples. The synthetic utterance samples can be generated based on a vector space representation of natural utterances. In one method, a synthetic weight vector associated with a vector space is generated. An average representation of the vector space is added to the synthetic weight vector to form a synthetic feature vector. The synthetic feature vector is used to generate a synthetic voice sample. The synthetic voice sample is provided to the utterance-based framework as at least one of a testing or training sample.


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