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. 14, 2025

Filed:

Dec. 29, 2023
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Neil Zeghidour, Paris, FR;

Marco Tagliasacchi, Kilchberg, CH;

Dominik Roblek, Meilen, CH;

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 19/038 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G10L 19/00 (2013.01); G10L 25/30 (2013.01);
U.S. Cl.
CPC ...
G10L 19/038 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G10L 25/30 (2013.01); G10L 2019/0002 (2013.01);
Abstract

Methods, systems and apparatus, including computer programs encoded on computer storage media. According to one aspect, there is provided a method comprising: receiving a new input; processing the new input using an encoder neural network to generate a feature vector representing the new input; and generating a coded representation of the feature vector using a sequence of vector quantizers that are each associated with a respective codebook of code vectors, wherein the coded representation of the feature vector identifies a plurality of code vectors, including a respective code vector from the codebook of each vector quantizer, that define a quantized representation of the feature vector.


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