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:
Sep. 08, 2026

Filed:

Oct. 26, 2022
Applicant:

Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);

Inventors:

Niko Moritz, Allston, MA (US);

Jonathan Le Roux, Cambridge, MA (US);

Takaaki Hori, Lexington, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 17/06 (2013.01); G06F 40/169 (2020.01); G10L 15/16 (2006.01); G10L 15/26 (2006.01);
U.S. Cl.
CPC ...
G10L 17/06 (2013.01); G06F 40/169 (2020.01); G10L 15/16 (2013.01); G10L 15/26 (2013.01);
Abstract

A system for performing end-to-end automatic speech recognition (ASR). The system configured to collect a sequence of acoustic frames associated with a mixture of speeches performed by multiple speakers. Each frame from the sequence of acoustic frames is encoded using a multi-head encoder which encodes each frame into a likelihood of a transcription output and a likelihood of an identity of a speaker. The multi-head encoder thus produces a sequence of likelihoods of transcription outputs and a sequence of likelihoods of identities of the speakers corresponding to the sequence of acoustic frames that are decoded using a decoder performing an alignment operation for producing a sequence of transcription outputs annotated with identities of the speakers, for performing speaker separation.


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