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:
Oct. 17, 2023

Filed:

Mar. 10, 2022
Applicant:

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

Inventors:

Zhong-Qiu Wang, Cambridge, MA (US);

Gordon Wichern, Cambridge, MA (US);

Jonathan Le Roux, Cambridge, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G10L 19/06 (2013.01); G10L 25/18 (2013.01); G10L 25/30 (2013.01); G10L 25/12 (2013.01); G10L 21/0224 (2013.01); G06N 3/045 (2023.01); G10L 21/0232 (2013.01); G10L 21/0264 (2013.01); G10L 21/0216 (2013.01);
U.S. Cl.
CPC ...
G10L 21/0224 (2013.01); G06N 3/045 (2023.01); G10L 21/0232 (2013.01); G10L 21/0264 (2013.01); G10L 25/30 (2013.01); G10L 2021/02166 (2013.01);
Abstract

A system and method for reverberation reduction is disclosed. A first Deep Neural Network (DNN) produces a first estimate of a target direct-path signal from a mixture of acoustic signals that include the target direct-path signal and a reverberation of the target direct-path signal. A filter modeling a room impulse response (RIR) for the first estimate is estimated. The filter when applied to the first estimate of the target direct-path signal generates a result closest to a residual between the mixture of the acoustic signals and the first estimate of the target direct-path signal according to a distance function. A mixture with reduced reverberation of the target direct-path signal is obtained by removing the result of applying the filter to the first estimate of the target direct-path signal from the received mixture. A second DNN produces a second estimate of the target direct-path signal from the mixture with reduced reverberation.


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