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:
Aug. 02, 2022

Filed:

Oct. 16, 2020
Applicant:

Agora Lab, Inc., Santa Clara, CA (US);

Inventors:

Yunyun Ji, Shanghai, CN;

Ruofei Chen, Shanghai, CN;

Zihe Liu, Shanghai, CN;

Xiaohan Zhao, Shanghai, CN;

Siqiang Yao, Shanghai, CN;

Assignee:

Agora Lab, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/20 (2006.01); G10L 25/03 (2013.01); G10L 15/16 (2006.01);
U.S. Cl.
CPC ...
G10L 15/20 (2013.01); G10L 15/16 (2013.01); G10L 25/03 (2013.01);
Abstract

A method includes extracting, from a frame of the audio sample, spectral features indicative of cochlear impulse response of an auditory system; obtaining an estimate of a speech signal in the frame from a neural network that is trained, during a training phase, to accept the spectral features as input and output the estimate of the speech signal, where the estimate of the speech signal includes reverberation and excludes noise present in the frame; mapping the estimate of the speech signal to a frequency domain of the frame using mapping parameters obtained during the training phase to obtain an estimate of a reverberant speech spectrum in the frame; and obtaining, from a time-distributed neural network, a dereverberant frame of the frame, where the estimate of the reverberant speech spectrum in the frame is used as an input to the time-distributed neural network.


Find Patent Forward Citations

Loading…