Method and device for removing noise using neural network model

SH Baek, HG Moon, KH Cho, GY Kim… - US Patent 10,593,347, 2020 - Google Patents
(57) ABSTRACT A portable electronic device includes an audio input device and a
processor. The processor is configured to obtain audio input data including a noise signal …

Noise mitigation using machine learning

E Chen, A Therkelsen, E Moberg, WL Hsu - US Patent 10,446,170, 2019 - Google Patents
This disclosure relates to solutions for eliminating undesired audio artifacts, such as
background noises, on an audio channel. A process for implementing the technology can …

Method and device for processing audio signal using audio filter having non-linear characteristics to prevent receipt of echo signal

J Yang, M Hangil, B Soonho, BK Son, K Cho… - US Patent …, 2022 - Google Patents
US11276414B2 - Method and device for processing audio signal using audio filter having
non-linear characteristics to prevent receipt of echo signal - Google Patents US11276414B2 …

System and method for acoustic echo cancelation using deep multitask recurrent neural networks

A Fazeli, M El-Khamy, J Lee - US Patent 11,393,487, 2022 - Google Patents
A system for performing echo cancellation includes: a processor configured to: receive a far-
end signal; record a microphone signal including: a near-end signal; and an echo signal …

System and method for acoustic echo cancelation using deep multitask recurrent neural networks

A Fazeli, M El-Khamy, J Lee - US Patent 10,803,881, 2020 - Google Patents
A method for performing echo cancellation includes: receiving a far-end signal from a far-
end device at a near-end device; recording a microphone signal at the near-end device …

Hybrid learning-based and statistical processing techniques for voice activity detection

R Pishehvar, F Li, A Jukic, M Souden… - US Patent …, 2022 - Google Patents
A hybrid machine learning-based and DSP statistical post-processing technique is disclosed
for voice activity detection. The hybrid technique may use a DNN model with a small context …

Spatial double-talk detector

EB Daher, CM Hera, V Kathavarayan… - US Patent …, 2020 - Google Patents
Double-talk detection systems and methods are provided that include a plurality of
microphones and array processing to detect when a vehicle occupant is speaking. One or …

System and method for acoustic echo cancelation using deep multitask recurrent neural networks

A Fazeli, M El-Khamy, J Lee - US Patent App. 17/827,424, 2022 - Google Patents
A system for performing echo cancellation includes: a processor configured to: receive a far-
end signal; record a microphone signal including: a near-end signal; and an echo signal …

Data storage method for speech-related DNN operations

QIU Zhaoqiang, L Zhang, F Wang, W Tian… - US Patent …, 2023 - Google Patents
A data storage method for speech-related deep neural network (DNN) operations,
characterized by comprising the following steps: 1. determining the configuration parameters …

Method and apparatus for providing noise suppression to an intelligent personal assistant

H Huang, M Courtney, J Van Ee, K Nguyen… - US Patent …, 2023 - Google Patents
A radio frequency connection between a far field voice detection device and a further device
is used to determine a first angular direction from the far field voice detection device to the …