A reverberation-time-aware approach to speech dereverberation based on deep neural networks
A reverberation-time-aware deep-neural-network (DNN)-based speech dereverberation
framework is proposed to handle a wide range of reverberation times. There are three key …
framework is proposed to handle a wide range of reverberation times. There are three key …
An end-to-end deep learning approach to simultaneous speech dereverberation and acoustic modeling for robust speech recognition
We propose an integrated end-to-end automatic speech recognition (ASR) paradigm by joint
learning of the front-end speech signal processing and back-end acoustic modeling. We …
learning of the front-end speech signal processing and back-end acoustic modeling. We …
Speech dereverberation and source separation using DNN-WPE and LWPR-PCA
JJC Sheeja, B Sankaragomathi - Neural Computing and Applications, 2023 - Springer
Speech signals observed from distantly placed microphones may have some acoustic
interference, such as noise and reverberation. These may lead to the degradation of the …
interference, such as noise and reverberation. These may lead to the degradation of the …
Dereverberation of autoregressive envelopes for far-field speech recognition
A Purushothaman, A Sreeram, R Kumar… - Computer Speech & …, 2022 - Elsevier
The task of speech recognition in far-field environments is adversely affected by the
reverberant artifacts that elicit as the temporal smearing of the sub-band envelopes. In this …
reverberant artifacts that elicit as the temporal smearing of the sub-band envelopes. In this …
[PDF][PDF] Joint Training of Multi-Channel-Condition Dereverberation and Acoustic Modeling of Microphone Array Speech for Robust Distant Speech Recognition.
We propose a novel data utilization strategy, called multichannel-condition learning,
leveraging upon complementary information captured in microphone array speech to jointly …
leveraging upon complementary information captured in microphone array speech to jointly …
스마트폰사용자취득미디어기반가상현실서비스를위한음향처리기술
최승호 - 한국통신학회지(정보와통신), 2018 - dbpia.co.kr
본고는 일반 스마트폰 사용자들이 취득한 음향신호를 기반으로 하는 자유 시점에서의 가상현실
서비스에 관한 것이다. 이를 위해 필요한 음향처리 관련 요소 기술들에 대한 소개 및 연구동향 …
서비스에 관한 것이다. 이를 위해 필요한 음향처리 관련 요소 기술들에 대한 소개 및 연구동향 …
[PDF][PDF] I. EARNED DEGREES
CHUI LEE - 2016 - chl.ece.gatech.edu
COLLEGE OF ENGINEERING Page 1 -1- CHIN-HUI LEE PROFESSOR SCHOOL OF
ELECTRICAL AND COMPUTER ENGINEERING JANUARY 2018 I. EARNED DEGREES • Ph.D …
ELECTRICAL AND COMPUTER ENGINEERING JANUARY 2018 I. EARNED DEGREES • Ph.D …