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02/09/2023
Joint Acoustic Echo Cancellation and Speech Dereverberation Using Kalman filters
This paper proposes a joint acoustic echo cancellation (AEC) and speech ...
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09/13/2022
Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection
Detecting mass in mammogram is significant due to the high occurrence an...
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05/30/2022
Personalized Acoustic Echo Cancellation for Full-duplex Communications
Deep neural networks (DNNs) have shown promising results for acoustic ec...
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03/27/2022
Causality Inspired Representation Learning for Domain Generalization
Domain generalization (DG) is essentially an out-of-distribution problem...
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02/14/2022
Multi-Task Deep Residual Echo Suppression with Echo-aware Loss
This paper introduces the NWPU Team's entry to the ICASSP 2022 AEC Chall...
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10/16/2021
Controllable Multichannel Speech Dereverberation based on Deep Neural Networks
Neural network based speech dereverberation has achieved promising resul...
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10/16/2021
NN3A: Neural Network supported Acoustic Echo Cancellation, Noise Suppression and Automatic Gain Control for Real-Time Communications
Acoustic echo cancellation (AEC), noise suppression (NS) and automatic g...
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05/19/2021
Projector-Guided Non-Holonomic Mobile 3D Printing
Fused deposition modeling (FDM) using mobile robots instead of the gantr...
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04/09/2021
Joint Online Multichannel Acoustic Echo Cancellation, Speech Dereverberation and Source Separation
This paper presents a joint source separation algorithm that simultaneou...
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02/17/2021
Weighted Recursive Least Square Filter and Neural Network based Residual Echo Suppression for the AEC-Challenge
This paper presents a real-time Acoustic Echo Cancellation (AEC) algorit...
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09/02/2020
DARWIN: A Highly Flexible Platform for Imaging Research in Radiology
To conduct a radiomics or deep learning research experiment, the radiolo...
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11/11/2019
Program Synthesis by Type-Guided Abstraction Refinement
We consider the problem of type-directed component based synthesis where...
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10/25/2017
Relative Transfer Function Inverse Regression from Low Dimensional Manifold
In room acoustic environments, the Relative Transfer Functions (RTFs) ar...
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07/01/2017
Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments
Multichannel linear filters, such as the Multichannel Wiener Filter (MWF...
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09/21/2015
Noise Robust IOA/CAS Speech Separation and Recognition System For The Third 'CHIME' Challenge
This paper presents the contribution to the third 'CHiME' speech separat...
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09/09/2015
Fast Second-Order Stochastic Backpropagation for Variational Inference
We propose a second-order (Hessian or Hessian-free) based optimization m...
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01/06/2014