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Xinmeng Xu
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 26
Top Topics
Pulse Coupled Neural Networks
Lightweight
Speech Enhancement
Finite Element
Top Venues
CoRR
ICASSP
INTERSPEECH
IEEE Signal Process. Lett.
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Publications
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Xinmeng Xu
Improving Monaural Speech Enhancement by Mapping to Fixed Simulation Space With Knowledge Distillation.
IEEE Signal Process. Lett.
31 (2024)
Xinmeng Xu
,
Weiping Tu
,
Yuhong Yang
CASE-Net: Integrating local and non-local attention operations for speech enhancement.
Speech Commun.
148 (2023)
Xinmeng Xu
,
Yiqun Zhang
,
Yuhong Yang
,
Weiping Tu
Leveraging Sound Local and Global Features for Language-Queried Target Sound Extraction.
ICONIP (4)
(2023)
Yajie Liu
,
Xinmeng Xu
,
Weiping Tu
,
Yuhong Yang
,
Li Xiao
Improving Acoustic Echo Cancellation by Mixing Speech Local and Global Features with Transformer.
ICASSP
(2023)
Youqiang Zheng
,
Li Xiao
,
Weiping Tu
,
Yuhong Yang
,
Xinmeng Xu
CQNV: A combination of coarsely quantized bitstream and neural vocoder for low rate speech coding.
CoRR
(2023)
Chang Han
,
Xinmeng Xu
,
Weiping Tu
,
Yuhong Yang
,
Yajie Liu
Exploring the Interactions between Target Positive and Negative Information for Acoustic Echo Cancellation.
CoRR
(2023)
Xinmeng Xu
,
Weiping Tu
,
Yuhong Yang
Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement.
AAAI
(2023)
Xinmeng Xu
,
Weiping Tu
,
Yuhong Yang
PCNN: A Lightweight Parallel Conformer Neural Network for Efficient Monaural Speech Enhancement.
CoRR
(2023)
Xiaohua Zhang
,
Xinmeng Xu
A moving finite element method for solving two-dimensional coupled Burgers' equations at high Reynolds numbers.
Appl. Math. Lett.
133 (2022)
Xinmeng Xu
,
Weiping Tu
,
Yuhong Yang
Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement.
CoRR
(2022)
Xinmeng Xu
,
Rongzhi Gu
,
Yuexian Zou
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention.
CoRR
(2022)
Xinmeng Xu
,
Yang Wang
,
Jie Jia
,
Binbin Chen
,
Dejun Li
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention.
INTERSPEECH
(2022)
Xinmeng Xu
,
Jianjun Hao
U-Former: Improving Monaural Speech Enhancement with Multi-head Self and Cross Attention.
ICPR
(2022)
Xinmeng Xu
,
Rongzhi Gu
,
Yuexian Zou
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention.
ICASSP
(2022)
Xinmeng Xu
,
Yang Wang
,
Jie Jia
,
Binbin Chen
,
Jianjun Hao
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block.
INTERSPEECH
(2022)
Xinmeng Xu
,
Weiping Tu
,
Yuhong Yang
Injecting Spatial Information for Monaural Speech Enhancement via Knowledge Distillation.
CoRR
(2022)
Xinmeng Xu
,
Yang Wang
,
Dongxiang Xu
,
Yiyuan Peng
,
Cong Zhang
,
Jie Jia
,
Binbin Chen
VSEGAN: Visual Speech Enhancement Generative Adversarial Network.
ICASSP
(2022)
Xinmeng Xu
,
Yang Wang
,
Jie Jia
,
Binbin Chen
,
Dejun Li
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention.
CoRR
(2022)
Xinmeng Xu
,
Yang Wang
,
Jie Jia
,
Binbin Chen
,
Jianjun Hao
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block.
CoRR
(2022)
Ruqiao Liu
,
Yi Zhou
,
Hongqing Liu
,
Xinmeng Xu
,
Jie Jia
,
Binbin Chen
A New Neural Beamformer for Multi-channel Speech Separation.
J. Signal Process. Syst.
94 (10) (2022)
Xinmeng Xu
,
Dongxiang Xu
,
Jie Jia
,
Yang Wang
,
Binbin Chen
MFFCN: Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement.
CoRR
(2021)
Xinmeng Xu
,
Yang Wang
,
Dongxiang Xu
,
Yiyuan Peng
,
Cong Zhang
,
Jie Jia
,
Binbin Chen
Multi-Stage Progressive Speech Enhancement Network.
Interspeech
(2021)
Ruqiao Liu
,
Yi Zhou
,
Hongqing Liu
,
Xinmeng Xu
,
Jie Jia
,
Binbin Chen
DFBNet: Deep Neural Network based Fixed Beamformer for Multi-channel Speech Separation.
SiPS
(2021)
Xinmeng Xu
,
Yang Wang
,
Dongxiang Xu
,
Cong Zhang
,
Yiyuan Peng
,
Jie Jia
,
Binbin Chen
Attentional Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement.
CoRR
(2021)
Xinmeng Xu
,
Yang Wang
,
Dongxiang Xu
,
Yiyuan Peng
,
Cong Zhang
,
Jie Jia
,
Binbin Chen
VSEGAN: Visual Speech Enhancement Generative Adversarial Network.
CoRR
(2021)
Xinmeng Xu
,
Ning Zhang
,
Houbing Song
,
Anfeng Liu
,
Ming Zhao
,
Zhiwen Zeng
Adaptive Beaconing Based MAC Protocol for Sensor Based Wearable System.
IEEE Access
6 (2018)