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Yuexian Zou

Yuexian Zou

D-Index & Metrics

Computer Science

D-Index
35
Citations
6122
World Ranking
11592
National Ranking
1433

Overview

Yuexian Zou is a researcher affiliated with Peking University in China. Their work primarily spans the domain of Computer Science, with a focus on subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Biomedical Engineering, and Media Technology.

Their research output covers a variety of main topics, including:

  • Multimodal Machine Learning Applications
  • Speech and Audio Processing
  • Music and Audio Processing
  • Speech Recognition and Synthesis
  • Human Pose and Action Recognition
  • Topic Modeling
  • Natural Language Processing Techniques

Yuexian Zou has a significant publication record across several prominent venues. Frequent venues for their work include:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • Interspeech 2022
  • IEEE/ACM Transactions on Audio Speech and Language Processing

Their recent notable papers include the following:

  • WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research, 2024, IEEE/ACM Transactions on Audio Speech and Language Processing
  • AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head, 2024, Proceedings of the AAAI Conference on Artificial Intelligence
  • Diffsound: Discrete Diffusion Model for Text-to-Sound Generation, 2023, IEEE/ACM Transactions on Audio Speech and Language Processing
  • Federated Learning for Vision-and-Language Grounding Problems, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • Multi-Modal Multi-Channel Target Speech Separation, 2020, IEEE Journal of Selected Topics in Signal Processing

Yuexian Zou frequently collaborates with several researchers. Their frequent co-authors are:

  • Dongchao Yang
  • Can Zhang
  • Helin Wang
  • Fenglin Liu
  • Meng Cao

Best Publications

  • A Novel Multiple Sparse Source Localization Using Triangular Pyramid Microphone Array

    Mengqi Ren;Yue Xian Zou

  • Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation

    Fenglin Liu;Xian Wu;Shen Ge;Wei Fan

  • Dilated convolution neural network with LeakyReLU for environmental sound classification

    Xiaohu Zhang;Yuexian Zou;Wei Shi

  • Diffsound: Discrete Diffusion Model for Text-to-Sound Generation

    Unknown

  • Least mean M-estimate algorithms for robust adaptive filtering in impulse noise

    Yuexian Zou;Shing-Chow Chan;Tung-Sang Ng

  • A recursive least M-estimate algorithm for robust adaptive filtering in impulsive noise: fast algorithm and convergence performance analysis

    Shing-Chow Chan;Yue-Xian Zou

  • Mobile Human Airbag System for Fall Protection Using MEMS Sensors and Embedded SVM Classifier

    Guangyi Shi;Cheung Shing Chan;Wen Jung Li;Kwok-Sui Leung

  • An experimental study of speech emotion recognition based on deep convolutional neural networks

    W. Q. Zheng;J. S. Yu;Y. X. Zou

  • CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning

    Can Zhang;Meng Cao;Dongming Yang;Jie Chen

  • A recursive least M-estimate (RLM) adaptive filter for robust filtering in impulse noise

    Y. Zou;S.C. Chan;T.S. Ng

  • Fast visual object counting via example-based density estimation

    Yi Wang;Yuexian Zou

  • WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research

    Unknown

  • Federated Learning for Vision-and-Language Grounding Problems

    Fenglin Liu;Xian Wu;Shen Ge;Wei Fan

  • Multi-Modal Multi-Channel Target Speech Separation

    Rongzhi Gu;Shi-Xiong Zhang;Yong Xu;Lianwu Chen

  • Time-Interleaved Analog-to-Digital-Converter Compensation Using Multichannel Filters

    Yong Ching Lim;Yue-Xian Zou;Jun Wei Lee;Shing-Chow Chan

  • Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information.

    Rongzhi Gu;Lianwu Chen;Shi-Xiong Zhang;Jimeng Zheng

  • Cluster Attention Contrast for Video Anomaly Detection

    Ziming Wang;Yuexian Zou;Zeming Zhang

  • Robust human tracking based on multi-cue integration and mean-shift

    Hong Liu;Ze Yu;Hongbin Zha;Yuexian Zou

  • Robust human tracking based on multi-cue integration and mean-shift

    Hong Liu;Ze Yu;Hongbin Zha;Yuexian Zou

  • AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

    Unknown

  • Classifying digestive organs in wireless capsule endoscopy images based on deep convolutional neural network

    Yuexian Zou;Lei Li;Yi Wang;Jiasheng Yu

  • End-to-End Multi-Channel Speech Separation.

    Rongzhi Gu;Jian Wu;Shi-Xiong Zhang;Lianwu Chen

  • SpatioTemporal focus for skeleton-based action recognition

    Unknown

  • Non-Autoregressive Coarse-to-Fine Video Captioning

    Bang Yang;Fenglin Liu;Can Zhang;Yuexian Zou

  • Crossroad traffic event automatic detection system based on multi-source information fusion

    Hang Shi;Guangyi Shi;Jing Zhao;Yuexian Zou

  • Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition.

    Danqing Luo;Yuexian Zou;Dongyan Huang

  • Fast least mean M-estimate algorithms for robust adaptive filtering in impulse noise

    Yuexian Zou;Shing-Chow Chan;Tung-Sang Ng

Frequent Co-Authors

Wenwu Wang
Wenwu Wang University of Surrey
Tung-Sang Ng
Tung-Sang Ng University of Hong Kong
Wen J. Li
Wen J. Li City University of Hong Kong
Dong Yu
Dong Yu Tencent (China)
Xu Sun
Xu Sun Peking University
Yong Xu
Yong Xu Harbin Institute of Technology
Wei Fan
Wei Fan Tencent (China)
Meng Yang
Meng Yang Sun Yat-sen University
Jiangtao Xi
Jiangtao Xi University of Wollongong
Hongbin Zha
Hongbin Zha Peking University

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