World's Best Scientists 2026 revealed!
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Rising Stars
2025

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Rising Stars

D-Index
40
Citations
8462
World Ranking
647
National Ranking
227

Computer Science

D-Index
33
Citations
5673
World Ranking
12535
National Ranking
1537

Research.com Recognitions

  • 2025 - Research.com Rising Stars Award

Overview

Yu Wu is affiliated with Microsoft Research Asia (China) and has a substantial body of work in the field of Computer Science, particularly focused on Artificial Intelligence and Signal Processing. Their research primarily addresses topics related to speech and audio processing, including speech recognition, synthesis, and spoken language understanding.

Their recent publications include:

  • "WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing" (2022), published in IEEE Journal of Selected Topics in Signal Processing
  • "SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing" (2022), featured in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  • "Large-Scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification" (2022), presented at ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing
  • "Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation" (2020), included in Proceedings of the AAAI Conference on Artificial Intelligence
  • "Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training" (2022), also at ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing

Yu Wu frequently collaborates with other researchers, with notable coauthors including Shujie Liu, Jinyu Li, Chengyi Wang, Sanyuan Chen, and Yao Qian. These collaborations reflect a consistent engagement with experts in related subfields of speech and audio processing.

The venues where Yu Wu's work is most often published encompass a range of conferences and journals with strong reputations in their domains:

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

Yu Wu's research covers several main and subfields of study, with publications categorized as follows:

  • Main fields: Computer Science
  • Subfields: Artificial Intelligence, Signal Processing

The scientist's main research topics include:

  • Speech Recognition and Synthesis
  • Music and Audio Processing
  • Speech and Audio Processing
  • Natural Language Processing Techniques
  • Topic Modeling
  • Speech and Dialogue Systems
  • Text and Document Classification Technologies

Best Publications

  • WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

    Sanyuan Chen;Chengyi Wang;Zhengyang Chen;Yu Wu

  • Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots

    Yu Wu;Wei Wu;Chen Xing;Ming Zhou

  • Topic Aware Neural Response Generation

    Chen Xing;Wei Wu;Yu Wu;Jie Liu

  • Template-Based Named Entity Recognition Using BART

    Leyang Cui;Yu Wu;Jian Liu;Sen Yang

  • Developing Real-Time Streaming Transformer Transducer for Speech Recognition on Large-Scale Dataset

    Xie Chen;Yu Wu;Zhenghao Wang;Shujie Liu

  • Hierarchical Recurrent Attention Network for Response Generation

    Chen Xing;Yu Wu;Wei Wu;Yalou Huang

  • Keyphrase Generation with Correlation Constraints

    Jun Chen;Xiaoming Zhang;Yu Wu;Zhao Yan

  • On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition.

    Jinyu Li;Yu Wu;Yashesh Gaur;Chengyi Wang

  • Continuous Speech Separation with Conformer

    Sanyuan Chen;Yu Wu;Zhuo Chen;Jian Wu

  • Response Generation by Context-Aware Prototype Editing

    Yu Wu;Furu Wei;Shaohan Huang;Yunli Wang

  • MuTual: A Dataset for Multi-Turn Dialogue Reasoning

    Leyang Cui;Yu Wu;Shujie Liu;Yue Zhang

  • SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing

    Junyi Ao;Rui Wang;Long Zhou;Shujie Liu

  • Topic Aware Neural Response Generation

    Chen Xing;Wei Wu;Yu Wu;Jie Liu

  • Curriculum Pre-training for End-to-End Speech Translation

    Chengyi Wang;Yu Wu;Shujie Liu;Ming Zhou

  • Hierarchical Recurrent Attention Network for Response Generation

    Chen Xing;Wei Wu;Yu Wu;Ming Zhou

  • Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification.

    Zhengyang Chen;Sanyuan Chen;Yu Wu;Yao Qian

  • Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation

    Chengyi Wang;Yu Wu;Shujie Liu;Zhenglu Yang

  • SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data

    Unknown

  • Microsoft Speaker Diarization System for the Voxceleb Speaker Recognition Challenge 2020

    Xiong Xiao;Naoyuki Kanda;Zhuo Chen;Tianyan Zhou

  • A Sequential Matching Framework for Multi-Turn Response Selection in Retrieval-Based Chatbots

    Yu Wu;Wei Wu;Chen Xing;Can Xu

  • UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training.

    Sanyuan Chen;Yu Wu;Chengyi Wang;Zhengyang Chen

  • Topic Augmented Neural Response Generation with a Joint Attention Mechanism.

    Chen Xing;Wei Wu;Yu Wu;Jie Liu

  • Neural Response Generation With Dynamic Vocabularies

    Yu Wu;Wei Wu;Dejian Yang;Can Xu

  • Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer

    Yunli Wang;Yu Wu;Lili Mou;Zhoujun Li

  • Response selection with topic clues for retrieval-based chatbots

    Yu Wu;Zhoujun Li;Wei Wu;Ming Zhou

Frequent Co-Authors

Ming Zhou
Ming Zhou Langboat Technology
Shujie Liu
Shujie Liu Microsoft Research Asia (China)
Jinyu Li
Jinyu Li Microsoft (United States)
Zhoujun Li
Zhoujun Li Beihang University
Furu Wei
Furu Wei Microsoft (United States)
Takuya Yoshioka
Takuya Yoshioka Microsoft (United States)
Yue Zhang
Yue Zhang Westlake University
Yifan Gong
Yifan Gong Microsoft (United States)
Wei-Ying Ma
Wei-Ying Ma Tsinghua University
Shuai Ma
Shuai Ma Beihang University

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