I study at CCA Lab as a postgraduate now, focusing on DL-based Audio and Speech Signal Processing research. Feel free to reach me at fyjneverfollows[AT]gmail[DOT]com or fyjneverfollows[AT]163[DOT]com.
I graduated from College of Computer Science and Technology, Ocean University of China with a bachelorβs degree. Currently, I am pursuing a master of philosophyβs degree, supervised by Prof. Longbiao Wang and Prof. Jianwu Dang at Tianjin University.
My research interest includes multi-channel speech separation and microphone array signal processing. I have published 5 papers at the top international speech and AI conferences.
π₯ News
- 2023.05: βππ Two papers are accepted by Interspeech 2023!
- 2023.02: βππ Won 3rd place in L3DAS23 Challenge at ICASSP 2023 with my team!
- 2022.12: βππ Finished my MPhilβs thesis proposal!
- 2022.06: βππ Two papers are accepted by Interspeech 2022!
- 2021.09: βππ Joined CCA lab formally!
- 2021.06: β Received my bachelorβs degree from OUC!
- 2021.06: β Completed my undergraduate thesis defense!
- 2020.10: β Admitted into Acoustic Signal Processing & Speech Recognition Group of CCA lab!
π Publications
ποΈ Audio and Speech Processing
Yanjie Fu, Meng Ge, Honglong Wang, Nan Li, Haoran Yin, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Chengyun Deng, Fei Wang
- We propose an end-to-end beamforming network for 2D location guided speech separation merely given mixture signal, estimating discriminable direction and 2D location cues, which are then integrated into location-aware neural beamformer, allowing accurate reconstruction of two sourcesβ speech.
Iterative Sound Source Localization for Unknown Number of Sources
Yanjie Fu, Meng Ge, Haoran Yin, Xinyuan Qian, Longbiao Wang, Gaoyan Zhang, Jianwu Dang
π[paper] π¬[video]π°[poster] π»[code]
- We propose an iterative sound source localization approach, which can deal with an arbitrary number of sources, even more than the number of sources seen during the training stage.
Stream Attention Based U-Net for L3DAS23 Challenge
Honglong Wang, Yanjie Fu, Junjie Li, Meng Ge, Longbiao Wang, Xinyuan Qian
SDNet: Stream-attention and Dual-feature Learning Network for Ad-hoc Array Speech Separation
Honglong Wang, Chengyun Deng, Yanjie Fu, Meng Ge, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Fei Wang
Haoran Yin, Meng Ge, Yanjie Fu, Gaoyan Zhang, Longbiao Wang, Lei Zhang, Lin Qiu, Jianwu Dang
πͺοΈ Computational Meteorology
- Establishing a Cyclone Generator to Study the Rotation and Advance Characteristics of Tornadoes, Yuanzhuo Zeng, Yanjie Fu, and Chenglin Lyu, EGU General Assembly 2020 π[paper]
π Honors and Awards
- 2022.12 β Kiyoshi Honda Speech Science Scholarship, CCA Lab, Tianjin University.
- 2021.06 β Outstanding Graduate of Shandong Province (Top 5%), Department of Education of Shandong Province.
- 2020.12 β National Scholarship (Undergraduate) (Top 1%), Ministry of Education of the Peopleβs Republic of China.
- 2020.08 β Third Prize in Entrepreneurship Practice in the 11th China College Students Service Outsourcing Innovation and Entrepreneurship Competition, Ministry of Education of the Peopleβs Republic of China, Ministry of Commerce of the Peopleβs Republic of China and Wuxi Municipal Peopleβs Government.
- 2019.09 β Silver Award in the 5th Shandong Province βInternet+β College Students Innovation and Entrepreneurship Competition, Department of Education of Shandong Province.
π¨βπ Education
- 2021.09 - 2024.01 (now), Master of Philosophy, Tianjin Key Laboratory of Cognitive Computing and Application, College of Intelligence and Computing, Tianjin University, Tianjin.
- 2017.09 - 2021.06, Bachelor, College of Computer Science and Technology, Ocean University of China, Qingdao.
π¬ Invited Talks
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2023.06, Locating All-neural Beamformer for Multi-channel Speech Separation [Bilibili] [WeChat]
π Teaching Experiences
- Teaching Assistant, Speech Information Processing (2021 Autumn, 2022 Autumn).
πΌ Internships
- 2021.06 - 2021.09, Willing Technology, Shanghai.
- 2021.03 - 2021.06, Anzhi Capital, Qingdao.
π― Certifications
- IELTS: 7.5 β 2020.08
© Yanjie Fu | Last updated: July 14th, 2023 | Theme by Yi Ren