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Gu, Rongzhi

  1. ReZero: Region-customizable Sound Extraction
    2023/08/31 by Rongzhi Gu, Gu, Rongzhi, Yi Luo +1 · 10 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  2. MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
    2025/01/02 by Haina Zhu, Zhu, Haina, Yizhi Zhou +14 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  3. High Fidelity Speech Enhancement with Band-split RNN
    2022/12/01 by Jianwei Yu, Yu, Jianwei, Yi Luo +7 · 7 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  4. SECap: Speech Emotion Captioning with Large Language Model
    2023/12/16 by Yaoxun Xu, Hangting Chen, Xu, Yaoxun +15 · 9 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  5. Gull: A Generative Multifunctional Audio Codec
    2024/04/07 by Yi Luo, Jianwei Yu, Luo, Yi +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  6. Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation
    2020/01/02 by Rongzhi Gu, Gu, Rongzhi, Yuexian Zou +1 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  7. The Sound Demixing Challenge 2023 \unicodex2013 Cinematic Demixing Track
    2023/08/14 by Uhlich, Stefan, Fabbro, Giorgio, Hirano, Masato +14 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  8. A comprehensive study of speech separation: spectrogram vs waveform separation
    2019/05/17 by Bahmaninezhad, Fahimeh, Wu, Jian, Gu, Rongzhi +4 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  9. Parameter-efficient transfer learning of pre-trained Transformer models for speaker verification using adapters
    2022/10/28 by Peng, Junyi, Stafylakis, Themos, Gu, Rongzhi +4 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
  10. Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning
    2020/03/09 by Gu, Rongzhi, Zhang, Shi-Xiong, Chen, Lianwu +5 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  11. Audio-visual Multi-channel Recognition of Overlapped Speech
    2020/05/18 by Yu, Jianwei, Wu, Bo, Gu, Rongzhi +7 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  12. Text Anchor Based Metric Learning for Small-footprint Keyword Spotting
    2021/08/12 by Wang, Li, Gu, Rongzhi, Chen, Nuo +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Sound (cs.SD)
  13. Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches
    2022/04/04 by Zhao, Zifeng, Yang, Dongchao, Gu, Rongzhi +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  14. Fast Random Approximation of Multi-channel Room Impulse Response
    2023/04/17 by Luo, Yi, Gu, Rongzhi · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  15. SongPrep: A Preprocessing Framework and End-to-end Model for Full-song Structure Parsing and Lyrics Transcription
    2025/09/22 by Tan, Wei, Lei, Shun, Zhang, Huaicheng +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  16. MuCodec: Ultra Low-Bitrate Music Codec
    2024/09/20 by Yaoxun Xu, Hangting Chen, Xu, Yaoxun +12 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  17. SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor
    2024/12/18 by Yang, Chenyu, Wang, Shuai, Chen, Hangting +7 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering