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Ko, Tom

  1. SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing
    2021/10/14 by Junyi Ao, Ao, Junyi, Rui Wang +25 · 23 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  2. RepCodec: A Speech Representation Codec for Speech Tokenization
    2023/08/31 by Huang, Zhichao, Meng, Chutong, Ko, Tom · 7 citations
    #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
  3. Speech Translation with Large Language Models: An Industrial Practice
    2023/12/21 by Zhichao Huang, Rong Ye, Huang, Zhichao +11 · 7 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #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
  4. Recent Advances in Direct Speech-to-text Translation
    2023/06/20 by Xu, Chen, Ye, Rong, Dong, Qianqian +5 · 3 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  5. Multi-View Self-Attention Based Transformer for Speaker Recognition
    2021/10/11 by Rui Wang, Junyi Ao, Wang, Rui +13 · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Natural Language Processing Techniques
  6. LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
    2022/03/29 by Rui Wang, Qibing Bai, Wang, Rui +15 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  7. Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention
    2022/10/28 by Liu, Xubo, Huang, Qiushi, Mei, Xinhao +10 · 2 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  8. DUB: Discrete Unit Back-translation for Speech Translation
    2023/05/19 by Zhang, Dong, Ye, Rong, Ko, Tom +2 · 2 citations
    #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
  9. Selective Prompting Tuning for Personalized Conversations with LLMs
    2024/06/26 by Huang, Qiushi, Liu, Xubo, Ko, Tom +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. MOSPC: MOS Prediction Based on Pairwise Comparison
    2023/06/18 by Kexin Wang, Wang, Kexin, Yunlong Zhao +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sentiment Analysis and Opinion Mining #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  11. Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation
    2021/04/08 by Fengpeng Yue, Yue, Fengpeng, Yan Deng +5 · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
  12. AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification
    2020/10/25 by Wang, Jingsong, Ko, Tom, Xu, Zhen +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  13. Auto-KWS 2021 Challenge: Task, Datasets, and Baselines
    2021/03/31 by Wang, Jingsong, He, Yuxuan, Zhao, Chunyu +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Sound (cs.SD)
  14. An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning
    2021/08/05 by Xinhao Mei, Qiushi Huang, Mei, Xinhao +22 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  15. GigaST: A 10,000-hour Pseudo Speech Translation Corpus
    2022/04/08 by Rong Ye, Chengqi Zhao, Ye, Rong +11 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  16. Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data
    2022/03/31 by Ao, Junyi, Zhang, Ziqiang, Zhou, Long +7 · 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
  17. Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent
    2024/07/31 by Cheng, Shanbo, Huang, Zhichao, Ko, Tom +4 · 2 citations
    #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
  18. CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning
    2022/10/08 by Chutong Meng, Junyi Ao, Meng, Chutong +7 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and dialogue systems
  19. PolyVoice: Language Models for Speech to Speech Translation
    2023/06/05 by Dong, Qianqian, Huang, Zhiying, Tian, Qiao +15 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering