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Yi Ren

  1. AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
    2023/04/25 by Rongjie Huang, Huang, Rongjie, Mingze Li +23 · 1 voice · 46 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Topic Modeling
  2. FastSpeech 2: Fast and High-Quality End-to-End Text to Speech
    2020/06/08 by Yi Ren, Ren, Yi, Chenxu Hu +10 · 70 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Speech and Audio Processing
  3. Pseudo Numerical Methods for Diffusion Models on Manifolds
    2022/02/20 by Luping Liu, Yi Ren, Liu, Luping +5 · 59 citations
    Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis
  4. DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism
    2021/05/06 by Jinglin Liu, Chengxi Li, Liu, Jinglin +7 · 24 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Music Technology and Sound Studies
  5. GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis
    2023/01/31 by Zhenhui Ye, Ye, Zhenhui, Ziyue Karen Jiang +9 · 20 citations
    Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Speech and Audio Processing
  6. Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation
    2023/05/29 by Jiawei Huang, Huang, Jiawei, Yi Ren +17 · 19 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  7. Multi-Singer: Fast Multi-Singer Singing Voice Vocoder With A Large-Scale Corpus
    2021/12/20 by Rongjie Huang, Huang, Rongjie, Feiyang Chen +9 · 13 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Speech and Audio Processing
  8. Learning Dynamics of LLM Finetuning
    2024/07/15 by Yi Ren, Ren, Yi, Danica J. Sutherland +1 · 26 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  9. ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech
    2022/07/13 by Rongjie Huang, Zhou Zhao, Huang, Rongjie +9 · 10 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
  10. GeneFace++: Generalized and Stable Real-Time Audio-Driven 3D Talking Face Generation
    2023/05/01 by Zhenhui Ye, Jinzheng He, Ye, Zhenhui +17 · 8 citations
    Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Speech and Audio Processing
  11. MegaTTS 3: Sparse Alignment Enhanced Latent Diffusion Transformer for Zero-Shot Speech Synthesis
    2025/02/26 by Ziyue Karen Jiang, Yi Ren, Jiang, Ziyue +24 · 20 citations
    Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Voice and Speech Disorders #electronic engineering #information engineering
  12. Increased apoptotic neutrophils and macrophages and impaired macrophage phagocytic clearance of apoptotic neutrophils in systemic lupus erythematosus
    2003/10/01 by Yi Ren, Jinling Tang, M. Y. Mok +6 · 27 citations
    Immunology and Microbiology · Medicine · #Neutrophil, Myeloperoxidase and Oxidative Mechanisms #Systemic Lupus Erythematosus Research #Phagocytosis and Immune Regulation
  13. Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias
    2023/06/06 by Ziyue Karen Jiang, Jiang, Ziyue, Yi Ren +21 · 7 citations
    Computer Science · #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 Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  14. Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
    2023/07/14 by Ziyue Karen Jiang, Jinglin Liu, Jiang, Ziyue +21 · 7 citations
    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. Almost Unsupervised Text to Speech and Automatic Speech Recognition
    2019/05/13 by Yi Ren, Ren, Yi, Xu Tan +9 · 7 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and Audio Processing
  16. AMD: Autoregressive Motion Diffusion
    2023/05/16 by Bo Han, Hao Peng, Han, Bo +9 · 5 citations
    Engineering · Computer Science · #Human Motion and Animation #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
  17. FluentSpeech: Stutter-Oriented Automatic Speech Editing with Context-Aware Diffusion Models
    2023/05/23 by Ziyue Karen Jiang, Qian Yang, Jiang, Ziyue +11 · 5 citations
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  18. HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation
    2025/02/07 by Qijun Gan, Yi Ren, Gan, Qijun +15 · 12 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  19. Practical Quasi-Newton Methods for Training Deep Neural Networks
    2020/06/16 by Donald Goldfarb, Yi Ren, Goldfarb, Donald +3 · 4 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  20. SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint
    2020/12/09 by Zhonghao Sheng, Kaitao Song, Sheng, Zhonghao +11 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
  21. Attributable-Watermarking of Speech Generative Models
    2022/02/17 by Yongbaek Cho, Cho, Yongbaek, Changhoon Kim +5 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  22. The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition
    2024/05/14 by Ling-Dong Kong, Shaoyuan Xie, Kong, Lingdong +179 · 5 citations
    Computer Science · #Advanced Software Engineering Methodologies #Real-Time Systems Scheduling
  23. On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization
    2025/05/24 by Wenlong Deng, Deng, Wenlong, Yi Ren +9 · 14 citations
    Social Sciences · #Advanced Computing and Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. CI-Bench: Benchmarking Contextual Integrity of AI Assistants on Synthetic Data
    2024/09/20 by Zhao Cheng, Cheng, Zhao, Diane Wan +15 · 6 citations
    Computer Science · Social Sciences · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  25. Economics Arena for Large Language Models
    2024/01/03 by Shangmin Guo, Guo, Shangmin, Haoran Bu +11 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  26. FastSpeech: Fast, Robust and Controllable Text to Speech
    2019/05/22 by Yi Ren, Ren, Yi, Yangjun Ruan +12 · 1 voice · 2 citations
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #cs.CL #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering
  27. A Study of Non-autoregressive Model for Sequence Generation
    2020/04/22 by Yi Ren, Jinglin Liu, Ren, Yi +9 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  28. UWSpeech: Speech to Speech Translation for Unwritten Languages
    2020/06/14 by Chen Zhang, Xu Tan, Zhang, Chen +9 · 2 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 #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  29. Kronecker-factored Quasi-Newton Methods for Deep Learning
    2021/02/12 by Yi Ren, Achraf Bahamou, Ren, Yi +3 · 2 citations
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Neural Networks and Applications #Optimization and Control (math.OC)
  30. Family socio‐economic status and children’s executive function: The moderating effects of parental subjective socio‐economic status and children’s subjective social mobility
    2021/01/09 by Hua Ming, Feng Zhang, Ying Jiang +2 · 2 citations
    Psychology · Medicine · #Child and Adolescent Psychosocial and Emotional Development #Psychological Well-being and Life Satisfaction #Maternal Mental Health During Pregnancy and Postpartum
  31. MIC: Model-agnostic Integrated Cross-channel Recommenders
    2021/10/22 by Yujie Lu, Ping Nie, Lu, Yujie +10 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  32. Targeted Attack on Deep RL-based Autonomous Driving with Learned Visual Patterns
    2021/09/16 by Prasanth Buddareddygari, Travis Zhang, Buddareddygari, Prasanth +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Revisiting Over-Smoothness in Text to Speech
    2022/02/26 by Yi Ren, Xu Tan, Ren, Yi +7 · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  34. Attributing Image Generative Models using Latent Fingerprints
    2023/04/17 by Guangyu Nie, Nie, Guangyu, Changhoon Kim +5 · 3 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Law in Society and Culture #Machine Learning (cs.LG)
  35. Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling
    2023/12/19 by Rui Liu, Yifan Hu, Liu, Rui +7 · 5 citations
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sentiment Analysis and Opinion Mining #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  36. VarietySound: Timbre-Controllable Video to Sound Generation via Unsupervised Information Disentanglement
    2022/11/19 by Chenye Cui, Cui, Chenye, Yi Ren +7 · 2 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
  37. lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning
    2024/01/16 by Shangmin Guo, Yi Ren, Guo, Shangmin +5 · 2 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
  38. Benchmarking Large Multimodal Models against Common Corruptions
    2024/01/22 by J. W. Zhang, Tianyu Pang, Zhang, Jiawei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  39. Degrees of symmetric Grothendieck polynomials and Castelnuovo-Mumford\n regularity
    2019/12/09 by Jenna Rajchgot, Rajchgot, Jenna, Yi Ren +7 · 1 citation
    Mathematics · #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics #Advanced Mathematical Identities #Combinatorics (math.CO) #Commutative Algebra (math.AC) #FOS: Mathematics
  40. DenoiSpeech: Denoising Text to Speech with Frame-Level Noise Modeling
    2020/12/17 by Chen Zhang, Zhang, Chen, Yi Ren +13 · 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
  41. Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings
    2023/10/28 by Yi Ren, Samuel Lavoie, Ren, Yi +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
  42. Resequencing of 414 cultivated and wild watermelon accessions identifies selection for fruit quality traits
    2019/11/01 by Shaogui Guo, Shengjie Zhao, Honghe Sun +27 · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Advances in Cucurbitaceae Research #Cocoa and Sweet Potato Agronomy #Powdery Mildew Fungal Diseases
  43. Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
    2024/04/04 by Yi Ren, Shangmin Guo, Ren, Yi +7 · 1 voice · 1 citation
    #cs.CL #cs.AI #cs.LG
  44. Ada-TTA: Towards Adaptive High-Quality Text-to-Talking Avatar Synthesis
    2023/06/06 by Zhenhui Ye, Ye, Zhenhui, Ziyue Karen Jiang +13 · 1 citation
    Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Speech and Audio Processing
  45. StyleS2ST: Zero-shot Style Transfer for Direct Speech-to-speech Translation
    2023/05/28 by Kun Song, Yi Ren, Song, Kun +13 · 1 citation
    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
  46. When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation
    2025/02/01 by Anna Min, Min, Anna, Chenxu Hu +5 · 2 voices · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #cs.AI #cs.CL #cs.MM #cs.SD #eess.AS #electronic engineering #information engineering
  47. Physics-informed Split Koopman Operators for Data-efficient Soft Robotic Simulation
    2025/01/31 by Eron Ristich, Lei Zhang, Ristich, Eron +4 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Robotics (cs.RO)
  48. The Star Formation History in Local Group Galaxies. I. Ten Dwarf Galaxies
    2024/02/10 by Yi Ren, Biwei Jiang, Ren, Yi +7 · 1 citation
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Star Formation Studies #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
  49. Safe MPC Alignment with Human Directional Feedback
    2024/07/05 by Zhixian Xie, Wenlong Zhang, Xie, Zhixian +9 · 1 citation
    Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Robotics (cs.RO)
  50. InfinityHuman: Towards Long-Term Audio-Driven Human
    2025/08/27 by Xiaodi Li, Li, Xiaodi, Pan Xie +14 · 3 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music Technology and Sound Studies #Speech and Audio Processing #Tactile and Sensory Interactions
  51. Pontryagin Neural Operator for Solving Parametric General-Sum Differential Games
    2024/01/03 by Lei Zhang, Mukesh Ghimire, Zhang, Lei +7 · 1 citation
    Computer Science · Physics and Astronomy · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Robotics (cs.RO)
  52. Measuring Star Formation Histories from Asymptotic Giant Branch Stars I: A Demonstration in M31
    2024/10/11 by Abigail J. Lee, Daniel R. Weisz, Lee, Abigail J. +7 · 1 citation
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
  53. Form + Function: Optimizing Aesthetic Product Design via Adaptive, Geometrized Preference Elicitation
    2019/12/10 by Namwoo Kang, Yi Ren, Kang, Namwoo +5 · 1 citation
    Engineering · Neuroscience · Psychology · #Aesthetic Perception and Analysis #Color perception and design #Design Education and Practice #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  54. Decompose and Reorganize: Planning with Primitives and Visuomotor Policies Learned from Demonstrations
    2026/07/28 by Yizhou Chen, Hang Xu, Dongjie Yu +7
    #cs.RO
  55. CODA: Algorithm-Hardware Co-design for Edge Video Diffusion via NMP-Enabled Compute-Cache Operator Disaggregation
    2026/07/16 by Yuanpeng Zhang, YuXuan Wu, Yitong Xiao +6
    #cs.AR #cs.DC