Donahue, Chris
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 535 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- Adversarial Audio Synthesis
2018/02/12 by Donahue, Chris, McAuley, Julian, Puckette, Miller · 25 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Sound (cs.SD)
- GANSynth: Adversarial Neural Audio Synthesis
2019/02/23 by Jesse Engel, Engel, Jesse, Kumar Krishna Agrawal +9 · 20 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Digital Media Forensic Detection
- Music ControlNet: Multiple Time-varying Controls for Music Generation
2023/11/13 by Shih-Lun Wu, Chris Donahue, Wu, Shih-Lun +5 · 23 citations
Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
- It's Raw! Audio Generation with State-Space Models
2022/02/20 by Goel, Karan, Gu, Albert, Donahue, Chris +1 · 15 citations
#Artificial Intelligence (cs.AI) #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
- Anticipatory Music Transformer
2023/06/14 by Thickstun, John, Hall, David, Donahue, Chris +1 · 9 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
- LakhNES: Improving multi-instrumental music generation with cross-domain pre-training
2019/07/10 by Donahue, Chris, Mao, Huanru Henry, Li, Yiting Ethan +2 · 5 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- SingSong: Generating musical accompaniments from singing
2023/01/30 by Chris Donahue, Donahue, Chris, Antoine Caillon +19 · 7 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) #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music
2024/12/23 by Shi, Jiatong, Shim, Hye-jin, Tian, Jinchuan +14 · 17 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- Melody transcription via generative pre-training
2022/12/04 by Chris Donahue, John Thickstun, Donahue, Chris +3 · 6 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) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Enabling Language Models to Fill in the Blanks
2020/05/11 by Chris Donahue, Donahue, Chris, Mina Lee +3 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Codified audio language modeling learns useful representations for music information retrieval
2021/07/12 by Rodrigo Castellon, Castellon, Rodrigo, Chris Donahue +3 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #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
- V2Meow: Meowing to the Visual Beat via Video-to-Music Generation
2023/05/11 by Kun Su, Judith Yue Li, Su, Kun +19 · 5 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
- Foundation Models for Music: A Survey
2024/08/26 by Yinghao Ma, Anders Øland, Ma, Yinghao +81 · 8 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 Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
- Exploring Speech Enhancement with Generative Adversarial Networks for\n Robust Speech Recognition
2017/11/15 by Chris Donahue, Bo Li, Donahue, Chris +3 · 2 citations
Computer Science · Engineering · #Acoustic Wave Phenomena Research #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- The NES Music Database: A multi-instrumental dataset with expressive performance attributes
2018/06/12 by Donahue, Chris, Mao, Huanru Henry, McAuley, Julian · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #electronic engineering #information engineering
- Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality
2021/06/08 by Mina Lee, Chris Donahue, Lee, Mina +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Aligning Text-to-Music Evaluation with Human Preferences
2025/03/20 by Yichen Huang, Huang, Yichen, Zachary Novack +13 · 7 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
- Amuse: Human-AI Collaborative Songwriting with Multimodal Inspirations
2024/12/25 by Yewon Kim, Sung-Ju Lee, Kim, Yewon +3 · 1 voice · 3 citations
Computer Science · #Speech and dialogue systems
- Copilot Arena: A Platform for Code LLM Evaluation in the Wild
2025/02/13 by Wayne Chi, Chi, Wayne, Valerie Chen +16 · 6 citations
Computer Science · #Digital and Cyber Forensics #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
- Vision Language Models Are Few-Shot Audio Spectrogram Classifiers
2024/11/18 by Satvik Dixit, Dixit, Satvik, Laurie M. Heller +3 · 3 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
- Just Label the Repeats for In-The-Wild Audio-to-Score Alignment
2024/11/11 by Irmak Bukey, Bukey, Irmak, Michael Feffer +3 · 2 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #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) #electronic engineering #information engineering
- Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
2017/05/22 by Chris Donahue, Zachary C. Lipton, Donahue, Chris +5 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Digital Media Forensic Detection
- Dance Dance Convolution
2017/03/20 by Chris Donahue, Donahue, Chris, Zachary C. Lipton +3 · 1 citation
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Video Analysis and Summarization
- Computational Copyright: Towards A Royalty Model for Music Generative AI
2023/12/11 by Deng, Junwei, Jiang, Xirui, Zhang, Shiyuan +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Hookpad Aria: A Copilot for Songwriters
2025/02/12 by Chris Donahue, Shih-Lun Wu, Donahue, Chris +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD)
- Do Music Generation Models Encode Music Theory?
2024/10/01 by Megan Wei, Wei, Megan, M.H. Freeman +5 · 1 citation
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) #electronic engineering #information engineering
- The Impact of Element Ordering on LM Agent Performance
2024/09/18 by Chi, Wayne, Talwalkar, Ameet, Donahue, Chris · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)