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Ian Simon

  1. Enabling Factorized Piano Music Modeling and Generation with the MAESTRO\n Dataset
    2018/10/29 by Curtis Hawthorne, Hawthorne, Curtis, Andriy Stasyuk +15 · 50 citations
    Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  2. Music Transformer
    2018/09/12 by Cheng-Zhi Anna Huang, Ashish Vaswani, Huang, Cheng-Zhi Anna +17 · 28 citations
    Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
  3. Onsets and Frames: Dual-Objective Piano Transcription
    2017/10/30 by Curtis Hawthorne, Hawthorne, Curtis, Erich Elsen +15 · 17 citations
    Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
  4. MT3: Multi-Task Multitrack Music Transcription
    2021/11/04 by Josh Gardner, Gardner, Josh, Ian Simon +7 · 11 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
  5. Symbolic Music Generation with Diffusion Models
    2021/03/30 by Gautam Mittal, Mittal, Gautam, Jesse Engel +5 · 12 citations
    Computer Science · Physics and Astronomy · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  6. Sequence-to-Sequence Piano Transcription with Transformers
    2021/07/19 by Curtis Hawthorne, Ian Simon, Hawthorne, Curtis +7 · 10 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music Technology and Sound Studies
  7. SingSong: Generating musical accompaniments from singing
    2023/01/30 by Chris Donahue, Antoine Caillon, Donahue, Chris +19 · 11 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
  8. Encoding Musical Style with Transformer Autoencoders
    2019/12/10 by Kristy Choi, Curtis Hawthorne, Choi, Kristy +7 · 8 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  9. General-purpose, long-context autoregressive modeling with Perceiver AR
    2022/02/15 by Curtis Hawthorne, Andrew Jaegle, Hawthorne, Curtis +27 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  10. The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling
    2022/09/28 by Yusong Wu, Wu, Yusong, Josh Gardner +9 · 3 citations
    Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
  11. Learning a Latent Space of Multitrack Measures
    2018/06/01 by Ian Simon, Simon, Ian, Adam P. Roberts +9 · 1 citation
    Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering