Adam P. Roberts
- Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
2019/10/23 by Colin Raffel, Noam Shazeer, Raffel, Colin +16 · 4 voices · 1860 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG #stat.ML
- Extracting Training Data from Large Language Models
2020/12/14 by Nicholas Carlini, Florian Tramer, Florian Tramèr +25 · 8 voices · 377 citations
Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Topic Modeling #cs.CL #cs.CR #cs.LG
- mT5: A massively multilingual pre-trained text-to-text transformer
2020/10/22 by Linting Xue, Noah Constant, Xue, Linting +13 · 215 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
2017/04/05 by Jesse Engel, Engel, Jesse, Cinjon Resnick +11 · 69 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) #Speech and Audio Processing
- Enabling Factorized Piano Music Modeling and Generation with the MAESTRO\n Dataset
2018/10/29 by Curtis Hawthorne, Andriy Stasyuk, Hawthorne, Curtis +15 · 58 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
- DDSP: Differentiable Digital Signal Processing
2020/01/14 by Jesse Engel, Lamtharn Hantrakul, Engel, Jesse +6 · 1 voice · 43 citations
Computer Science · #Music Technology and Sound Studies #Music and Audio Processing #Speech and Audio Processing #cs.LG #cs.SD #eess.AS #eess.SP #stat.ML
- GANSynth: Adversarial Neural Audio Synthesis
2019/02/23 by Jesse Engel, Kumar Krishna Agrawal, Engel, Jesse +9 · 31 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Digital Media Forensic Detection
- Onsets and Frames: Dual-Objective Piano Transcription
2017/10/30 by Curtis Hawthorne, Erich Elsen, Hawthorne, Curtis +15 · 18 citations
Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
- Counterpoint By Convolution.
2017/10/23 by Cheng-Zhi Anna Huang, Huang, Cheng-Zhi Anna, Tim Cooijmans +7 · 22 citations
Computer Science · Physics and Astronomy · #Music and Audio Processing #Model Reduction and Neural Networks #Music Technology and Sound Studies
- WT5?! Training Text-to-Text Models to Explain their Predictions
2020/04/30 by Sharan Narang, Narang, Sharan, Colin Raffel +9 · 16 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Fungal Planet description sheets: 558–624
2017/06/20 by P.W. Crous, Michael J. Wingfield, M.J. Wingfield +187 · 10 citations
Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Plant Pathogens and Fungal Diseases #Mycorrhizal Fungi and Plant Interactions #Yeasts and Rust Fungi Studies
- Detection of mobile genetic elements associated with antibiotic resistance in Salmonella enterica using a newly developed web tool: MobileElementFinder
2020/08/25 by Markus H K Johansson, Markus Hans Kristofer Johansson, Valeria Bortolaia +7 · 10 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Antibiotic Resistance in Bacteria #Bacteriophages and microbial interactions #Salmonella and Campylobacter epidemiology
- Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models
2017/11/15 by Jesse Engel, Matthew Hoffman, Engel, Jesse +5 · 7 citations
Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE)
- 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