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Saurous, Rif A.

  1. Deep Probabilistic Programming
    2017/01/13 by Dustin Tran, Matthew D. Hoffman, Tran, Dustin +9 · 4 voices · 13 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.LG #cs.PL #stat.CO #stat.ML
  2. Tacotron: Towards End-to-End Speech Synthesis
    2017/03/29 by Yuxuan Wang, RJ Skerry-Ryan, Wang, Yuxuan +26 · 2 voices · 100 citations
    Computer Science · #cs.CL #cs.LG #cs.SD
  3. CNN Architectures for Large-Scale Audio Classification
    2016/09/29 by Shawn Hershey, Sourish Chaudhuri, Hershey, Shawn +23 · 126 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music Technology and Sound Studies
  4. Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions
    2017/12/16 by Jonathan Shen, Shen, Jonathan, Ruoming Pang +23 · 90 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  5. TensorFlow Distributions
    2017/11/28 by Joshua V. Dillon, Dillon, Joshua V., Ian Langmore +17 · 1 voice · 15 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Programming Languages (cs.PL) #cs.AI #cs.LG #cs.PL #stat.ML
  6. Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis
    2018/03/23 by Yuxuan Wang, Daisy Stanton, Wang, Yuxuan +17 · 67 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Speech and Audio Processing
  7. Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with\n Tacotron
    2018/03/23 by RJ Skerry-Ryan, Eric Battenberg, Skerry-Ryan, RJ +15 · 27 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) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
  8. Grammar Prompting for Domain-Specific Language Generation with Large Language Models
    2023/05/30 by Bailin Wang, Zi Wang, Wang, Bailin +9 · 2 voices · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL
  9. VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking
    2018/10/11 by Quan Wang, Hannah Muckenhirn, Wang, Quan +17 · 16 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  10. AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech
    2016/11/28 by Brian Patton, Patton, Brian, Yannis Agiomyrgiannakis +9 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Topic Modeling
  11. Training Chain-of-Thought via Latent-Variable Inference
    2023/11/28 by Du Phan, Matthew D. Hoffman, Phan, Du +17 · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  12. Scalable Learning of Non-Decomposable Objectives
    2016/08/16 by Elad Eban, Eban, Elad ET., Mariano Schain +9 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  13. Language Model Cascades
    2022/07/21 by D. Dohan, Dohan, David, Winnie Xu +21 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  14. Unsupervised Learning of Semantic Audio Representations
    2017/11/06 by Aren Jansen, Manoj Plakal, Jansen, Aren +13 · 5 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  15. Trainable Frontend For Robust and Far-Field Keyword Spotting
    2016/07/19 by Yuxuan Wang, Wang, Yuxuan, Pascal Getreuer +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Speech and Audio Processing
  16. Exploring Tradeoffs in Models for Low-latency Speech Enhancement
    2018/11/16 by Wilson, Kevin, Chinen, Michael, Thorpe, Jeremy +5 · 3 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  17. When Chain of Thought is Necessary, Language Models Struggle to Evade Monitors
    2025/07/07 by Emmons, Scott, Jenner, Erik, Elson, David K. +5 · 23 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images
    2022/10/27 by Matthew D. Hoffman, Hoffman, Matthew D., Tuan Anh Lê +11 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #62F15 (Primary) 68T45 (Secondary) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #G.3 #Generative Adversarial Networks and Image Synthesis #I.4.10 #I.5.1 #Machine Learning (cs.LG)
  19. Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning
    2025/12/23 by Seijin Kobayashi, Yanick Schimpf, Kobayashi, Seijin +29 · 5 voices · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Neural Networks and Reservoir Computing
  20. Uncovering Latent Style Factors for Expressive Speech Synthesis
    2017/11/01 by Yuxuan Wang, RJ Skerry-Ryan, Wang, Yuxuan +13 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems
  21. Differentiable Consistency Constraints for Improved Deep Speech Enhancement
    2018/11/20 by Wisdom, Scott, Hershey, John R., Wilson, Kevin +4 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  22. MesaNet: Sequence Modeling by Locally Optimal Test-Time Training
    2025/06/05 by Johannes von Oswald, von Oswald, Johannes, Nino Scherrer +30 · 12 citations
    Computer Science · #Topic Modeling #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  23. Coincidence, Categorization, and Consolidation: Learning to Recognize\n Sounds with Minimal Supervision
    2019/11/13 by Aren Jansen, Jansen, Aren, Daniel P. W. Ellis +11 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  24. tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware
    2020/02/04 by Lao, Junpeng, Suter, Christopher, Langmore, Ian +7 · 2 citations
    #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Programming Languages (cs.PL)
  25. Fixing a Broken ELBO
    2017/11/01 by Alexander A. Alemi, Ben Poole, Alemi, Alexander A. +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  26. Simple, Distributed, and Accelerated Probabilistic Programming
    2018/11/05 by Tran, Dustin, Hoffman, Matthew, Moore, Dave +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Programming Languages (cs.PL)
  27. Automatically Batching Control-Intensive Programs for Modern Accelerators
    2019/10/23 by Alexey Radul, Brian Patton, Radul, Alexey +7 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
  28. Embedded Universal Predictive Intelligence: a coherent framework for multi-agent learning
    2025/11/27 by Alexander Meulemans, Meulemans, Alexander, Rajai Nasser +25 · 5 voices · 1 citation
    Computer Science · Neuroscience · Psychology · #Child and Animal Learning Development #Domain Adaptation and Few-Shot Learning #Embodied and Extended Cognition #acm:68 #cs.AI #msc:68
  29. All Random Features Representations are Equivalent
    2024/06/27 by Sernau, Luke, Bonacina, Silvano, Saurous, Rif A. · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)