Rif A. Saurous
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
5
Active years
2017–2024
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICML | Robust Inverse Graphics via Probabilistic Inference. | Tuan Anh Le, Pavel Sountsov, Matthew Douglas Hoffman, Ben Lee, Brian Patton, Rif A. Saurous |
| 2023 | AISTATS | ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images. | Matthew D. Hoffman, Tuan Anh Le, Pavel Sountsov, Christopher Suter, Ben Lee, Vikash K. Mansinghka, Rif A. Saurous |
| 2023 | ICML | Sequential Monte Carlo Learning for Time Series Structure Discovery. | Feras Saad, Brian Patton, Matthew Douglas Hoffman, Rif A. Saurous, Vikash Mansinghka |
| 2020 | ICASSP | Large-Scale Weakly-Supervised Content Embeddings for Music Recommendation and Tagging. | Qingqing Huang, Aren Jansen, Li Zhang, Daniel P. W. Ellis, Rif A. Saurous, John R. Anderson |
| 2020 | ICASSP | Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision. | Aren Jansen, Daniel P. W. Ellis, Shawn Hershey, R. Channing Moore, Manoj Plakal, Ashok C. Popat, Rif A. Saurous |
| 2019 | ICASSP | Differentiable Consistency Constraints for Improved Deep Speech Enhancement. | Scott Wisdom, John R. Hershey, Kevin W. Wilson, Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous |
| 2019 | Interspeech | VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking. | Quan Wang, Hannah Muckenhirn, Kevin W. Wilson, Prashant Sridhar, Zelin Wu, John R. Hershey, Rif A. Saurous, Ron J. Weiss, Ye Jia, Ignacio Lpez-Moreno |
| 2018 | ICASSP | On Using Backpropagation for Speech Texture Generation and Voice Conversion. | Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio |
| 2018 | ICASSP | Unsupervised Learning of Semantic Audio Representations. | Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, R. Channing Moore, Rif A. Saurous |
| 2018 | ICASSP | Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions. | Jonathan Shen, Ruoming Pang, Ron J. Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, R. J. Skerry-Ryan, Rif A. Saurous, Yannis Agiomyrgiannakis, Yonghui Wu |
| 2018 | ICLR | Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. | Shankar Krishnan, Ying Xiao, Rif A. Saurous |
| 2018 | ICML | Fixing a Broken ELBO. | Alexander A. Alemi, Ben Poole, Ian Fischer, Joshua V. Dillon, Rif A. Saurous, Kevin Murphy |
| 2018 | ICML | Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron. | R. J. Skerry-Ryan, Eric Battenberg, Ying Xiao, Yuxuan Wang, Daisy Stanton, Joel Shor, Ron J. Weiss, Rob Clark, Rif A. Saurous |
| 2018 | ICML | Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis. | Yuxuan Wang, Daisy Stanton, Yu Zhang, R. J. Skerry-Ryan, Eric Battenberg, Joel Shor, Ying Xiao, Ye Jia, Fei Ren, Rif A. Saurous |
| 2018 | Interspeech | Emotion Recognition from Human Speech Using Temporal Information and Deep Learning. | John W. Kim, Rif A. Saurous |
| 2017 | ICASSP | CNN architectures for large-scale audio classification. | Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin W. Wilson |
| 2017 | ICASSP | Trainable frontend for robust and far-field keyword spotting. | Yuxuan Wang, Pascal Getreuer, Thad Hughes, Richard F. Lyon, Rif A. Saurous |
| 2017 | ICLR | Deep Probabilistic Programming. | Dustin Tran, Matthew D. Hoffman, Rif A. Saurous, Eugene Brevdo, Kevin Murphy, David M. Blei |
| 2017 | Interspeech | Tacotron: Towards End-to-End Speech Synthesis. | Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous |