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Suman V. Ravuri
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2020 – today
- 2024
- [i9]Piotr Mirowski, David Warde-Farley, Mihaela Rosca, Matthew Koichi Grimes, Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman V. Ravuri, Shakir Mohamed:
Neural Compression of Atmospheric States. CoRR abs/2407.11666 (2024) - [i8]Henry Addison, Elizabeth Kendon, Suman V. Ravuri, Laurence Aitchison, Peter A. G. Watson:
Machine learning emulation of precipitation from km-scale regional climate simulations using a diffusion model. CoRR abs/2407.14158 (2024) - 2023
- [c23]Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth:
Understanding Deep Generative Models with Generalized Empirical Likelihoods. CVPR 2023: 24395-24405 - [i7]Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth:
Understanding Deep Generative Models with Generalized Empirical Likelihoods. CoRR abs/2306.09780 (2023) - 2022
- [i6]Henry Addison, Elizabeth Kendon, Suman V. Ravuri, Laurence Aitchison, Peter A. G. Watson:
Machine learning emulation of a local-scale UK climate model. CoRR abs/2211.16116 (2022) - [i5]Rémi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Alexander Pritzel, Suman V. Ravuri, Timo Ewalds, Ferran Alet, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Jacklynn Stott, Oriol Vinyals, Shakir Mohamed, Peter W. Battaglia:
GraphCast: Learning skillful medium-range global weather forecasting. CoRR abs/2212.12794 (2022) - 2021
- [j2]Suman V. Ravuri
, Karel Lenc
Skilful precipitation nowcasting using deep generative models of radar. Nat. 597(7878): 672-677 (2021) - [i4]Suman V. Ravuri, Karel Lenc, Matthew Willson, Dmitry Kangin, Rémi Lam, Piotr Mirowski, Megan Fitzsimons, Maria Athanassiadou, Sheleem Kashem, Sam Madge, Rachel Prudden, Amol Mandhane, Aidan Clark, Andrew Brock, Karen Simonyan, Raia Hadsell, Niall H. Robinson, Ellen Clancy, Alberto Arribas, Shakir Mohamed:
Skillful Precipitation Nowcasting using Deep Generative Models of Radar. CoRR abs/2104.00954 (2021) - 2020
- [i3]Rachel Prudden, Samantha V. Adams, Dmitry Kangin, Niall H. Robinson, Suman V. Ravuri, Shakir Mohamed, Alberto Arribas:
A review of radar-based nowcasting of precipitation and applicable machine learning techniques. CoRR abs/2005.04988 (2020)
2010 – 2019
- 2019
- [c22]Suman V. Ravuri, Oriol Vinyals:
Classification Accuracy Score for Conditional Generative Models. NeurIPS 2019: 12247-12258 - [i2]Suman V. Ravuri, Oriol Vinyals:
Classification Accuracy Score for Conditional Generative Models. CoRR abs/1905.10887 (2019) - 2018
- [c21]Suman V. Ravuri, Shakir Mohamed, Mihaela Rosca, Oriol Vinyals:
Learning Implicit Generative Models with the Method of Learned Moments. ICML 2018: 4311-4320 - [i1]Suman V. Ravuri, Shakir Mohamed, Mihaela Rosca, Oriol Vinyals:
Learning Implicit Generative Models with the Method of Learned Moments. CoRR abs/1806.11006 (2018) - 2016
- [c20]Suman V. Ravuri, Steven Wegmann:
How neural network features and depth modify statistical properties of HMM acoustic models. ICASSP 2016: 5080-5084 - [c19]Suman V. Ravuri, Andreas Stolcke:
A comparative study of recurrent neural network models for lexical domain classification. ICASSP 2016: 6075-6079 - [c18]Suman V. Ravuri, Steven Wegmann:
How Neural Network Depth Compensates for HMM Conditional Independence Assumptions in DNN-HMM Acoustic Models. INTERSPEECH 2016: 2736-2740 - 2015
- [b1]Suman V. Ravuri:
Large-Margin Structured Prediction Extensions of Neural Networks for Automatic Speech Recognition. University of California, Berkeley, USA, 2015 - [c17]Suman V. Ravuri:
Hybrid DNN-Latent structured SVM acoustic models for continuous speech recognition. ASRU 2015: 37-44 - [c16]Suman V. Ravuri, Andreas Stolcke:
A comparative study of neural network models for lexical intent classification. ASRU 2015: 368-374 - [c15]Suman V. Ravuri, Andreas Stolcke:
Recurrent neural network and LSTM models for lexical utterance classification. INTERSPEECH 2015: 135-139 - 2014
- [c14]Suman V. Ravuri, Andreas Stolcke:
Neural network models for lexical addressee detection. INTERSPEECH 2014: 298-302 - [c13]Suman V. Ravuri:
Hybrid MLP/structured-SVM tandem systems for large vocabulary and robust ASR. INTERSPEECH 2014: 2729-2733 - 2013
- [c12]Elizabeth Shriberg, Andreas Stolcke, Suman V. Ravuri:
Addressee detection for dialog systems using temporal and spectral dimensions of speaking style. INTERSPEECH 2013: 2559-2563 - 2012
- [c11]Oriol Vinyals, Suman V. Ravuri, Daniel Povey:
Revisiting Recurrent Neural Networks for robust ASR. ICASSP 2012: 4085-4088 - [c10]Suman V. Ravuri, Nelson Morgan:
Easy does it: Robust spectro-temporal many-stream ASR without fine tuning streams. ICASSP 2012: 4309-4312 - 2011
- [j1]Fabio Valente, Mathew Magimai-Doss
Transcribing Mandarin Broadcast Speech Using Multi-Layer Perceptron Acoustic Features. IEEE ACM Trans. Audio Speech Lang. Process. 19(8): 2439-2450 (2011) - [c9]Oriol Vinyals, Suman V. Ravuri:
Comparing multilayer perceptron to Deep Belief Network Tandem features for robust ASR. ICASSP 2011: 4596-4599 - [c8]Brian Kingsbury, Hagen Soltau, George Saon
The IBM 2009 GALE Arabic speech transcription system. ICASSP 2011: 4672-4675 - [c7]Bernd T. Meyer, Suman V. Ravuri, Marc René Schädler, Nelson Morgan:
Comparing Different Flavors of Spectro-Temporal Features for ASR. INTERSPEECH 2011: 1269-1272 - 2010
- [c6]Suman V. Ravuri, Daniel P. W. Ellis:
Cover song detection: From high scores to general classification. ICASSP 2010: 65-68 - [c5]Suman V. Ravuri, Nelson Morgan:
Using spectro-temporal features to improve AFE feature extraction for ASR. INTERSPEECH 2010: 1181-1184 - [c4]Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri, Wen Wang:
A comparative large scale study of MLP features for Mandarin ASR. INTERSPEECH 2010: 2630-2633
2000 – 2009
- 2009
- [c3]Sherry Y. Zhao, Suman V. Ravuri, Nelson Morgan:
Multi-stream to many-stream: using spectro-temporal features for ASR. INTERSPEECH 2009: 2951-2954 - [c2]Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri:
Hierarchical processing of the modulation spectrum for GALE Mandarin LVCSR system. INTERSPEECH 2009: 2963-2966 - 2008
- [c1]Suman V. Ravuri, Daniel P. W. Ellis:
Stylization of pitch with syllable-based linear segments. ICASSP 2008: 3985-3988
Coauthor Index
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last updated on 2024-10-07 22:15 CEST by the dblp team
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