Suman V. Ravuri

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 16

Top Venues

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

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 (2024)
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 (2024)
Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth
Understanding Deep Generative Models with Generalized Empirical Likelihoods. CoRR (2023)
Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth
Understanding Deep Generative Models with Generalized Empirical Likelihoods. CVPR (2023)
Henry Addison, Elizabeth Kendon, Suman V. Ravuri, Laurence Aitchison, Peter A. G. Watson
Machine learning emulation of a local-scale UK climate model. CoRR (2022)
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 (2022)
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 (2021)
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
Skilful precipitation nowcasting using deep generative models of radar. Nat. 597 (7878) (2021)
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 (2020)
Suman V. Ravuri, Oriol Vinyals
Classification Accuracy Score for Conditional Generative Models. CoRR (2019)
Suman V. Ravuri, Oriol Vinyals
Classification Accuracy Score for Conditional Generative Models. NeurIPS (2019)
Suman V. Ravuri, Shakir Mohamed, Mihaela Rosca, Oriol Vinyals
Learning Implicit Generative Models with the Method of Learned Moments. ICML (2018)
Suman V. Ravuri, Shakir Mohamed, Mihaela Rosca, Oriol Vinyals
Learning Implicit Generative Models with the Method of Learned Moments. CoRR (2018)
Suman V. Ravuri, Steven Wegmann
How neural network features and depth modify statistical properties of HMM acoustic models. ICASSP (2016)
Suman V. Ravuri, Steven Wegmann
How Neural Network Depth Compensates for HMM Conditional Independence Assumptions in DNN-HMM Acoustic Models. INTERSPEECH (2016)
Suman V. Ravuri, Andreas Stolcke
A comparative study of recurrent neural network models for lexical domain classification. ICASSP (2016)
Suman V. Ravuri
Hybrid DNN-Latent structured SVM acoustic models for continuous speech recognition. ASRU (2015)
Suman V. Ravuri, Andreas Stolcke
Recurrent neural network and LSTM models for lexical utterance classification. INTERSPEECH (2015)
Suman V. Ravuri, Andreas Stolcke
A comparative study of neural network models for lexical intent classification. ASRU (2015)
Suman V. Ravuri
Hybrid MLP/structured-SVM tandem systems for large vocabulary and robust ASR. INTERSPEECH (2014)
Suman V. Ravuri, Andreas Stolcke
Neural network models for lexical addressee detection. INTERSPEECH (2014)
Elizabeth Shriberg, Andreas Stolcke, Suman V. Ravuri
Addressee detection for dialog systems using temporal and spectral dimensions of speaking style. INTERSPEECH (2013)
Suman V. Ravuri, Nelson Morgan
Easy does it: Robust spectro-temporal many-stream ASR without fine tuning streams. ICASSP (2012)
Oriol Vinyals, Suman V. Ravuri, Daniel Povey
Revisiting Recurrent Neural Networks for robust ASR. ICASSP (2012)
Oriol Vinyals, Suman V. Ravuri
Comparing multilayer perceptron to Deep Belief Network Tandem features for robust ASR. ICASSP (2011)
Brian Kingsbury, Hagen Soltau, George Saon, Stephen M. Chu, Hong-Kwang Kuo, Lidia Mangu, Suman V. Ravuri, Nelson Morgan, Adam Janin
The IBM 2009 GALE Arabic speech transcription system. ICASSP (2011)
Bernd T. Meyer, Suman V. Ravuri, Marc René Schädler, Nelson Morgan
Comparing Different Flavors of Spectro-Temporal Features for ASR. INTERSPEECH (2011)
Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri, Wen Wang
Transcribing Mandarin Broadcast Speech Using Multi-Layer Perceptron Acoustic Features. IEEE ACM Trans. Audio Speech Lang. Process. 19 (8) (2011)
Suman V. Ravuri, Daniel P. W. Ellis
Cover song detection: From high scores to general classification. ICASSP (2010)
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)
Suman V. Ravuri, Nelson Morgan
Using spectro-temporal features to improve AFE feature extraction for ASR. INTERSPEECH (2010)
Sherry Y. Zhao, Suman V. Ravuri, Nelson Morgan
Multi-stream to many-stream: using spectro-temporal features for ASR. INTERSPEECH (2009)
Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri
Hierarchical processing of the modulation spectrum for GALE Mandarin LVCSR system. INTERSPEECH (2009)
Suman V. Ravuri, Daniel P. W. Ellis
Stylization of pitch with syllable-based linear segments. ICASSP (2008)

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Publication Activity (10 Years)

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Suman V. Ravuri