Suman V. Ravuri

According to our database, Suman V. Ravuri authored at least 32 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Machine learning emulation of precipitation from km-scale regional climate simulations using a diffusion model.

Henry Addison, Elizabeth Kendon, Suman V. Ravuri, Laurence Aitchison, Peter A. G. Watson

CoRR, 2024

Neural Compression of Atmospheric States.

Piotr Mirowski, David Warde-Farley, Mihaela Rosca, Matthew Koichi Grimes, Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman V. Ravuri, Shakir Mohamed

CoRR, 2024

2023

Understanding Deep Generative Models with Generalized Empirical Likelihoods.

Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

GraphCast: Learning skillful medium-range global weather forecasting.

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

CoRR, 2022

Machine learning emulation of a local-scale UK climate model.

Henry Addison, Elizabeth Kendon, Suman V. Ravuri, Laurence Aitchison, Peter A. G. Watson

CoRR, 2022

2021

Skilful precipitation nowcasting using deep generative models of radar.

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

Nat., 2021

Skillful Precipitation Nowcasting using Deep Generative Models of Radar.

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

CoRR, 2021

2020

A review of radar-based nowcasting of precipitation and applicable machine learning techniques.

Rachel Prudden, Samantha V. Adams, Dmitry Kangin, Niall H. Robinson, Suman V. Ravuri, Shakir Mohamed, Alberto Arribas

CoRR, 2020

2019

Classification Accuracy Score for Conditional Generative Models.

Suman V. Ravuri, Oriol Vinyals

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Learning Implicit Generative Models with the Method of Learned Moments.

Suman V. Ravuri, Shakir Mohamed, Mihaela Rosca, Oriol Vinyals

Proceedings of the 35th International Conference on Machine Learning, 2018

2016

How Neural Network Depth Compensates for HMM Conditional Independence Assumptions in DNN-HMM Acoustic Models.

Suman V. Ravuri, Steven Wegmann

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

How neural network features and depth modify statistical properties of HMM acoustic models.

Suman V. Ravuri, Steven Wegmann

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A comparative study of recurrent neural network models for lexical domain classification.

Suman V. Ravuri, Andreas Stolcke

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Large-Margin Structured Prediction Extensions of Neural Networks for Automatic Speech Recognition.

Suman V. Ravuri

PhD thesis, 2015

Recurrent neural network and LSTM models for lexical utterance classification.

Suman V. Ravuri, Andreas Stolcke

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

A comparative study of neural network models for lexical intent classification.

Suman V. Ravuri, Andreas Stolcke

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Hybrid DNN-Latent structured SVM acoustic models for continuous speech recognition.

Suman V. Ravuri

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Neural network models for lexical addressee detection.

Suman V. Ravuri, Andreas Stolcke

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Hybrid MLP/structured-SVM tandem systems for large vocabulary and robust ASR.

Suman V. Ravuri

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Addressee detection for dialog systems using temporal and spectral dimensions of speaking style.

Elizabeth Shriberg, Andreas Stolcke, Suman V. Ravuri

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012

Revisiting Recurrent Neural Networks for robust ASR.

Oriol Vinyals, Suman V. Ravuri, Daniel Povey

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Easy does it: Robust spectro-temporal many-stream ASR without fine tuning streams.

Suman V. Ravuri, Nelson Morgan

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Transcribing Mandarin Broadcast Speech Using Multi-Layer Perceptron Acoustic Features.

Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri, Wen Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2011

Comparing Different Flavors of Spectro-Temporal Features for ASR.

Bernd T. Meyer, Suman V. Ravuri, Marc René Schädler, Nelson Morgan

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Comparing multilayer perceptron to Deep Belief Network Tandem features for robust ASR.

Oriol Vinyals, Suman V. Ravuri

Proceedings of the IEEE International Conference on Acoustics, 2011

The IBM 2009 GALE Arabic speech transcription system.

Brian Kingsbury, Hagen Soltau, George Saon, Stephen M. Chu, Hong-Kwang Kuo, Lidia Mangu, Suman V. Ravuri, Nelson Morgan, Adam Janin

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

A comparative large scale study of MLP features for Mandarin ASR.

Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri, Wen Wang

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Using spectro-temporal features to improve AFE feature extraction for ASR.

Suman V. Ravuri, Nelson Morgan

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Cover song detection: From high scores to general classification.

Suman V. Ravuri, Daniel P. W. Ellis

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Multi-stream to many-stream: using spectro-temporal features for ASR.

Sherry Y. Zhao, Suman V. Ravuri, Nelson Morgan

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Hierarchical processing of the modulation spectrum for GALE Mandarin LVCSR system.

Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008

Stylization of pitch with syllable-based linear segments.

Suman V. Ravuri, Daniel P. W. Ellis

Proceedings of the IEEE International Conference on Acoustics, 2008