Anuroop Sriram
Anuroop Sriram
Facebook Artificial Intelligence Research
Verified email at alumni.cmu.edu
Title
Cited by
Cited by
Year
Deep speech 2: End-to-end speech recognition in english and mandarin
D Amodei, S Ananthanarayanan, R Anubhai, J Bai, E Battenberg, C Case, ...
International conference on machine learning, 173-182, 2016
19342016
fastMRI: An open dataset and benchmarks for accelerated MRI
J Zbontar, F Knoll, A Sriram, T Murrell, Z Huang, MJ Muckley, A Defazio, ...
arXiv preprint arXiv:1811.08839, 2018
1582018
Exploring neural transducers for end-to-end speech recognition
E Battenberg, J Chen, R Child, A Coates, YGY Li, H Liu, S Satheesh, ...
Automatic Speech Recognition and Understanding Workshop (ASRU), 206-213, 2017
152*2017
FRED (A Framework for Reconstructing Epidemic Dynamics): an open-source software system for modeling infectious diseases and control strategies using census-based populations
JJ Grefenstette, ST Brown, R Rosenfeld, J DePasse, NTB Stone, ...
BMC public health 13 (1), 1-14, 2013
1472013
Cold fusion: Training seq2seq models together with language models
A Sriram, H Jun, S Satheesh, A Coates
arXiv preprint arXiv:1708.06426, 2017
1292017
End-to-end asr: from supervised to semi-supervised learning with modern architectures
G Synnaeve, Q Xu, J Kahn, T Likhomanenko, E Grave, V Pratap, A Sriram, ...
arXiv preprint arXiv:1911.08460, 2019
552019
Robust speech recognition using generative adversarial networks
A Sriram, H Jun, Y Gaur, S Satheesh
2018 IEEE international conference on acoustics, speech and signal …, 2018
382018
fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning
F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
Radiology: Artificial Intelligence 2 (1), e190007, 2020
282020
fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning
F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
Radiology: Artificial Intelligence 2 (1), e190007, 2020
282020
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
F Knoll, T Murrell, A Sriram, N Yakubova, J Zbontar, M Rabbat, A Defazio, ...
Magnetic resonance in medicine 84 (6), 3054-3070, 2020
202020
RNN-T for latency controlled ASR with improved beam search
M Jain, K Schubert, J Mahadeokar, CF Yeh, K Kalgaonkar, A Sriram, ...
arXiv preprint arXiv:1911.01629, 2019
142019
End-to-end variational networks for accelerated MRI reconstruction
A Sriram, J Zbontar, T Murrell, A Defazio, CL Zitnick, N Yakubova, F Knoll, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
112020
GrappaNet: Combining parallel imaging with deep learning for multi-coil MRI reconstruction
A Sriram, J Zbontar, T Murrell, CL Zitnick, A Defazio, DK Sodickson
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
92020
Evaluating centrality metrics in real-world networks on gpu
A Sriram, K Gautham, K Kothapalli, PJ Narayan, R Govindarajulu
92009
Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study
MP Recht, J Zbontar, DK Sodickson, F Knoll, N Yakubova, A Sriram, ...
American Journal of Roentgenology 215 (6), 1421-1429, 2020
62020
Reducing bias in production speech models
E Battenberg, R Child, A Coates, C Fougner, Y Gaur, J Huang, H Jun, ...
arXiv preprint arXiv:1705.04400, 2017
62017
Massively multilingual asr: 50 languages, 1 model, 1 billion parameters
V Pratap, A Sriram, P Tomasello, A Hannun, V Liptchinsky, G Synnaeve, ...
arXiv preprint arXiv:2007.03001, 2020
52020
Systems and methods for principled bias reduction in production speech models
E Battenberg, R Child, A Coates, C Fougner, J Huang, JUN Heewoo, ...
US Patent 10,657,955, 2020
52020
State-of-the-art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge
MJ Muckley, B Riemenschneider, A Radmanesh, S Kim, G Jeong, J Ko, ...
arXiv preprint arXiv:2012.06318, 2020
42020
The Open Catalyst 2020 (OC20) Dataset and Community Challenges
L Chanussot, A Das, S Goyal, T Lavril, M Shuaibi, M Riviere, K Tran, ...
arXiv preprint arXiv:2010.09990, 2020
42020
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