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Anuroop Sriram
Anuroop Sriram
Meta FAIR
Verified email at alumni.cmu.edu - Homepage
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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
30412016
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
4752018
Cold fusion: Training seq2seq models together with language models
A Sriram, H Jun, S Satheesh, A Coates
arXiv preprint arXiv:1708.06426, 2017
2512017
Exploring neural transducers for end-to-end speech recognition
E Battenberg, J Chen, R Child, A Coates, YGY Li, H Liu, S Satheesh, ...
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
2132017
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
1982013
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
1892019
Mls: A large-scale multilingual dataset for speech research
V Pratap, Q Xu, A Sriram, G Synnaeve, R Collobert
arXiv preprint arXiv:2012.03411, 2020
1652020
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), 2020
1652020
Open catalyst 2020 (OC20) dataset and community challenges
L Chanussot, A Das, S Goyal, T Lavril, M Shuaibi, M Riviere, K Tran, ...
Acs Catalysis 11 (10), 6059-6072, 2021
1522021
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
1202020
End-to-end variational networks for accelerated MRI reconstruction
A Sriram, J Zbontar, T Murrell, A Defazio, CL Zitnick, N Yakubova, F Knoll, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
1152020
Robust wav2vec 2.0: Analyzing domain shift in self-supervised pre-training
WN Hsu, A Sriram, A Baevski, T Likhomanenko, Q Xu, V Pratap, J Kahn, ...
arXiv preprint arXiv:2104.01027, 2021
1012021
Results of the 2020 fastMRI challenge for machine learning MR image reconstruction
MJ Muckley, B Riemenschneider, A Radmanesh, S Kim, G Jeong, J Ko, ...
IEEE transactions on medical imaging 40 (9), 2306-2317, 2021
962021
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
852020
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, ...
AJR. American journal of roentgenology 215 (6), 1421, 2020
732020
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
652020
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
602018
Covid-19 prognosis via self-supervised representation learning and multi-image prediction
A Sriram, M Muckley, K Sinha, F Shamout, J Pineau, KJ Geras, L Azour, ...
arXiv preprint arXiv:2101.04909, 2021
472021
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
342019
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 2 (6), 7, 2020
322020
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