Apoorv Vyas
Apoorv Vyas
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Transformers are rnns: Fast autoregressive transformers with linear attention
A Katharopoulos, A Vyas, N Pappas, F Fleuret
International Conference on Machine Learning, 5156-5165, 2020
Out-of-distribution detection using an ensemble of self supervised leave-out classifiers
A Vyas, N Jammalamadaka, X Zhu, D Das, B Kaul, TL Willke
European Conference on Computer Vision, 2018
Fast transformers with clustered attention
A Vyas, A Katharopoulos, F Fleuret
Advances in Neural Information Processing Systems 33, 21665-21674, 2020
Power efficient compressive sensing for continuous monitoring of ECG and PPG in a wearable system
V Natarajan, A Vyas
2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), 336-341, 2016
Analyzing uncertainties in speech recognition using dropout
A Vyas, P Dighe, S Tong, H Bourlard
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Pkwrap: a pytorch package for lf-mmi training of acoustic models
S Madikeri, S Tong, J Zuluaga-Gomez, A Vyas, P Motlicek, H Bourlard
arXiv preprint arXiv:2010.03466, 2020
Commercial block detection in broadcast news videos
A Vyas, R Kannao, V Bhargava, P Guha
Proceedings of the 2014 Indian Conference on Computer Vision Graphics and …, 2014
Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model
A Vyas, S Madikeri, H Bourlard
Interspeech 2021, 2861--2865, 2021
Compressive sensing for power efficient data aggregation in a wireless sensor network
V Natarajan, A Vyas, K Ranganathan, J Joy, H Singh
US Patent 10,149,131, 2018
Lattice-free MMI adaptation of self-supervised pretrained acoustic models
A Vyas, S Madikeri, H Bourlard
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
Unbiased Semi-Supervised LF-MMI Training Using Dropout.
S Tong, A Vyas, PN Garner, H Bourlard
INTERSPEECH, 1576-1580, 2019
On-demand compute reduction with stochastic wav2vec 2.0
A Vyas, WN Hsu, M Auli, A Baevski
arXiv preprint arXiv:2204.11934, 2022
Efficient mesh network data gathering
V Natarajan, K Ranganathan, JJ Sydir, A Vyas
US Patent 10,778,556, 2020
Low power supervised semantic-preserving shallow hashing
A Vyas, D Mehta, S Varadarajan
US Patent 10,747,810, 2020
Optical heart rate sensor with reduced power
AS Baxi, A Vyas, S Phatak
US Patent 10,932,677, 2021
Scaling Speech Technology to 1,000+ Languages
V Pratap, A Tjandra, B Shi, P Tomasello, A Babu, S Kundu, A Elkahky, ...
arXiv preprint arXiv:2305.13516, 2023
Efficient Transformer-Based Speech Recognition
A Vyas
EPFL, 2022
Scheduling of network relays
V Natarajan, A Vyas, JJ Sydir, K Ranganathan
US Patent 10,448,415, 2019
Fast Attention Models
F Fleuret, A Vyas, N Pappas
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