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Vineel Pratap
Vineel Pratap
Facebook AI Research
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Year
MLS: A large-scale multilingual dataset for speech research
V Pratap, Q Xu, A Sriram, G Synnaeve, R Collobert
INTERSPEECH 2020, 21st Annual Conference of the International Speech …, 2020
3572020
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, ...
International Conference on Machine Learning - Workshop on Self-supervised …, 2019
2552019
Wav2letter++: A fast open-source speech recognition system
V Pratap, A Hannun, Q Xu, J Cai, J Kahn, G Synnaeve, V Liptchinsky, ...
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
2242019
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, ...
INTERSPEECH 2021, 22nd Annual Conference of the International Speech …, 2021
2172021
Massively Multilingual ASR: 50 languages, 1 model, 1 billion parameters
V Pratap, A Sriram, P Tomasello, A Hannun, V Liptchinsky, G Synnaeve, ...
INTERSPEECH 2020, 21st Annual Conference of the International Speech …, 2020
1382020
Scaling speech technology to 1,000+ languages
V Pratap, A Tjandra, B Shi, P Tomasello, A Babu, S Kundu, A Elkahky, ...
Journal of Machine Learning Research 25 (97), 1-52, 2024
1162024
Rethinking evaluation in ASR: Are our models robust enough?
T Likhomanenko, Q Xu, V Pratap, P Tomasello, J Kahn, G Avidov, ...
INTERSPEECH 2021, 22nd Annual Conference of the International Speech …, 2020
912020
Scaling up online speech recognition using convnets
V Pratap, Q Xu, J Kahn, G Avidov, T Likhomanenko, A Hannun, ...
INTERSPEECH 2020, 21st Annual Conference of the International Speech …, 2020
432020
Differentiable weighted finite-state transducers
A Hannun, V Pratap, J Kahn, WN Hsu
arXiv preprint arXiv:2010.01003, 2020
302020
Flashlight: Enabling innovation in tools for machine learning
JD Kahn, V Pratap, T Likhomanenko, Q Xu, A Hannun, J Cai, P Tomasello, ...
International Conference on Machine Learning, 10557-10574, 2022
222022
Performance evaluation of offline speech recognition on edge devices
S Gondi, V Pratap
Electronics 10 (21), 2697, 2021
142021
Star temporal classification: Sequence classification with partially labeled data
V Pratap, A Hannun, G Synnaeve, R Collobert
arXiv preprint arXiv:2201.12208, 2022
11*2022
Performance and efficiency evaluation of ASR inference on the edge
S Gondi, V Pratap
Sustainability 13 (22), 12392, 2021
112021
Customized keyword query suggestions on online social networks
KS Hazra, VP Konduru
US Patent 10,534,815, 2020
72020
Word order does not matter for speech recognition
V Pratap, Q Xu, T Likhomanenko, G Synnaeve, R Collobert
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
52022
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch
J Hwang, M Hira, C Chen, X Zhang, Z Ni, G Sun, P Ma, R Huang, V Pratap, ...
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-9, 2023
32023
Parallel composition of weighted finite-state transducers
S Sengupta, V Pratap, A Hannun
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
12022
Less Peaky and More Accurate CTC Forced Alignment by Label Priors
R Huang, X Zhang, Z Ni, L Sun, M Hira, J Hwang, V Manohar, V Pratap, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
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