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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
4942020
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
2762019
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
2522021
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
2512024
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
2392019
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
1522020
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
1052020
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
492020
Differentiable weighted finite-state transducers
A Hannun, V Pratap, J Kahn, WN Hsu
arXiv preprint arXiv:2010.01003, 2020
342020
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
252022
Performance evaluation of offline speech recognition on edge devices
S Gondi, V Pratap
Electronics 10 (21), 2697, 2021
172021
Performance and efficiency evaluation of ASR inference on the edge
S Gondi, V Pratap
Sustainability 13 (22), 12392, 2021
132021
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
122023
Star temporal classification: Sequence classification with partially labeled data
V Pratap, A Hannun, G Synnaeve, R Collobert
arXiv preprint arXiv:2201.12208, 2022
12*2022
Customized keyword query suggestions on online social networks
KS Hazra, VP Konduru
US Patent 10,534,815, 2020
82020
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
Scaling a simple approach to zero-shot speech recognition
J Zhao, V Pratap, M Auli
arXiv preprint arXiv:2407.17852, 2024
22024
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
22024
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
Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking
B Yan, V Pratap, S Watanabe, M Auli
arXiv preprint arXiv:2409.18428, 2024
2024
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