Vineel Pratap

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Finite State Transducers

Speech Recognition

Partially Labeled Data

Noisy Environments

Top Venues

Publications

Ruizhe Huang, Xiaohui Zhang, Zhaoheng Ni, Li Sun, Moto Hira, Jeff Hwang, Vimal Manohar, Vineel Pratap, Matthew Wiesner, Shinji Watanabe, Daniel Povey, Sanjeev Khudanpur
Less Peaky and More Accurate CTC Forced Alignment by Label Priors. ICASSP (2024)
Ruizhe Huang, Xiaohui Zhang, Zhaoheng Ni, Li Sun, Moto Hira, Jeff Hwang, Vimal Manohar, Vineel Pratap, Matthew Wiesner, Shinji Watanabe, Daniel Povey, Sanjeev Khudanpur
Less Peaky and More Accurate CTC Forced Alignment by Label Priors. CoRR (2024)
Jinming Zhao, Vineel Pratap, Michael Auli
Scaling A Simple Approach to Zero-Shot Speech Recognition. CoRR (2024)
Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. CoRR (2023)
Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli
Scaling Speech Technology to 1, 000+ Languages. CoRR (2023)
Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao
TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. ASRU (2023)
Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Flashlight: Enabling Innovation in Tools for Machine Learning. CoRR (2022)
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Star Temporal Classification: Sequence Classification with Partially Labeled Data. CoRR (2022)
Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Word Order does not Matter for Speech Recognition. ICASSP (2022)
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Star Temporal Classification: Sequence Modeling with Partially Labeled Data. NeurIPS (2022)
Jacob D. Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Flashlight: Enabling Innovation in Tools for Machine Learning. ICML (2022)
Shubho Sengupta, Vineel Pratap, Awni Y. Hannun
Parallel Composition of Weighted Finite-State Transducers. ICASSP (2022)
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. CoRR (2021)
Shubho Sengupta, Vineel Pratap, Awni Hannun
Parallel Composition of Weighted Finite-State Transducers. CoRR (2021)
Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Word Order Does Not Matter For Speech Recognition. CoRR (2021)
Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
Rethinking Evaluation in ASR: Are Our Models Robust Enough? Interspeech (2021)
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. Interspeech (2021)
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. INTERSPEECH (2020)
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Scaling Up Online Speech Recognition Using ConvNets. INTERSPEECH (2020)
Awni Hannun, Vineel Pratap, Jacob Kahn, Wei-Ning Hsu
Differentiable Weighted Finite-State Transducers. CoRR (2020)
Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
Rethinking Evaluation in ASR: Are Our Models Robust Enough? CoRR (2020)
Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert
MLS: A Large-Scale Multilingual Dataset for Speech Research. CoRR (2020)
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Scaling Up Online Speech Recognition Using ConvNets. CoRR (2020)
Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert
MLS: A Large-Scale Multilingual Dataset for Speech Research. INTERSPEECH (2020)
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. CoRR (2020)
Gabriel Synnaeve, Qiantong Xu, Jacob Kahn, Edouard Grave, Tatiana Likhomanenko, Vineel Pratap, Anuroop Sriram, Vitaliy Liptchinsky, Ronan Collobert
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. CoRR (2019)
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
Wav2Letter++: A Fast Open-source Speech Recognition System. ICASSP (2019)
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
wav2letter++: The Fastest Open-source Speech Recognition System. CoRR (2018)