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Flashlight: Enabling Innovation in Tools for Machine Learning


Jan 29, 2022
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

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Star Temporal Classification: Sequence Classification with Partially Labeled Data


Jan 28, 2022
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert

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Word Order Does Not Matter For Speech Recognition


Oct 18, 2021
Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert

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Parallel Composition of Weighted Finite-State Transducers


Oct 06, 2021
Shubho Sengupta, Vineel Pratap, Awni Hannun

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Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training


Apr 02, 2021
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli

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MLS: A Large-Scale Multilingual Dataset for Speech Research


Dec 19, 2020
Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert

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* Interspeech 2020 

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Rethinking Evaluation in ASR: Are Our Models Robust Enough?


Oct 22, 2020
Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve

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Differentiable Weighted Finite-State Transducers


Oct 02, 2020
Awni Hannun, Vineel Pratap, Jacob Kahn, Wei-Ning Hsu

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