Search Results for author: Gilad Avidov

Found 3 papers, 2 papers with code

Flashlight: Enabling Innovation in Tools for Machine Learning

2 code implementations • 29 Jan 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

This is in part due to the difficulties involved in prototyping new computational paradigms with existing frameworks.

BIG-bench Machine Learning

5,159

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Rethinking Evaluation in ASR: Are Our Models Robust Enough?

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

Finally, we show that training a single acoustic model on the most widely-used datasets - combined - reaches competitive performance on both research and real-world benchmarks.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

6,333

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Scaling Up Online Speech Recognition Using ConvNets

no code implementations • 27 Jan 2020 • Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert

We design an online end-to-end speech recognition system based on Time-Depth Separable (TDS) convolutions and Connectionist Temporal Classification (CTC).

Decoder speech-recognition +1

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