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Flashlight: Enabling Innovation in Tools for Machine Learning



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



Vineel Pratap , Awni Hannun , Gabriel Synnaeve , Ronan Collobert


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Augmenting Convolutional networks with attention-based aggregation



Hugo Touvron , Matthieu Cord , Alaaeldin El-Nouby , Piotr Bojanowski , Armand Joulin , Gabriel Synnaeve , Hervé Jégou


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Pseudo-Labeling for Massively Multilingual Speech Recognition



Loren Lugosch , Tatiana Likhomanenko , Gabriel Synnaeve , Ronan Collobert


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Hierarchical Skills for Efficient Exploration



Jonas Gehring , Gabriel Synnaeve , Andreas Krause , Nicolas Usunier

* To appear in 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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Word Order Does Not Matter For Speech Recognition



Vineel Pratap , Qiantong Xu , Tatiana Likhomanenko , Gabriel Synnaeve , Ronan Collobert


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ASR4REAL: An extended benchmark for speech models



Morgane Riviere , Jade Copet , Gabriel Synnaeve

* Submitted to ICASSP 2022 

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Leveraging Automated Unit Tests for Unsupervised Code Translation



Baptiste Roziere , Jie M. Zhang , Francois Charton , Mark Harman , Gabriel Synnaeve , Guillaume Lample


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XCiT: Cross-Covariance Image Transformers



Alaaeldin El-Nouby , Hugo Touvron , Mathilde Caron , Piotr Bojanowski , Matthijs Douze , Armand Joulin , Ivan Laptev , Natalia Neverova , Gabriel Synnaeve , Jakob Verbeek , Hervé Jegou


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