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XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale



Arun Babu , Changhan Wang , Andros Tjandra , Kushal Lakhotia , Qiantong Xu , Naman Goyal , Kritika Singh , Patrick von Platen , Yatharth Saraf , Juan Pino , Alexei Baevski , Alexis Conneau , Michael Auli


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Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks



Sangeeta Srivastava , Yun Wang , Andros Tjandra , Anurag Kumar , Chunxi Liu , Kritika Singh , Yatharth Saraf

* 4 pages. Submitted to ICASSP in Oct 2021 

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Accent-Robust Automatic Speech Recognition Using Supervised and Unsupervised Wav2vec Embeddings



Jialu Li , Vimal Manohar , Pooja Chitkara , Andros Tjandra , Michael Picheny , Frank Zhang , Xiaohui Zhang , Yatharth Saraf

* Submitted to ICASSP 2022 

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Improved Language Identification Through Cross-Lingual Self-Supervised Learning



Andros Tjandra , Diptanu Gon Choudhury , Frank Zhang , Kritika Singh , Alexis Conneau , Alexei Baevski , Assaf Sela , Yatharth Saraf , Michael Auli

* Submitted to ASRU 2021 

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Cross-Lingual Machine Speech Chain for Javanese, Sundanese, Balinese, and Bataks Speech Recognition and Synthesis



Sashi Novitasari , Andros Tjandra , Sakriani Sakti , Satoshi Nakamura

* Accepted in SLTU-CCURL 2020 

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Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition



Sashi Novitasari , Andros Tjandra , Sakriani Sakti , Satoshi Nakamura

* Accepted in INTERSPEECH 2019 

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