fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Myle Ott, Sergey Edunov, Alexei Baevski, +5

Angela FanExtensible ToolkitEngineeringSequence AlignmentNatural Language Processing +17

wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, +1

arXiv (Cornell University)

EngineeringMachine LearningSpoken Language ProcessingSpeech RecognitionNatural Language Processing +17

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

Arun Babu, Changhan Wang, Andros Tjandra, +10

Interspeech 2022

EngineeringMachine LearningCross-lingual Speech RepresentationCross-lingual RepresentationLarge-scale Model +15

wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, +1

Neural Information Processing Systems

Natural Language ProcessingEngineeringMachine LearningDeep LearningWav2vec 2.0 +10

Pay Less Attention with Lightweight and Dynamic Convolutions

Felix Wu, Angela Fan, Alexei Baevski, +2

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningPay Less AttentionVideo Interpretation +17

Facebook FAIR’s WMT19 News Translation Task Submission

Nathan Ng, Kyra Yee, Alexei Baevski, +3

vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations

Alexei Baevski, Steffen Schneider, Michael Auli

ArXiv.org

EngineeringMachine LearningSpoken Language ProcessingSpeech RecognitionNatural Language Processing +16

data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language

Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, +3

arXiv (Cornell University)

EngineeringMachine LearningAutoencodersMultimodal LearningSpoken Language Processing +19

vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations

Alexei Baevski, Steffen Schneider, Michael Auli

arXiv (Cornell University)

EngineeringMachine LearningSpoken Language ProcessingSpeech RecognitionNatural Language Processing +16

fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Myle Ott, Sergey Edunov, Alexei Baevski, +5

arXiv (Cornell University)

Artificial IntelligenceExtensible ToolkitEngineeringMachine LearningSequence Alignment +21