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

VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation

Changhan Wang, Morgane Rivière, Ann Lee, +6

Syntactic ParsingEngineeringSpeech CorpusCross-lingual RepresentationPart-of-speech Tagging +23

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN

Ebrahim Ansari, Amittai Axelrod, Nguyễn Bách, +20

Translation StudiesEndangered LanguagesEvaluation CampaignEbrahim AnsariSpeech Corpus +23

Fairseq S2T: Fast Speech-to-Text Modeling with Fairseq

Changhan Wang, Yun Tang, Xutai Ma, +3

On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models

Paul Michel, Xian Li, Graham Neubig, +1

EngineeringMachine LearningPaul MichelLanguage ProcessingNatural Language Processing +17

Multilingual Speech Translation from Efficient Finetuning of Pretrained Models

Xian Li, Changhan Wang, Yun Tang, +6

EngineeringPart-of-speech TaggingLanguage ProcessingText MiningSpeech Recognition +15

Direct Speech-to-Speech Translation With Discrete Units

Ann Lee, Peng‐Jen Chen, Changhan Wang, +9

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

EngineeringPart-of-speech TaggingDiscrete UnitsLanguage ProcessingSpeech Recognition +21

The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English

Francisco Guzmán, Peng‐Jen Chen, Myle Ott, +5

Textless Speech-to-Speech Translation on Real Data

Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, +8

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

EngineeringPart-of-speech TaggingHongyu GongPo TaggingLanguage Processing +24

Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

Jongsoo Park, Maxim Naumov, Protonu Basu, +25

arXiv (Cornell University)

Graph Neural NetworkEngineeringMachine LearningData ScienceMachine Learning Model +13