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Holger Schwenk

NLLB Team

Speech-to-Speech Translation For A Real-world Unwritten Language


Nov 11, 2022
Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Pino, Wei-Ning Hsu, Ann Lee

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SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations


Nov 08, 2022
Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswani, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk

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* 18 pages 

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DiffEdit: Diffusion-based semantic image editing with mask guidance


Oct 20, 2022
Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord

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* Preprint 

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Multilingual Representation Distillation with Contrastive Learning


Oct 10, 2022
Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn

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No Language Left Behind: Scaling Human-Centered Machine Translation


Jul 11, 2022
NLLB team, Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loic Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang

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* 190 pages 

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Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages


May 25, 2022
Kevin Heffernan, Onur Çelebi, Holger Schwenk

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* 12 pages 

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T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation


May 24, 2022
Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk

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FlexIT: Towards Flexible Semantic Image Translation


Mar 09, 2022
Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord

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* accepted at CVPR 2022 

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Textless Speech-to-Speech Translation on Real Data


Dec 15, 2021
Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Juan Pino, Jiatao Gu, Wei-Ning Hsu

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Embedding Arithmetic for Text-driven Image Transformation


Dec 06, 2021
Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk

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