Multimodal and Multilingual Embeddings for Large-Scale Speech Mining. - Paul-Ambroise Duquenne; Hongyu Gong; Holger Schwenk (NeurIPS, 2021)

Textless Speech-to-Speech Translation on Real Data. - Ann Lee 001; Hongyu Gong; Paul-Ambroise Duquenne; Holger Schwenk; Peng-Jen Chen; Changhan Wang; Sravya Popuri; Juan Miguel Pino; Jiatao Gu; Wei-Ning Hsu (CoRR, 2021)

T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation. - Paul-Ambroise Duquenne; Hongyu Gong; Benoît Sagot; Holger Schwenk (EMNLP, 2022)

Textless Speech-to-Speech Translation on Real Data. - Ann Lee 001; Hongyu Gong; Paul-Ambroise Duquenne; Holger Schwenk; Peng-Jen Chen; Changhan Wang; Sravya Popuri; Yossi Adi; Juan Miguel Pino; Jiatao Gu; Wei-Ning Hsu (NAACL-HLT, 2022)

BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric. - Mingda Chen; Paul-Ambroise Duquenne; Pierre Andrews; Justine Kao; Alexandre Mourachko; Holger Schwenk; Marta R. Costa-jussà (ACL (1), 2023)

Speech-to-Speech Translation for a Real-world Unwritten Language. - 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; et al. (ACL (Findings), 2023)

SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. - Paul-Ambroise Duquenne; Hongyu Gong; Ning Dong; Jingfei Du; Ann Lee 001; Vedanuj Goswami; Changhan Wang; Juan Pino 001; Benoît Sagot; Holger Schwenk (ACL (1), 2023)

Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer. - Paul-Ambroise Duquenne; Holger Schwenk; Benoît Sagot (INTERSPEECH, 2023)

SONAR: Sentence-Level Multimodal and Language-Agnostic Representations. - Paul-Ambroise Duquenne; Holger Schwenk; Benoît Sagot (CoRR, 2023)

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. - Seamless Communication; Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Paul-Ambroise Duquenne; Hady Elsahar; Hongyu Gong; Kevin Heffernan; John Hoffman; Christopher Klaiber; et al. (CoRR, 2023)

Seamless: Multilingual Expressive and Streaming Speech Translation. - Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Mark Duppenthaler; Paul-Ambroise Duquenne; Brian Ellis; Hady Elsahar; Justin Haaheim; John Hoffman; Min-Jae Hwang; et al. (CoRR, 2023)

Language Modeling Is Compression. - Grégoire Delétang; Anian Ruoss; Paul-Ambroise Duquenne; Elliot Catt; Tim Genewein; Christopher Mattern; Jordi Grau-Moya; Li Kevin Wenliang; Matthew Aitchison; Laurent Orseau; Marcus Hutter; Joel Veness (ICLR, 2024)

SpiRit-LM: Interleaved Spoken and Written Language Model. - Tu Anh Nguyen; Benjamin Muller; Bokai Yu; Marta R. Costa-jussà; Maha Elbayad; Sravya Popuri; Paul-Ambroise Duquenne; Robin Algayres; Ruslan Mavlyutov; Itai Gat; Gabriel Synnaeve; Juan Pino 001; et al. (CoRR, 2024)

Large Concept Models: Language Modeling in a Sentence Representation Space. - LCM team; Loïc Barrault; Paul-Ambroise Duquenne; Maha Elbayad; Artyom Kozhevnikov; Belen Alastruey; Pierre Andrews; Mariano Coria; Guillaume Couairon; Marta R. Costa-jussà; David Dale; Hady Elsahar; et al. (CoRR, 2024)

Sentence Embeddings for Massively Multilingual Speech and Text Processing. (Représentations vectorielles de phrases pour le traitement massivement multilingue du texte et de la parole). - Paul-Ambroise Duquenne (2024)