Zobrazeno 1 - 10
of 605
pro vyhledávání: '"Duquenne, P."'
Autor:
Nguyen, Tu Anh, Muller, Benjamin, Yu, Bokai, Costa-jussa, Marta R., Elbayad, Maha, Popuri, Sravya, Ropers, Christophe, Duquenne, Paul-Ambroise, Algayres, Robin, Mavlyutov, Ruslan, Gat, Itai, Williamson, Mary, Synnaeve, Gabriel, Pino, Juan, Sagot, Benoit, Dupoux, Emmanuel
We introduce Spirit LM, a foundation multimodal language model that freely mixes text and speech. Our model is based on a 7B pretrained text language model that we extend to the speech modality by continuously training it on text and speech units. Sp
Externí odkaz:
http://arxiv.org/abs/2402.05755
Autor:
Communication, Seamless, Barrault, Loïc, Chung, Yu-An, Meglioli, Mariano Coria, Dale, David, Dong, Ning, Duppenthaler, Mark, Duquenne, Paul-Ambroise, Ellis, Brian, Elsahar, Hady, Haaheim, Justin, Hoffman, John, Hwang, Min-Jae, Inaguma, Hirofumi, Klaiber, Christopher, Kulikov, Ilia, Li, Pengwei, Licht, Daniel, Maillard, Jean, Mavlyutov, Ruslan, Rakotoarison, Alice, Sadagopan, Kaushik Ram, Ramakrishnan, Abinesh, Tran, Tuan, Wenzek, Guillaume, Yang, Yilin, Ye, Ethan, Evtimov, Ivan, Fernandez, Pierre, Gao, Cynthia, Hansanti, Prangthip, Kalbassi, Elahe, Kallet, Amanda, Kozhevnikov, Artyom, Gonzalez, Gabriel Mejia, Roman, Robin San, Touret, Christophe, Wong, Corinne, Wood, Carleigh, Yu, Bokai, Andrews, Pierre, Balioglu, Can, Chen, Peng-Jen, Costa-jussà, Marta R., Elbayad, Maha, Gong, Hongyu, Guzmán, Francisco, Heffernan, Kevin, Jain, Somya, Kao, Justine, Lee, Ann, Ma, Xutai, Mourachko, Alex, Peloquin, Benjamin, Pino, Juan, Popuri, Sravya, Ropers, Christophe, Saleem, Safiyyah, Schwenk, Holger, Sun, Anna, Tomasello, Paden, Wang, Changhan, Wang, Jeff, Wang, Skyler, Williamson, Mary
Large-scale automatic speech translation systems today lack key features that help machine-mediated communication feel seamless when compared to human-to-human dialogue. In this work, we introduce a family of models that enable end-to-end expressive
Externí odkaz:
http://arxiv.org/abs/2312.05187
Publikováno v:
Proceedings of Interspeech 2023
Recent research has shown that independently trained encoders and decoders, combined through a shared fixed-size representation, can achieve competitive performance in speech-to-text translation. In this work, we show that this type of approach can b
Externí odkaz:
http://arxiv.org/abs/2310.03724
Autor:
Delétang, Grégoire, Ruoss, Anian, Duquenne, Paul-Ambroise, Catt, Elliot, Genewein, Tim, Mattern, Christopher, Grau-Moya, Jordi, Wenliang, Li Kevin, Aitchison, Matthew, Orseau, Laurent, Hutter, Marcus, Veness, Joel
It has long been established that predictive models can be transformed into lossless compressors and vice versa. Incidentally, in recent years, the machine learning community has focused on training increasingly large and powerful self-supervised (la
Externí odkaz:
http://arxiv.org/abs/2309.10668
Autor:
Communication, Seamless, Barrault, Loïc, Chung, Yu-An, Meglioli, Mariano Cora, Dale, David, Dong, Ning, Duquenne, Paul-Ambroise, Elsahar, Hady, Gong, Hongyu, Heffernan, Kevin, Hoffman, John, Klaiber, Christopher, Li, Pengwei, Licht, Daniel, Maillard, Jean, Rakotoarison, Alice, Sadagopan, Kaushik Ram, Wenzek, Guillaume, Ye, Ethan, Akula, Bapi, Chen, Peng-Jen, Hachem, Naji El, Ellis, Brian, Gonzalez, Gabriel Mejia, Haaheim, Justin, Hansanti, Prangthip, Howes, Russ, Huang, Bernie, Hwang, Min-Jae, Inaguma, Hirofumi, Jain, Somya, Kalbassi, Elahe, Kallet, Amanda, Kulikov, Ilia, Lam, Janice, Li, Daniel, Ma, Xutai, Mavlyutov, Ruslan, Peloquin, Benjamin, Ramadan, Mohamed, Ramakrishnan, Abinesh, Sun, Anna, Tran, Kevin, Tran, Tuan, Tufanov, Igor, Vogeti, Vish, Wood, Carleigh, Yang, Yilin, Yu, Bokai, Andrews, Pierre, Balioglu, Can, Costa-jussà, Marta R., Celebi, Onur, Elbayad, Maha, Gao, Cynthia, Guzmán, Francisco, Kao, Justine, Lee, Ann, Mourachko, Alexandre, Pino, Juan, Popuri, Sravya, Ropers, Christophe, Saleem, Safiyyah, Schwenk, Holger, Tomasello, Paden, Wang, Changhan, Wang, Jeff, Wang, Skyler
What does it take to create the Babel Fish, a tool that can help individuals translate speech between any two languages? While recent breakthroughs in text-based models have pushed machine translation coverage beyond 200 languages, unified speech-to-
Externí odkaz:
http://arxiv.org/abs/2308.11596
We introduce SONAR, a new multilingual and multimodal fixed-size sentence embedding space. Our single text encoder, covering 200 languages, substantially outperforms existing sentence embeddings such as LASER3 and LabSE on the xsim and xsim++ multili
Externí odkaz:
http://arxiv.org/abs/2308.11466
Plasmonic nanophotothermal therapy for the treatment of basal cell carcinoma with gold nanoparticles
Autor:
Sabrina Pesnel, Maroua Ben Haddada, Sébastien Duquenne, Laurent Mortier, Antoine Bertolotti, Jean L. Perrot, Anne‐Laure Morel
Publikováno v:
JEADV Clinical Practice, Vol 3, Iss 2, Pp 448-456 (2024)
Abstract Background Basal cell carcinoma (BCC) is the most common form of skin cancer, typically developing in sun‐exposed areas such as the face. Surgery is the treatment of choice, with a overall good prognosis. However, some scars can be unsight
Externí odkaz:
https://doaj.org/article/bb65dccb73914536b07e35904469f028
Autor:
Pauline Duquenne, Cécilia Samieri, Stéphanie Chambaron, Marie-Claude Brindisi, Emmanuelle Kesse-Guyot, Pilar Galan, Serge Hercberg, Mathilde Touvier, Damien Léger, Léopold K. Fezeu, Valentina A. Andreeva
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract The main objective of this study was to evaluate the association of the insomnia-anxiety comorbidity with incident type 2 diabetes (T2D) in a large prospective cohort. We selected adults without diabetes at baseline from the French NutriNet-
Externí odkaz:
https://doaj.org/article/98b64343cee04d87a8b955d46e4e3bc2
Autor:
Chen, Mingda, Duquenne, Paul-Ambroise, Andrews, Pierre, Kao, Justine, Mourachko, Alexandre, Schwenk, Holger, Costa-jussà, Marta R.
End-to-End speech-to-speech translation (S2ST) is generally evaluated with text-based metrics. This means that generated speech has to be automatically transcribed, making the evaluation dependent on the availability and quality of automatic speech r
Externí odkaz:
http://arxiv.org/abs/2212.08486
Autor:
Chen, Peng-Jen, Tran, Kevin, Yang, Yilin, Du, Jingfei, Kao, Justine, Chung, Yu-An, Tomasello, Paden, Duquenne, Paul-Ambroise, Schwenk, Holger, Gong, Hongyu, Inaguma, Hirofumi, Popuri, Sravya, Wang, Changhan, Pino, Juan, Hsu, Wei-Ning, Lee, Ann
We study speech-to-speech translation (S2ST) that translates speech from one language into another language and focuses on building systems to support languages without standard text writing systems. We use English-Taiwanese Hokkien as a case study,
Externí odkaz:
http://arxiv.org/abs/2211.06474