Staff View: :: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Mistral-AI, :, Liu, Alexander H., Tacnet, Alexis, Ehrenberg, Andy, Lo, Andy, Sun, Chen-Yo, Lample, Guillaume, Lagarde, Henry, Delignon, Jean-Malo, Kim, Jaeyoung, Harvill, John, Chandu, Khyathi Raghavi, Signoretti, Lorenzo, Jennings, Margaret, von Platen, Patrick, Muddireddy, Pavankumar Reddy, Arora, Rohin, Gandhi, Sanchit, Humeau, Samuel, Ghosh, Soham, Mishra, Srijan, Phung, Van, Bounhar, Abdelaziz, Rastogi, Abhinav, Sadé, Adrien, Jeffares, Alan, Jiang, Albert, Cahill, Alexandre, Gavaudan, Alexandre, Sablayrolles, Alexandre, Héliou, Amélie, You, Amos, Bai, Andrew, Zhao, Andrew, Lenglemetz, Angele, Agarwal, Anmol, Eliseev, Anton, Calvi, Antonia, Majumdar, Arjun, Fournier, Arthur, Joosen, Artjom, Sooriyarachchi, Avi, Utkur, Aysenur Karaduman, Bout, Baptiste, Rozière, Baptiste, De Monicault, Baudouin, Tibi, Benjamin, Yang, Bowen, Cronjäger, Charlotte, Lanfranchi, Clémence, Chen, Connor, Barreau, Corentin, Sautier, Corentin, Courtot, Cyprien, Dabert, Darius, Casas, Diego de las, Demyanenko, Elizaveta, Chane-Sane, Elliot, Gottlob, Emmanuel, Paquin, Enguerrand, Goffinet, Etienne, Niel, Fabien, Ahmed, Faruk, Baldassarre, Federico, Berrada, Gabrielle, Ecrepont, Gaëtan, Guinet, Gauthier, Hayes, Genevieve, Novikov, Georgii, Pistilli, Giada, Kunsch, Guillaume, Martin, Guillaume, Raille, Guillaume, Dhanuka, Gunjan, Gupta, Gunshi, Zhou, Han, Shah, Harshil, McGovern, Hope, Thimonier, Hugo, Mukherjee, Indraneel, Zhang, Irene, Sun, Jacques, Ludziejewski, Jan, Rute, Jason, Dentan, Jérémie, Studnia, Joachim, Amar, Jonas, Delas, Joséphine, Roberts, Josselin Somerville, Tauran, Julien, Yadav, Karmesh, Khandelwal, Kartik, Tep, Kilian, Jain, Kush, Aitchison, Laurence, Fainsin, Laurent, Blier, Léonard, Zhao, Lingxiao, Martin, Louis, Saulnier, Lucile, Gao, Luyu, Buyl, Maarten, Sharma, Manan, Pellat, Marie, Prins, Mark, Alexandre, Martin, Poirée, Mathieu, Schmitt, Mathieu, Guillaumin, Mathilde, Dinot, Matthieu, Futeral, Matthieu, Darrin, Maxime, Augustin, Maximilian, Unsal, Mert, Chiquier, Mia, Biriuchinskii, Mikhail, Pham, Minh-Quang, Lica, Mircea, Rivière, Morgane, Grinsztajn, Nathan, Gupta, Neha, Bousquet, Olivier, Duchenne, Olivier, Wang, Patricia, Jacob, Paul, Wambergue, Paul, Kurylowicz, Paula, Pinel, Philippe, Chagniot, Philomène, Stock, Pierre, Miłoś, Piotr, Gupta, Prateek, Agrawal, Pravesh, Torroba, Quentin, Ramrakhya, Ram, Isenhour, Randall, Shah, Rishi, Sauvestre, Romain, Soletskyi, Roman, Millner, Rosalie, Menneer, Rupert, Vaze, Sagar, Barry, Samuel, Belkadi, Samuel, Subramanian, Sandeep, Cha, Sean, Verma, Shashwat, Waghjale, Siddhant, Gandhi, Siddharth, Lepage, Simon, Aithal, Sumukh, Antoniak, Szymon, Vangani, Tarun Kumar, Scao, Teven Le, Cachet, Théo, Sorg, Theo Simon, Lavril, Thibaut, Chabal, Thomas, Foubert, Thomas, Robert, Thomas, Wang, Thomas, Lawson, Tim, Bewley, Tom, Edwards, Tom, Wang, Tyler, Jamil, Umar, Tomasini, Umberto, Nemychnikova, Valeriia, Nanda, Vedant, Jouault, Victor, Maladière, Vincent, Pfister, Vincent, Richard, Virgile, Bataev, Vladislav, Bouaziz, Wassim, Li, Wen-Ding, Havard, William, Marshall, William, Li, Xinghui, Guo, Xingran, Yang, Xinyu, Neuhaus, Yannic, Ouahidi, Yassine El, Bendou, Yassir, Wang, Yihan, Pan, Yimu, Ramzi, Zaccharie, Xu, Zhenlin
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2603.25551
Tags:	Add Tag No Tags, Be the first to tag this record!

_version_	1866910104567152640
author	Mistral-AI : Liu, Alexander H. Tacnet, Alexis Ehrenberg, Andy Lo, Andy Sun, Chen-Yo Lample, Guillaume Lagarde, Henry Delignon, Jean-Malo Kim, Jaeyoung Harvill, John Chandu, Khyathi Raghavi Signoretti, Lorenzo Jennings, Margaret von Platen, Patrick Muddireddy, Pavankumar Reddy Arora, Rohin Gandhi, Sanchit Humeau, Samuel Ghosh, Soham Mishra, Srijan Phung, Van Bounhar, Abdelaziz Rastogi, Abhinav Sadé, Adrien Jeffares, Alan Jiang, Albert Cahill, Alexandre Gavaudan, Alexandre Sablayrolles, Alexandre Héliou, Amélie You, Amos Bai, Andrew Zhao, Andrew Lenglemetz, Angele Agarwal, Anmol Eliseev, Anton Calvi, Antonia Majumdar, Arjun Fournier, Arthur Joosen, Artjom Sooriyarachchi, Avi Utkur, Aysenur Karaduman Bout, Baptiste Rozière, Baptiste De Monicault, Baudouin Tibi, Benjamin Yang, Bowen Cronjäger, Charlotte Lanfranchi, Clémence Chen, Connor Barreau, Corentin Sautier, Corentin Courtot, Cyprien Dabert, Darius Casas, Diego de las Demyanenko, Elizaveta Chane-Sane, Elliot Gottlob, Emmanuel Paquin, Enguerrand Goffinet, Etienne Niel, Fabien Ahmed, Faruk Baldassarre, Federico Berrada, Gabrielle Ecrepont, Gaëtan Guinet, Gauthier Hayes, Genevieve Novikov, Georgii Pistilli, Giada Kunsch, Guillaume Martin, Guillaume Raille, Guillaume Dhanuka, Gunjan Gupta, Gunshi Zhou, Han Shah, Harshil McGovern, Hope Thimonier, Hugo Mukherjee, Indraneel Zhang, Irene Sun, Jacques Ludziejewski, Jan Rute, Jason Dentan, Jérémie Studnia, Joachim Amar, Jonas Delas, Joséphine Roberts, Josselin Somerville Tauran, Julien Yadav, Karmesh Khandelwal, Kartik Tep, Kilian Jain, Kush Aitchison, Laurence Fainsin, Laurent Blier, Léonard Zhao, Lingxiao Martin, Louis Saulnier, Lucile Gao, Luyu Buyl, Maarten Sharma, Manan Pellat, Marie Prins, Mark Alexandre, Martin Poirée, Mathieu Schmitt, Mathieu Guillaumin, Mathilde Dinot, Matthieu Futeral, Matthieu Darrin, Maxime Augustin, Maximilian Unsal, Mert Chiquier, Mia Biriuchinskii, Mikhail Pham, Minh-Quang Lica, Mircea Rivière, Morgane Grinsztajn, Nathan Gupta, Neha Bousquet, Olivier Duchenne, Olivier Wang, Patricia Jacob, Paul Wambergue, Paul Kurylowicz, Paula Pinel, Philippe Chagniot, Philomène Stock, Pierre Miłoś, Piotr Gupta, Prateek Agrawal, Pravesh Torroba, Quentin Ramrakhya, Ram Isenhour, Randall Shah, Rishi Sauvestre, Romain Soletskyi, Roman Millner, Rosalie Menneer, Rupert Vaze, Sagar Barry, Samuel Belkadi, Samuel Subramanian, Sandeep Cha, Sean Verma, Shashwat Waghjale, Siddhant Gandhi, Siddharth Lepage, Simon Aithal, Sumukh Antoniak, Szymon Vangani, Tarun Kumar Scao, Teven Le Cachet, Théo Sorg, Theo Simon Lavril, Thibaut Chabal, Thomas Foubert, Thomas Robert, Thomas Wang, Thomas Lawson, Tim Bewley, Tom Edwards, Tom Wang, Tyler Jamil, Umar Tomasini, Umberto Nemychnikova, Valeriia Nanda, Vedant Jouault, Victor Maladière, Vincent Pfister, Vincent Richard, Virgile Bataev, Vladislav Bouaziz, Wassim Li, Wen-Ding Havard, William Marshall, William Li, Xinghui Guo, Xingran Yang, Xinyu Neuhaus, Yannic Ouahidi, Yassine El Bendou, Yassir Wang, Yihan Pan, Yimu Ramzi, Zaccharie Xu, Zhenlin
author_facet	Mistral-AI : Liu, Alexander H. Tacnet, Alexis Ehrenberg, Andy Lo, Andy Sun, Chen-Yo Lample, Guillaume Lagarde, Henry Delignon, Jean-Malo Kim, Jaeyoung Harvill, John Chandu, Khyathi Raghavi Signoretti, Lorenzo Jennings, Margaret von Platen, Patrick Muddireddy, Pavankumar Reddy Arora, Rohin Gandhi, Sanchit Humeau, Samuel Ghosh, Soham Mishra, Srijan Phung, Van Bounhar, Abdelaziz Rastogi, Abhinav Sadé, Adrien Jeffares, Alan Jiang, Albert Cahill, Alexandre Gavaudan, Alexandre Sablayrolles, Alexandre Héliou, Amélie You, Amos Bai, Andrew Zhao, Andrew Lenglemetz, Angele Agarwal, Anmol Eliseev, Anton Calvi, Antonia Majumdar, Arjun Fournier, Arthur Joosen, Artjom Sooriyarachchi, Avi Utkur, Aysenur Karaduman Bout, Baptiste Rozière, Baptiste De Monicault, Baudouin Tibi, Benjamin Yang, Bowen Cronjäger, Charlotte Lanfranchi, Clémence Chen, Connor Barreau, Corentin Sautier, Corentin Courtot, Cyprien Dabert, Darius Casas, Diego de las Demyanenko, Elizaveta Chane-Sane, Elliot Gottlob, Emmanuel Paquin, Enguerrand Goffinet, Etienne Niel, Fabien Ahmed, Faruk Baldassarre, Federico Berrada, Gabrielle Ecrepont, Gaëtan Guinet, Gauthier Hayes, Genevieve Novikov, Georgii Pistilli, Giada Kunsch, Guillaume Martin, Guillaume Raille, Guillaume Dhanuka, Gunjan Gupta, Gunshi Zhou, Han Shah, Harshil McGovern, Hope Thimonier, Hugo Mukherjee, Indraneel Zhang, Irene Sun, Jacques Ludziejewski, Jan Rute, Jason Dentan, Jérémie Studnia, Joachim Amar, Jonas Delas, Joséphine Roberts, Josselin Somerville Tauran, Julien Yadav, Karmesh Khandelwal, Kartik Tep, Kilian Jain, Kush Aitchison, Laurence Fainsin, Laurent Blier, Léonard Zhao, Lingxiao Martin, Louis Saulnier, Lucile Gao, Luyu Buyl, Maarten Sharma, Manan Pellat, Marie Prins, Mark Alexandre, Martin Poirée, Mathieu Schmitt, Mathieu Guillaumin, Mathilde Dinot, Matthieu Futeral, Matthieu Darrin, Maxime Augustin, Maximilian Unsal, Mert Chiquier, Mia Biriuchinskii, Mikhail Pham, Minh-Quang Lica, Mircea Rivière, Morgane Grinsztajn, Nathan Gupta, Neha Bousquet, Olivier Duchenne, Olivier Wang, Patricia Jacob, Paul Wambergue, Paul Kurylowicz, Paula Pinel, Philippe Chagniot, Philomène Stock, Pierre Miłoś, Piotr Gupta, Prateek Agrawal, Pravesh Torroba, Quentin Ramrakhya, Ram Isenhour, Randall Shah, Rishi Sauvestre, Romain Soletskyi, Roman Millner, Rosalie Menneer, Rupert Vaze, Sagar Barry, Samuel Belkadi, Samuel Subramanian, Sandeep Cha, Sean Verma, Shashwat Waghjale, Siddhant Gandhi, Siddharth Lepage, Simon Aithal, Sumukh Antoniak, Szymon Vangani, Tarun Kumar Scao, Teven Le Cachet, Théo Sorg, Theo Simon Lavril, Thibaut Chabal, Thomas Foubert, Thomas Robert, Thomas Wang, Thomas Lawson, Tim Bewley, Tom Edwards, Tom Wang, Tyler Jamil, Umar Tomasini, Umberto Nemychnikova, Valeriia Nanda, Vedant Jouault, Victor Maladière, Vincent Pfister, Vincent Richard, Virgile Bataev, Vladislav Bouaziz, Wassim Li, Wen-Ding Havard, William Marshall, William Li, Xinghui Guo, Xingran Yang, Xinyu Neuhaus, Yannic Ouahidi, Yassine El Bendou, Yassir Wang, Yihan Pan, Yimu Ramzi, Zaccharie Xu, Zhenlin
contents	We introduce Voxtral TTS, an expressive multilingual text-to-speech model that generates natural speech from as little as 3 seconds of reference audio. Voxtral TTS adopts a hybrid architecture that combines auto-regressive generation of semantic speech tokens with flow-matching for acoustic tokens. These tokens are encoded and decoded with Voxtral Codec, a speech tokenizer trained from scratch with a hybrid VQ-FSQ quantization scheme. In human evaluations conducted by native speakers, Voxtral TTS is preferred for multilingual voice cloning due to its naturalness and expressivity, achieving a 68.4\% win rate over ElevenLabs Flash v2.5. We release the model weights under a CC BY-NC license.
format	Preprint
id	arxiv_https___arxiv_org_abs_2603_25551
institution	arXiv
publishDate	2026
record_format	arxiv
spellingShingle	Voxtral TTS Mistral-AI : Liu, Alexander H. Tacnet, Alexis Ehrenberg, Andy Lo, Andy Sun, Chen-Yo Lample, Guillaume Lagarde, Henry Delignon, Jean-Malo Kim, Jaeyoung Harvill, John Chandu, Khyathi Raghavi Signoretti, Lorenzo Jennings, Margaret von Platen, Patrick Muddireddy, Pavankumar Reddy Arora, Rohin Gandhi, Sanchit Humeau, Samuel Ghosh, Soham Mishra, Srijan Phung, Van Bounhar, Abdelaziz Rastogi, Abhinav Sadé, Adrien Jeffares, Alan Jiang, Albert Cahill, Alexandre Gavaudan, Alexandre Sablayrolles, Alexandre Héliou, Amélie You, Amos Bai, Andrew Zhao, Andrew Lenglemetz, Angele Agarwal, Anmol Eliseev, Anton Calvi, Antonia Majumdar, Arjun Fournier, Arthur Joosen, Artjom Sooriyarachchi, Avi Utkur, Aysenur Karaduman Bout, Baptiste Rozière, Baptiste De Monicault, Baudouin Tibi, Benjamin Yang, Bowen Cronjäger, Charlotte Lanfranchi, Clémence Chen, Connor Barreau, Corentin Sautier, Corentin Courtot, Cyprien Dabert, Darius Casas, Diego de las Demyanenko, Elizaveta Chane-Sane, Elliot Gottlob, Emmanuel Paquin, Enguerrand Goffinet, Etienne Niel, Fabien Ahmed, Faruk Baldassarre, Federico Berrada, Gabrielle Ecrepont, Gaëtan Guinet, Gauthier Hayes, Genevieve Novikov, Georgii Pistilli, Giada Kunsch, Guillaume Martin, Guillaume Raille, Guillaume Dhanuka, Gunjan Gupta, Gunshi Zhou, Han Shah, Harshil McGovern, Hope Thimonier, Hugo Mukherjee, Indraneel Zhang, Irene Sun, Jacques Ludziejewski, Jan Rute, Jason Dentan, Jérémie Studnia, Joachim Amar, Jonas Delas, Joséphine Roberts, Josselin Somerville Tauran, Julien Yadav, Karmesh Khandelwal, Kartik Tep, Kilian Jain, Kush Aitchison, Laurence Fainsin, Laurent Blier, Léonard Zhao, Lingxiao Martin, Louis Saulnier, Lucile Gao, Luyu Buyl, Maarten Sharma, Manan Pellat, Marie Prins, Mark Alexandre, Martin Poirée, Mathieu Schmitt, Mathieu Guillaumin, Mathilde Dinot, Matthieu Futeral, Matthieu Darrin, Maxime Augustin, Maximilian Unsal, Mert Chiquier, Mia Biriuchinskii, Mikhail Pham, Minh-Quang Lica, Mircea Rivière, Morgane Grinsztajn, Nathan Gupta, Neha Bousquet, Olivier Duchenne, Olivier Wang, Patricia Jacob, Paul Wambergue, Paul Kurylowicz, Paula Pinel, Philippe Chagniot, Philomène Stock, Pierre Miłoś, Piotr Gupta, Prateek Agrawal, Pravesh Torroba, Quentin Ramrakhya, Ram Isenhour, Randall Shah, Rishi Sauvestre, Romain Soletskyi, Roman Millner, Rosalie Menneer, Rupert Vaze, Sagar Barry, Samuel Belkadi, Samuel Subramanian, Sandeep Cha, Sean Verma, Shashwat Waghjale, Siddhant Gandhi, Siddharth Lepage, Simon Aithal, Sumukh Antoniak, Szymon Vangani, Tarun Kumar Scao, Teven Le Cachet, Théo Sorg, Theo Simon Lavril, Thibaut Chabal, Thomas Foubert, Thomas Robert, Thomas Wang, Thomas Lawson, Tim Bewley, Tom Edwards, Tom Wang, Tyler Jamil, Umar Tomasini, Umberto Nemychnikova, Valeriia Nanda, Vedant Jouault, Victor Maladière, Vincent Pfister, Vincent Richard, Virgile Bataev, Vladislav Bouaziz, Wassim Li, Wen-Ding Havard, William Marshall, William Li, Xinghui Guo, Xingran Yang, Xinyu Neuhaus, Yannic Ouahidi, Yassine El Bendou, Yassir Wang, Yihan Pan, Yimu Ramzi, Zaccharie Xu, Zhenlin Artificial Intelligence We introduce Voxtral TTS, an expressive multilingual text-to-speech model that generates natural speech from as little as 3 seconds of reference audio. Voxtral TTS adopts a hybrid architecture that combines auto-regressive generation of semantic speech tokens with flow-matching for acoustic tokens. These tokens are encoded and decoded with Voxtral Codec, a speech tokenizer trained from scratch with a hybrid VQ-FSQ quantization scheme. In human evaluations conducted by native speakers, Voxtral TTS is preferred for multilingual voice cloning due to its naturalness and expressivity, achieving a 68.4\% win rate over ElevenLabs Flash v2.5. We release the model weights under a CC BY-NC license.
title	Voxtral TTS
topic	Artificial Intelligence
url	https://arxiv.org/abs/2603.25551

Similar Items