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Seamless: expressive speech translation with monotonic streaming attention

Combined prosody/style-preserving speech translation with Efficient Monotonic Multihead Attention and streaming generation, integrating released evaluation and watermark resources.

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Combined prosody/style-preserving speech translation with Efficient Monotonic Multihead Attention and streaming generation, integrating released evaluation and watermark resources.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Inherits SeamlessM4T/UnitY2 and monotonic attention. Acquired delta is expressive/streaming mechanism/system, not ordinary language-count scaling. No universal zero-latency translation, perfect identity preservation or prevention of all deepfakes; original roles are not equal person effort.

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People and systems

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; Hirofumi Inaguma; Christopher Klaiber; Ilia Kulikov; Pengwei Li; Daniel Licht; Jean Maillard; Ruslan Mavlyutov; Alice Rakotoarison; Kaushik Ram Sadagopan; Abinesh Ramakrishnan; Tuan Tran; Guillaume Wenzek; Yilin Yang; Ethan Ye; Ivan Evtimov; Pierre Fernandez; Cynthia Gao; Prangthip Hansanti; Elahe Kalbassi; Amanda Kallet; Artyom Kozhevnikov; Gabriel Mejia Gonzalez; Robin San Roman; Christophe Touret; Corinne Wong; Carleigh Wood; Bokai Yu; Pierre Andrews; Can Balioglu; Peng-Jen Chen; Marta R. Costa-jussà; Maha Elbayad; Hongyu Gong; Francisco Guzmán; Kevin Heffernan; Somya Jain; Justine Kao; Ann Lee; Xutai Ma; Alex Mourachko; Benjamin Peloquin; Juan Pino; Sravya Popuri; Christophe Ropers; Safiyyah Saleem; Holger Schwenk; Anna Sun; Paden Tomasello; Changhan Wang; Jeff Wang; Skyler Wang; Mary Williamson

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Seamless: expressive speech translation with monotonic streaming attention

Combined prosody/style-preserving speech translation with Efficient Monotonic Multihead Attention and streaming generation, integrating released evaluation and watermark resources.

Scientific scope

Inherits SeamlessM4T/UnitY2 and monotonic attention. Acquired delta is expressive/streaming mechanism/system, not ordinary language-count scaling. No universal zero-latency translation, perfect identity preservation or prevention of all deepfakes; original roles are not equal person effort.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

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; Hirofumi Inaguma; Christopher Klaiber; Ilia Kulikov; Pengwei Li; Daniel Licht; Jean Maillard; Ruslan Mavlyutov; Alice Rakotoarison; Kaushik Ram Sadagopan; Abinesh Ramakrishnan; Tuan Tran; Guillaume Wenzek; Yilin Yang; Ethan Ye; Ivan Evtimov; Pierre Fernandez; Cynthia Gao; Prangthip Hansanti; Elahe Kalbassi; Amanda Kallet; Artyom Kozhevnikov; Gabriel Mejia Gonzalez; Robin San Roman; Christophe Touret; Corinne Wong; Carleigh Wood; Bokai Yu; Pierre Andrews; Can Balioglu; Peng-Jen Chen; Marta R. Costa-jussà; Maha Elbayad; Hongyu Gong; Francisco Guzmán; Kevin Heffernan; Somya Jain; Justine Kao; Ann Lee; Xutai Ma; Alex Mourachko; Benjamin Peloquin; Juan Pino; Sravya Popuri; Christophe Ropers; Safiyyah Saleem; Holger Schwenk; Anna Sun; Paden Tomasello; Changhan Wang; Jeff Wang; Skyler Wang; Mary Williamson

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources