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SeamlessM4T: unified multilingual speech/text translation and aligned data

Contribution grade

Multilingual translation systems · Human-designed research method or resource

Reference score135,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Integrated self-supervised speech representation, automatically aligned speech-translation data and a multitask speech/text translation system with released research artifacts.

Scientific scope

Integrated self-supervised speech representation, automatically aligned speech-translation data and a multitask speech/text translation system with released research artifacts. Inherits UnitY, representation pretraining and multimodal translation. Language/task coverage varies; up-to100languages does not mean every pair has equal speech output/support.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits UnitY, representation pretraining and multimodal translation. Language/task coverage varies; up-to100languages does not mean every pair has equal speech output/support.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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