MCAT scales MLLMs to many-to-many speech translation across 70 languages via curriculum learning and a 30-token speech adapter, surpassing prior SOTA on FLEURS while improving speed.
Llamax: Scaling linguistic horizons of llm by enhancing translation capabilities beyond 100 lan- guages,
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MCAT: Scaling Many-to-Many Speech-to-Text Translation with MLLMs to 70 Languages
MCAT scales MLLMs to many-to-many speech translation across 70 languages via curriculum learning and a 30-token speech adapter, surpassing prior SOTA on FLEURS while improving speed.