2026.iwslt-1.22@ACL

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#1 A Pocket Offline Model for Simultaneous Speech Translation as CUNI Submission to IWSLT 2026 [PDF] [Copy] [Kimi] [REL]

Authors: Aziz Sharipov Ortega, Dominik Macháček

We implement a direct speech translation model Canary for simultaneous translation with AlignAtt simultaneous policy. We focus on Nemo toolkit with the recent state-of-the-art foundation model Canary-1B-v2 that has only one billion of parameters, which is suitable for small pocket devices. This is a CUNI submission to IWSLT 2026 Simultaneous Speech Translation Shared task on Czech to English and English to German and Italian.

Subject: IWSLT.2026