Urdu heard as Urdu, not as rough Hindi
“Aaj ka vlog thora lambda hai”you said lamba
Spoken Urdu overlaps heavily with Hindi and carries plenty of English inside everyday sentences: "mujhe ye product bohot pasand aaya". A model that treats Urdu as Hindi, roughly, picks the wrong word at exactly those points, and some tools go further and hand you Devanagari. Kalakar lists Urdu as its own language, so the English words come back as spoken and nothing gets filed as Hindi.














