2 papers
cs.CL2026
DonorRank: Donor Language Selection for Low-Resource Cross-Lingual Speech Recognition
Akriti Dhasmana, Aarohi Srivastava, David Chiang
Low-resource automatic speech recognition (ASR) commonly relies on cross-lingual transfer, where models are adapted from higher-resource donor languages. However, selecting donors…
cs.CL2026
Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties
Akriti Dhasmana, Aarohi Srivastava, David Chiang
We conduct an empirical study of cross-lingual transfer using spontaneous, noisy, and code-mixed speech across a wide range of Indic dialects and language varieties. Our results in…