Merged bilingual CS-ASR models show only modest generalization to unseen language pairs, indicating limited transfer of code-switching capabilities.
arXiv preprint arXiv:2511.23098 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
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Age-specialized adapters for child ASR reduce overall WER from 12.6% to 12.3% and macro WER from 18.4% to 17.6% versus shared adapter baseline, with predicted-age routing nearly matching ground-truth.
citing papers explorer
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Towards Truly Multilingual ASR: Generalizing Code-Switching ASR to Unseen Language Pairs
Merged bilingual CS-ASR models show only modest generalization to unseen language pairs, indicating limited transfer of code-switching capabilities.
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Age-Aware Adapter Tuning for Children's Speech Recognition
Age-specialized adapters for child ASR reduce overall WER from 12.6% to 12.3% and macro WER from 18.4% to 17.6% versus shared adapter baseline, with predicted-age routing nearly matching ground-truth.