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Scaling End-to-End Models for Large-Scale Multilingual ASR

Scaling End-to-End Models for Large-Scale Multilingual ASR

Building ASR models across many languages is a challenging multi-task learning problem due to large variations and heavily unbalanced data. Existing work has shown positive transfer from high resource to low resource languages. However, degradations on high resource languages are commonly observed due to interference from the heterogeneous multilingual data …