MTL for dual-output L2 ASR degrades surface transcription due to encoder-level representational entanglement, with stronger effects in English linked to surface-meaning divergence.
Pronunciation change in conversational speech and its implications for automatic speech recognition
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Multi-task Learning is Not Enough: Representational Entanglement in Dual-output Second Language Speech Recognition
MTL for dual-output L2 ASR degrades surface transcription due to encoder-level representational entanglement, with stronger effects in English linked to surface-meaning divergence.