AI RESEARCH
Transcribing Children's Speech: ASR Performance and Obtaining Reliable Orthographic Transcriptions
arXiv CS.AI
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ArXi:2605.28833v1 Announce Type: cross Automatic speech recognition (ASR) has the potential to substantially reduce manual annotation effort in child speech research by generating automatic transcriptions. However, obtaining reliably high-quality ASR transcriptions for child speech remains challenging in low-resource languages due to limited child-specific pre-trained models and highly diverse noise conditions.