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We then automatically annotate the pitch accents of a small dataset using self-training, then apply it in our proposed joint model, achieving even further ASR performance boost

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Pitch Accent Detection improves Pretrained Automatic Speech Recognition

cs.CL · 2025-08-06 · conditional · novelty 5.0

Jointly training pitch accent detection with ASR on wav2vec2 reduces LibriSpeech WER from 6.0 to 4.3 in a one-hour fine-tuning setting.

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Pitch Accent Detection improves Pretrained Automatic Speech Recognition cs.CL · 2025-08-06 · conditional · none · ref 4
Jointly training pitch accent detection with ASR on wav2vec2 reduces LibriSpeech WER from 6.0 to 4.3 in a one-hour fine-tuning setting.

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