LLM-based error correction improves zero-shot Whisper and fine-tuned WavLM child ASR transcriptions, but not fine-tuned Whisper, and conversational context as implemented degrades corrections.
Can LLMs Improvezero-shotChild ASR Results? Table 1 shows the LLM error correction results for the zero-shot Whisper ASR outputs
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Large Language Models based ASR Error Correction for Child Conversations
LLM-based error correction improves zero-shot Whisper and fine-tuned WavLM child ASR transcriptions, but not fine-tuned Whisper, and conversational context as implemented degrades corrections.