SpeechMedAssist adapts SpeechLMs for medical consultations via two-stage training (text knowledge injection then limited speech re-alignment) using 10k synthesized samples and outperforms baselines in effectiveness and robustness.
arXiv preprint arXiv:2412.01078 , year=
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Voice cloning applies systematic style transfer rather than faithful replication, producing voices rated higher on authority and trust with reduced variance in accent and rate.
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SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation
SpeechMedAssist adapts SpeechLMs for medical consultations via two-stage training (text knowledge injection then limited speech re-alignment) using 10k synthesized samples and outperforms baselines in effectiveness and robustness.
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Voice "Cloning" is Style Transfer
Voice cloning applies systematic style transfer rather than faithful replication, producing voices rated higher on authority and trust with reduced variance in accent and rate.