Responsible development of clinical speech AI: Bridging the gap between clinical research and technology
Visar Berisha,
Julie M. Liss
Abstract:This perspective article explores the challenges and potential of using speech as a biomarker in clinical settings, particularly when constrained by the small clinical datasets typically available in such contexts. We contend that by integrating insights from speech science and clinical research, we can reduce sample complexity in clinical speech AI models with the potential to decrease timelines to translation. Most existing models are based on high-dimensional feature representations trained with limited sam… Show more
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