arXiv:2412.07388cs.CLcs.AI2024-12中稿 · publication at Med…综述被引 7

梳理语音助老AI在实际使用中的挑战,助力更适老化设计

A Review of Challenges in Speech-based Conversational AI for Elderly Care

  • 分析老年人使用语音助手的实际体验与技术障碍
  • 指出当前系统在理解老人口音和语速上表现不佳
  • 适合关注老龄化科技、人机交互的开发者与研究者

面向语音对话的人工智能系统正快速兴起。这类模型在医疗健康领域具有重要意义,语音控制助手可辅助老年人并实现远程健康监测。然而,其实际效能瓶颈在于设备在真实场景中的表现以及老年人的真实体验,相关研究仍十分匮乏。本文综述老年人使用语音控制AI的情况,重点揭示用户层面与技术层面存在的多重问题,强调在实现有效老年照护语音智能系统前,必须充分考虑这些挑战。

原文摘要 · Abstract (English)

Artificially intelligent systems optimized for speech conversation are appearing at a fast pace. Such models are interesting from a healthcare perspective, as these voice-controlled assistants may support the elderly and enable remote health monitoring. The bottleneck for efficacy, however, is how well these devices work in practice and how the elderly experience them, but research on this topic is scant. We review elderly use of voice-controlled AI and highlight various user- and technology-centered issues, that need to be considered before effective speech-controlled AI for elderly care can be realized.

语音助手老年照护人机交互

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