针对口吃语音研究与用户需求脱节问题，提出系统性改进方案
Aligning Stuttered-Speech Research with End-User Needs: Scoping Review, Survey, and Guidelines
- 通过文献综述与70位利益相关者调研，梳理研究现状
- 发现现有技术评估与实际用户需求存在显著偏差
- 提出面向口吃群体的科研指南，推动技术落地
不典型言语在语音技术研究中日益受到关注，但相关工作缺乏跨学科对话。针对口吃语音，当前语音识别系统在实际应用中表现不佳，且研究评估方法与优先方向未系统基于终端用户的真实体验与需求。本文通过两项研究：1）对口吃语音相关论文的系统性文献综述；2）对70名利益相关者的调查（包括口吃成人及语言治疗师），分析现存差距。基于双重视角，我们构建了口吃语音研究分类体系，揭示当前研究方向与用户需求之间的偏离，并最终提出具体指南与未来研究方向，以更好回应口吃人群的真实需求。
原文摘要 · Abstract (English)
Atypical speech is receiving greater attention in speech technology research, but much of this work unfolds with limited interdisciplinary dialogue. For stuttered speech in particular, it is widely recognised that current speech recognition systems fall short in practice, and current evaluation methods and research priorities are not systematically grounded in end-user experiences and needs. In this work, we analyse these gaps through 1) a scoping review of papers that deal with stuttered speech and 2) a survey of 70 stakeholders, including adults who stutter and speech-language pathologists. By analysing these two perspectives, we propose a taxonomy of stuttered-speech research, identify where current research directions diverge from the needs articulated by stakeholders, and conclude by outlining concrete guidelines and directions towards addressing the real needs of the stuttering community.
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