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可解释的航空驾驶舱语音情绪识别模型:面向航空情感人机交互

An explainable cockpit speech emotion recognition model towards affective human-AI interaction in aviation
Cho Yin Yiu、Wen‐Chin Li、Graham R. Braithwaite · Advanced Engineering Informatics · 2026-11-03

研究信息

期刊 / 来源
Advanced Engineering Informatics
发表日期
2026-11-03
文献库
OpenAlex
作者
Cho Yin Yiu, Wen‐Chin Li, Graham R. Braithwaite
DOI
10.1016/j.aei.2026.105434
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英文原文摘要全文

Aeronautical decision-making by pilots and air traffic controllers (ATCOs) is often complex and requires integrating multiple pieces of information from the environment. It necessitates emotional regulation to make the appropriate aeronautical decision based on the information perceived from the scenario. Hence, recognising the emotions of pilots and ATCOs is a prerequisite to designing appropriate support for emotion-aware flight operations. Nevertheless, generic speech emotion recognition models might face challenges in recognising emotions from aviation communications with a specific phrase

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