基于智能手机的远程语音采集：重度抑郁症患者的接受度与障碍
人机交互
2021-08-31 v2
摘要
使用智能手机在真实环境中轻松录制语音，引发了将语音、远程测量技术（RMT）与高级分析相结合作为研究与医疗工具的浓厚兴趣。要实现这一点，除分析层面的可行性外，还必须确立用户对远程语音采集的接受度。为理解基于智能手机的语音录制的接受度、促进因素与障碍，我们邀请了来自西班牙和英国 Remote Assessment of Disease and Relapse - Central Nervous System（RADAR-CNS）研究项目的 384 名重度抑郁症（MDD）患者，完成一项关于其语音录制体验的调查。本分析中，我们表明研究参与者对完成脚本语音任务比自由语音任务更舒适。对两项语音任务，我们发现抑郁严重程度与国家是舒适度的显著预测因素。未看到语音任务安排的智能手机通知、情绪低落与健忘是提供语音录制最常报告的障碍。
引用
@article{arxiv.2104.08600,
title = {Remote smartphone-based speech collection: acceptance and barriers in individuals with major depressive disorder},
author = {Judith Dineley and Grace Lavelle and Daniel Leightley and Faith Matcham and Sara Siddi and Maria Teresa Peñarrubia-María and Katie M. White and Alina Ivan and Carolin Oetzmann and Sara Simblett and Erin Dawe-Lane and Stuart Bruce and Daniel Stahl and Yatharth Ranjan and Zulqarnain Rashid and Pauline Conde and Amos A. Folarin and Josep Maria Haro and Til Wykes and Richard J. B. Dobson and Vaibhav A. Narayan and Matthew Hotopf and Björn W. Schuller and Nicholas Cummins and The RADAR-CNS Consortium},
journal= {arXiv preprint arXiv:2104.08600},
year = {2021}
}
备注
Accepted to Interspeech 2021. Formatting changes + minor language edits