Detecting Emotion in Speech: Experiments in Three Domains

Detecting Emotion in Speech: Experiments in Three Domains
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检测言语中的情绪:三个领域的实验

DOI:
10.3115/1225797.1225803
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发表时间:
2006
期刊:
--
影响因子:
--
通讯作者:
J. Liscombe
J. Liscombe
中科院分区:
--
文献类型:
--
作者:
J. Liscombe

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我提出的论文工作的目标是帮助回答两个基本问题:(1)情感如何在言语中传达?以及(2)情感建模是否改善了口语对话应用?在本文中,我描述了特征提取和情感分类实验,我已经进行和计划进行三个不同的领域:EPSaT,HMIHY和ITSpoke。此外,我计划在ITSpoke中实现情感建模功能,并评估这样做的有效性。
The goal of my proposed dissertation work is to help answer two fundamental questions: (1) How is emotion communicated in speech? and (2) Does emotion modeling improve spoken dialogue applications? In this paper I describe feature extraction and emotion classification experiments I have conducted and plan to conduct on three different domains: EPSaT, HMIHY, and ITSpoke. In addition, I plan to implement emotion modeling capabilities into ITSpoke and evaluate the effectiveness of doing so.
DOI: 10.7916/d87p97t5
发表时间: 2003
期刊: --
影响因子: --
作者:
M. Beckman;Julia Hirschberg;S. Shattuck-Hufnagel
通讯作者: M. Beckman;Julia Hirschberg;S. Shattuck-Hufnagel