Comparison of Classification Methods for Detecting Emotion from Mandarin Speech

Tsang-Long PAO; Yu-Te CHEN; Jun-Heng YEH

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Comparison of Classification Methods for Detecting Emotion from Mandarin Speech

机译：普通话语音识别方法的比较

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摘要

It is said that technology comes out from humanity. What is humanity? The very definition of humanity is emotion. Emotion is the basis for all human expression and the underlying theme behind everything that is done, said, thought or imagined. Making comp

机译：有人说技术来自人类。什么是人类？人性的真正定义是情感。情感是所有人类表达的基础，也是完成，表达，思考或想象的一切背后的基本主题。制作补偿

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来源
《IEICE Transactions on Information and Systems》 |2008年第4期|p.1074-1081|共8页
作者
Tsang-Long PAO; Yu-Te CHEN; Jun-Heng YEH;
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作者单位

TTU, Taipei, Taiwan;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类无线电电子学、电信技术;
关键词
mandarin speech; performance comparison;

机译：普通话;性能比较;

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专利

1. Temporal Pattern Classification using Kernel Methods for Speech Recognition and Speech Emotion Recognition [J] . C. Chandra Sekhar, S. Chandrakala Defence Science Journal . 2010,第4期

机译：语音识别和语音情感识别的内核方法时空模式分类
2. Comparison of Methods for Emotion Dimensions Estimation in Speech Using a Three-Layered Model [J] . Red ELBAROUGY, Amasato AKAGI 電子情報通信学会技術研究報告 . 2012,第81期

机译：三层模型的语音情感维度估计方法的比较
3. Comparison of Methods for Emotion Dimensions Estimation in Speech Using a Three-Layered Model [J] . Reda ELBAROUGY, Masato AKAGI 電子情報通信学会技術研究報告. 音声. Speech . 2012,第81期

机译：三层模型的语音情感维度估计方法的比较
4. Emotion Classification of Mandarin Speech Based on TEO Nonlinear Features [C] . Hui, Gao, Shanguang, . 2007

机译：基于两个非线性特征的普通话语音情感分类
5. Developing Classification Decision Tree Models to Detect Ddos Attacks Using Computationally Efficient Validation and Hyperparameters Tuning Methods [D] . Alawad, Wedad Mohammad. 2018

机译：开发分类决策树模型以使用计算有效的验证和超参数调整方法检测DDOS攻击
6. On the Speech Properties and Feature Extraction Methods in Speech Emotion Recognition [O] . Juraj Kacur, Boris Puterka, Jarmila Pavlovicova, 2021

机译：语音情感识别中的语音特性和特征提取方法
7. Comparison of Classification Methods for Detecting Emotion from Mandarin Speech [O] . T.-L. PAO, Y.-T. CHEN, J.-H. YEH 2008

机译：普通话语音检测情绪的分类方法比较

Comparison of Classification Methods for Detecting Emotion from Mandarin Speech

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