A Study on Emotional Feature Analysis and Recognition in Speech

ZHAO Li; JIANG Chun-hui; ZOU Cai-rong; WU Zhen-yang

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A Study on Emotional Feature Analysis and Recognition in Speech

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- A Study on Emotional Feature Analysis and Recognition in Speech
- Acta Electronica Sinica Vol. 32, Issue 4, Pages: 606-609(2004)
- 作者机构：
  
  1. 东南大学无线电工程系,江苏,南京,210096
  2. 东南大学学习科学研究中心,江苏,南京,210096
  3. 东南大学无线电工程系江苏南京,210096
  4. 东南大学学习科学研究中心江苏南京,210096
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP391.42
- Published：2004
- 稿件说明：
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ZHAO Li, JIANG Chun-hui, ZOU Cai-rong, et al. A Study on Emotional Feature Analysis and Recognition in Speech[J]. Acta Electronica Sinica, 2004, 32(4): 606-609.
DOI：

ZHAO Li, JIANG Chun-hui, ZOU Cai-rong, et al. A Study on Emotional Feature Analysis and Recognition in Speech[J]. Acta Electronica Sinica, 2004, 32(4): 606-609. DOI：

摘要

提出了一种利用全局和时序结构的组合特征以及MMD进行情感特征识别的方法.对于从10名话者中搜集的带有欢快

愤怒

惊奇和悲伤4种情感的1000句语句

利用提出的新的识别方法获得了94%的平均情感识别率.

Abstract

This paper presents a new emotion recognition method based on the hybrid feature and MMD.The hybrid feature was composed of global and time sequence.Experiments were conducted on a task of 10 speakers' 1000 sentences including happy

angry

surprising and sorrowful emotions to demonstrate has effectiveness of the new method.The average emotion recognition rate was reached as higher as 94%.

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