A study on the combination of emotion keywords to improve the negative emotion recognition accuracy

机译：情绪关键词组合提高负面情绪识别准确度的研究

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

The speech emotion recognition is one of the important research topics on the investigation of human emotion. Most of the speech emotion recognition researches used only the speech signal as the input. The recognition rate in this case is generally no high enough for practical applications. In this paper, we proposed a method which fuses the results of the emotion keyword analysis and speech emotion recognition to improve the recognition rate for recognizing negative emotion in the speech. The results revealed that our proposed method can slightly improve the correct recognition of anger emotion but can drastically reduce the false categorization of happy emotion to to anger.

机译：语音情感识别是人类情感研究的重要研究课题之一。大多数语音情感识别研究仅使用语音信号作为输入。在这种情况下，识别率通常不足以用于实际应用。本文提出了一种融合情感关键词分析和语音情感识别的方法，以提高识别语音中负面情绪的识别率。结果表明，我们提出的方法可以稍微提高对愤怒情绪的正确识别，但可以大大减少快乐情绪对愤怒的错误分类。

著录项

来源
《2012 6th International Conference on New Trends in Information Science, Service Science and Data Mining》|2012年|499-503|共5页
会议地点 Taipei(CT)
作者
Wen-Yi Huang; Tsang-Long Pao;
展开▼
作者单位

Dept. of Computer Science and Engineering, Tatung University, Taipei, ROCc;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Speech emotion recognition; emotion keyword; ensemble classification;

机译：语音情感识别;情感关键词;整体分类;;

相似文献

外文文献
中文文献
专利

1. Brief emotion training improves recognition of facial emotions in chronic schizophrenia. A pilot study. [J] . Silver H, Goodman C, Knoll G, Psychiatry research . 2004,第2期

机译：简短的情绪训练可改善对慢性精神分裂症患者面部情绪的认识。初步研究。
2. Facial expression training improves emotion recognition and changes neural tuning in a patient with acquired emotion recognition deficits and prosopagnosia [J] . Joseph DeGutis, Sarah Cohan, David Alexander Kahn, Journal of vision . 2013,第9期

机译：面部表情培训改善了情感识别，并在具有获得的情感识别赤字和Prosopagnosia的患者中改变神经调整
3. Auditory-Induced Negative Emotions Increase Recognition Accuracy for Visual Scenes Under Conditions of High Visual Interference [J] . Oliver Baumann Frontiers in Psychology . 2018,第1期

机译：在强烈视觉干扰条件下，听觉诱发的负面情绪提高了视觉场景的识别精度
4. A study on the combination of emotion keywords to improve the negative emotion recognition accuracy [C] . Wen-Yi Huang, Tsang-Long Pao International Conference on New Trends in Information Science, Service Science and Data Mining . 2012

机译：关于情绪关键词组合提高负面情绪识别准确性的研究
5. An Augmentative System with Facial and Emotion Recognition for Improving the Skills of Children with Autism Spectrum Disorders [D] . Alharbi, Mohammed N. 2018

机译：具有面部和情绪识别的增强系统，可提高自闭症谱系障碍儿童的技能
6. Emotion Recognition from Realistic Dynamic Emotional Expressions Cohere with Established Emotion Recognition Tests: A Proof-of-Concept Validation of the Emotional Accuracy Test [O] . Jacob Israelashvili, Lisanne S. Pauw, Disa A. Sauter, 2021

机译：从现实的动态情感表达式凝聚的情感识别具有既定的情感识别试验：概念验证验证情绪精度试验
7. Auditory-Induced Negative Emotions Increase Recognition Accuracy for Visual Scenes Under Conditions of High Visual Interference [O] . Oliver Baumann 2018

机译：在高视觉干扰条件下，听觉引起的负面情绪会增加视觉场景的识别准确性
8. How Deep Neural Networks Can Improve Emotion Recognition on Video Data. [R] . Brady, K., Dagli, C., Khorrami, P., 2016

机译：深度神经网络如何改善视频数据的情感识别。

A study on the combination of emotion keywords to improve the negative emotion recognition accuracy

摘要

著录项

相似文献

相关主题

期刊订阅