Acoustic Modeling for Emotion Recognition (SpringerBriefs in Electrical and Computer Engineering)
暫譯: 情感識別的聲學建模(電機與計算機工程系列簡報)

Koteswara Rao Anne

  • 出版商: Springer
  • 出版日期: 2015-03-30
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 76
  • 裝訂: Paperback
  • ISBN: 3319155296
  • ISBN-13: 9783319155296
  • 海外代購書籍(需單獨結帳)

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商品描述

 This book presents state of art research in speech emotion recognition. Readers are first presented with basic research and applications – gradually more advance information is provided, giving readers comprehensive guidance for classify emotions through speech. Simulated databases are used and results extensively compared, with the features and the algorithms implemented using MATLAB. Various emotion recognition models like Linear Discriminant Analysis (LDA), Regularized Discriminant Analysis (RDA), Support Vector Machines (SVM) and K-Nearest neighbor (KNN) and are explored in detail using prosody and spectral features, and feature fusion techniques.

商品描述(中文翻譯)

本書介紹了語音情感識別的最新研究成果。讀者首先接觸基本的研究和應用,隨後逐漸提供更進階的信息,為讀者提供全面的指導,以通過語音來分類情感。使用了模擬數據庫,並廣泛比較了結果,特徵和算法則使用 MATLAB 實現。詳細探討了各種情感識別模型,如線性判別分析 (Linear Discriminant Analysis, LDA)、正則化判別分析 (Regularized Discriminant Analysis, RDA)、支持向量機 (Support Vector Machines, SVM) 和 K 最近鄰 (K-Nearest Neighbor, KNN),並利用韻律和頻譜特徵以及特徵融合技術進行深入分析。