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文章基本信息

  • 标题:Impact of Semantic Coding of Emotional Speech on Speech Coding Performance
  • 作者:Firos A ; Utpal Bhattacharjee
  • 期刊名称:International Journal of Computer Trends and Technology
  • 电子版ISSN:2231-2803
  • 出版年度:2018
  • 卷号:57
  • 期号:1
  • 页码:6-10
  • DOI:10.14445/22312803/IJCTT-V57P102
  • 出版社:Seventh Sense Research Group
  • 摘要:This paper presents a technique for solving the real time computational difficulty of speech coding standards in semantic level by preserving its prosodic features. LPC analysis will be done to identify the feature of the input speech. The proposal takes the GMM model to identify the semantic features and prosody of the input speech.. ANN will be utilized to identify the best features for encoding. Using such semantic based coding will highly reduce the computational overhead in speech coders.
  • 关键词:Speech coding; G.723.1; iLBC; fuzzy clustering; Windowing; ANN.
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