Towards automatic emotional state categorization from speech signals

@inproceedings{Shaukat2008TowardsAE,
  title={Towards automatic emotional state categorization from speech signals},
  author={Arslan Shaukat and K X Chen},
  booktitle={INTERSPEECH},
  year={2008}
}
This paper investigates the performance of automatic emotional state categorization from speech signals on the Serbian Emotional Speech Corpus, named GEES, against the corresponding human performance. We employ a multistage strategy along with sophisticated features used for automatic emotional state categorization. Our study is the first attempt to apply a machine learning technique to the GEES where the human performance was only available prior to our study. Our investigation indicates that… CONTINUE READING

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A Computational Model for the Automatic Recognition of Affect in Speech

  • R. Fernandez
  • Ph.D. Thesis, MIT Media Lab, .
  • 2004
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