Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies

@inproceedings{Wllmer2008AbandoningEC,
  title={Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies},
  author={Martin W{\"o}llmer and Florian Eyben and Stephan Reiter and Bj{\"o}rn W. Schuller and Cate Cox and Ellen Douglas-Cowie and Roddy Cowie},
  booktitle={INTERSPEECH},
  year={2008}
}
Class based emotion recognition from speech, as performed in most works up to now, entails many restrictions for practical applications. Human emotion is a continuum and an automatic emotion recognition system must be able to recognise it as such. We present a novel approach for continuous emotion recognition based on Long Short-Term Memory Recurrent Neural Networks which include modelling of long-range dependencies between observations and thus outperform techniques like Support-Vector… CONTINUE READING
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