Tales of tuning - prototyping for automatic classification of emotional user states

@inproceedings{Batliner2005TalesOT,
  title={Tales of tuning - prototyping for automatic classification of emotional user states},
  author={Anton Batliner and Stefan Steidl and Christian Hacker and Elmar N{\"o}th and Heinrich Niemann},
  booktitle={INTERSPEECH},
  year={2005}
}
Classification performance for emotional user states found in the few realistic, spontaneous databases available is as yet not very high. We present a database with emotional children’s speech in a human-robot scenario. Baseline classification performance for seven classes is 44.5%, for four classes 59.2%. We discuss possible strategies for tuning, e.g., using only prototypes (based on annotation correspondence or classification scores), or taking into account requirements and feasibility in… CONTINUE READING

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