Sentence level emotion recognition based on decisions from subsentence segments

@article{Jeon2011SentenceLE,
  title={Sentence level emotion recognition based on decisions from subsentence segments},
  author={Je Hun Jeon and Rui Xia and Yang Liu},
  journal={2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2011},
  pages={4940-4943}
}
Emotion recognition from speech plays an important role in developing affective and intelligent systems. This study investigates sentence-level emotion recognition. We propose to use a two-step approach to leverage information from subsentence segments for sentence level decision. First we use a segment level emotion classifier to generate predictions for segments within a sentence. A second component combines the predictions from these segments to obtain a sentence level decision. We evaluate… CONTINUE READING
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