Concepedia

Speech emotion recognition

Björn W. Schuller

Communications of the ACM · 2018 · 520 citations · 33 references

Open access

Concepts

ComputingComputer ScienceLinguisticsArtificial IntelligenceMachine LearningNatural Language ProcessingEmotion ProcessingEmotion RecognitionEmotional ExpressionPattern RecognitionSpeech AcousticsSpeech RecognitionEmotion Recognition From SpeechSpeech Signal AnalysisSpeech Signal Processing

Abstract

Tracing 20 years of progress in making machines hear our emotions based on speech signal properties.

References

33

Development and validation of brief measures of positive and negative affect: The PANAS scales.

David Watson, Lee Anna Clark, Auke Tellegen · Journal of Personality and Social Psychology · 1988 · 32.1K citations

Social Sciences, Behavioral Sciences, Psychology +16

Development and validation of brief measures of positive and negative affect: The PANAS scales.

David Watson, Auke Tellegen · Journal of Personality and Social Psychology · 1988 · 31.7K citations

Social Sciences, Behavioral Sciences, Psychology +16

Survey on speech emotion recognition: Features, classification schemes, and databases

Moataz El Ayadi, Mohamed S. Kamel, Fakhri Karray · Pattern Recognition · 2010 · 2K citations

Computing, Linguistics, Feature Engineering +13

Emotional speech recognition: Resources, features, and methods

Dimitrios Ververidis, Constantine Kotropoulos · Speech Communication · 2006 · 909 citations

Education, Linguistics, Natural Language Processing +10

Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network

George Trigeorgis, Fabien Ringeval, Raymond Brueckner et al. · 2016 · 862 citations

Computing, Computer Science, Feature Engineering +16