Deep neural networks for acoustic emotion recognition: Raising the benchmarks

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 5688-5691

  Stuhlsatz, André ^a   Meyer, Christine ^a   Eyben, Florian ^b   Zielke, Thomas ^a   Meier, Günter ^a   Schuller, Björn ^b  

^a UNIVERSITY OF APPLIED SCIENCES   (Germany)

^b TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

Affective Computing; Deep Neural Networks; Emotion Recognition; Generalized Discriminant Analysis

Indexed keywords

ACOUSTIC EMOTION RECOGNITION; ACOUSTIC FEATURES; AFFECTIVE COMPUTING; DEEP NEURAL NETWORKS; DISCRIMINATIVE FEATURES; EMOTION RECOGNITION; EMOTIONAL SPEECH; FAST CLASSIFICATION; FREE PARAMETERS; GENERALIZED DISCRIMINANT ANALYSIS; HIDDEN INFORMATION; HIDDEN LAYERS; LINEAR CLASSIFICATION; WEIGHTED AVERAGES;

DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; PSYCHOLOGY COMPUTING; SIGNAL PROCESSING; SPEECH COMMUNICATION; SPEECH RECOGNITION; SUPPORT VECTOR MACHINES;

MULTILAYER NEURAL NETWORKS;

EID: 80051631315     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947651     Document Type: Conference Paper

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