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MSP-Improv dataset and benchmarks · SOTA2 Research

Research Datasets

MSP-Improv

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Speech Emotion Recognition

MSP-IMPROV (test)

57.85Unweighted Accuracy (Audio)

7

Speech Emotion Recognition

MSP-IMPROV (6-fold session-independent cross-validation)

58.55Weighted Accuracy

7

Emotional Attribute Prediction

MSP-IMPROV Visual

0.422Arousal

6

Emotional Attribute Prediction

MSP-IMPROV Acoustic

0.853Arousal

6

Emotional Attribute Prediction

MSP-IMPROV Audio-Visual

0.856Arousal

6

Categorical Emotion Recognition

MSP-Improv

66.12UAR

6

Emotion attribute prediction

MSP-IMPROV

57CCC (Valence)

5

Popular tasks

Emotional Attribute Prediction Speech Emotion Recognition Categorical Emotion Recognition Emotion attribute prediction

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