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Models/w2v2-mtl-chain

w2v2-mtl-chain

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio6 results

  • Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.7237
    SOTA
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.6854
    best: 0.7237
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.6017
    best: 0.7237
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.7237
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.6854
    best: 0.7237
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.6017
    best: 0.7237
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027

Speech4 results

  • Cultural Vocal Bursts Intensity PredictiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.6017
    SOTA
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Speech Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.7237
    SOTA
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Speech Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.6854
    best: 0.7237
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027
  • Speech Emotion RecognitiononHUME-VB
    Concordance correlation coefficient (CCC)· 2023-03-14
    0.6017
    best: 0.7237
    A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionarXiv:2303.08027