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Models/AST (Patch-Mix CL)

AST (Patch-Mix CL)

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Audio3 results

  • Audio ClassificationonICBHI Respiratory Sound Database
    ICBHI Score· uses extra data· 2023-05-23
    62.37
    best: 65.53 (ADD)
    SOTA
    Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationarXiv:2305.14032
  • Audio ClassificationonICBHI Respiratory Sound Database
    Sensitivity· uses extra data· 2023-05-23
    43.07
    best: 48.21 (BEATs (CE))
    SOTA
    Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationarXiv:2305.14032
  • Audio ClassificationonICBHI Respiratory Sound Database
    Specificity· uses extra data· 2023-05-23
    81.66
    best: 85.13 (ADD)
    SOTA
    Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationarXiv:2305.14032

Methodology3 results

  • ClassificationonICBHI Respiratory Sound Database
    ICBHI Score· uses extra data· 2023-05-23
    62.37
    best: 65.53 (ADD)
    SOTA
    Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationarXiv:2305.14032
  • ClassificationonICBHI Respiratory Sound Database
    Sensitivity· uses extra data· 2023-05-23
    43.07
    best: 48.21 (BEATs (CE))
    SOTA
    Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationarXiv:2305.14032
  • ClassificationonICBHI Respiratory Sound Database
    Specificity· uses extra data· 2023-05-23
    81.66
    best: 85.13 (ADD)
    SOTA
    Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationarXiv:2305.14032