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vctrans_1n

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vctrans_1n
File size: 1,052 Bytes
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{
  "model": "whisper-small-mMiniLM",
  "pretrained": "checkpoints/epoch_4.pt",
  "n_clips": 505,
  "languages": {
    "de": 234,
    "en": 250,
    "fr": 13,
    "ko": 6,
    "zh": 2
  },
  "retrieval": {
    "audio2text": {
      "R@1": 0.9524752475247524,
      "R@5": 0.9881188118811881,
      "R@10": 0.9900990099009901,
      "median_rank": 1.0
    },
    "text2audio": {
      "R@1": 0.9564356435643564,
      "R@5": 0.9900990099009901,
      "R@10": 0.996039603960396,
      "median_rank": 1.0
    }
  },
  "corruption": {
    "rho_pooled": -0.6884801091406761,
    "mean_score_by_level": {
      "0.00": 0.4826979637145996,
      "0.10": 0.11864737421274185,
      "0.20": -0.07817763835191727,
      "0.30": -0.17562028765678406,
      "0.50": -0.2594534456729889,
      "0.70": -0.29191702604293823,
      "1.00": -0.30531349778175354
    },
    "monotonic_decreasing": true,
    "rho_by_language": {
      "de": -0.720351168867648,
      "en": -0.675328558987751,
      "fr": -0.7052078356426182,
      "ko": -0.5113848148448262
    }
  }
}