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vctrans_10m

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vctrans_10m
File size: 1,005 Bytes
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{
  "model": "whisper-small-mMiniLM",
  "pretrained": "checkpoints/epoch_10.pt",
  "n_clips": 505,
  "languages": {
    "de": 234,
    "en": 250,
    "fr": 13,
    "ko": 6,
    "zh": 2
  },
  "retrieval": {
    "audio2text": {
      "R@1": 0.996039603960396,
      "R@5": 0.998019801980198,
      "R@10": 1.0,
      "median_rank": 1.0
    },
    "text2audio": {
      "R@1": 0.998019801980198,
      "R@5": 1.0,
      "R@10": 1.0,
      "median_rank": 1.0
    }
  },
  "corruption": {
    "rho_pooled": -0.6782820096359772,
    "mean_score_by_level": {
      "0.00": 0.19789254665374756,
      "0.10": -0.18362891674041748,
      "0.20": -0.3062414526939392,
      "0.30": -0.35836637020111084,
      "0.50": -0.4130464196205139,
      "0.70": -0.4227239787578583,
      "1.00": -0.4303901493549347
    },
    "monotonic_decreasing": true,
    "rho_by_language": {
      "de": -0.7027081924155881,
      "en": -0.66904175147719,
      "fr": -0.6938206720815417,
      "ko": -0.5705372336115389
    }
  }
}