File size: 1,055 Bytes
44bb089
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
{
  "model": "whisper-small-mMiniLM",
  "pretrained": "checkpoints/epoch_2.pt",
  "n_clips": 505,
  "languages": {
    "de": 234,
    "en": 250,
    "fr": 13,
    "ko": 6,
    "zh": 2
  },
  "retrieval": {
    "audio2text": {
      "R@1": 0.9683168316831683,
      "R@5": 0.9900990099009901,
      "R@10": 0.994059405940594,
      "median_rank": 1.0
    },
    "text2audio": {
      "R@1": 0.9801980198019802,
      "R@5": 0.9900990099009901,
      "R@10": 0.994059405940594,
      "median_rank": 1.0
    }
  },
  "corruption": {
    "rho_pooled": -0.6682737498373211,
    "mean_score_by_level": {
      "0.00": 0.3125114142894745,
      "0.10": -0.13565631210803986,
      "0.20": -0.28477808833122253,
      "0.30": -0.34559810161590576,
      "0.50": -0.40470001101493835,
      "0.70": -0.41474124789237976,
      "1.00": -0.4215584695339203
    },
    "monotonic_decreasing": true,
    "rho_by_language": {
      "de": -0.6897950021727761,
      "en": -0.6662599918749827,
      "fr": -0.4848702022615066,
      "ko": -0.40150717121789165
    }
  }
}