{
  "trainer_test": {
    "test_loss": 0.5511467456817627,
    "test_wer": 0.34776840202900167,
    "test_cer": 0.18876529976505252,
    "test_runtime": 1854.5701,
    "test_samples_per_second": 1.1,
    "test_steps_per_second": 0.275,
    "epoch": 3.613048978854148
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  "reference_style_overall": {
    "wer": 0.371121275806651,
    "cer": 0.17606607826695828,
    "utterance_avg_wer": 0.3521848911073324,
    "utterance_avg_cer": 0.15366339107087282
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  "reference_style_per_language": [
    {
      "language": "eng",
      "n": 1013,
      "wer": 0.26421753429052697,
      "cer": 0.1609002325237773,
      "utterance_avg_wer": 0.24615732101458704,
      "utterance_avg_cer": 0.1519399161596408
    },
    {
      "language": "lug",
      "n": 1027,
      "wer": 0.5429695055122171,
      "cer": 0.19504149922645053,
      "utterance_avg_wer": 0.4567670999719392,
      "utterance_avg_cer": 0.15536337167951744
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  ],
  "reference_style_per_severity_lug": [
    {
      "severity_speech_impairment": "Mild (easily understood with minimal effort)",
      "n": 365,
      "wer": 0.4899352983465133,
      "cer": 0.16129902357447268,
      "utterance_avg_wer": 0.39321992638128483,
      "utterance_avg_cer": 0.11936053558848729
    },
    {
      "severity_speech_impairment": "Moderate (requires effort to understand)",
      "n": 347,
      "wer": 0.4974179269642198,
      "cer": 0.15035889686437476,
      "utterance_avg_wer": 0.45218892375959957,
      "utterance_avg_cer": 0.13221225352708516
    },
    {
      "severity_speech_impairment": "Severe (frequent breakdowns)",
      "n": 315,
      "wer": 0.6627624309392265,
      "cer": 0.29653294228553473,
      "utterance_avg_wer": 0.5354443872934337,
      "utterance_avg_cer": 0.22258392143227942
    }
  ],
  "old_luganda_test": {
    "n": 1028,
    "wer": 0.6604492579221821,
    "cer": 0.2353163136624068,
    "utterance_avg_wer": 0.6130353642389026,
    "utterance_avg_cer": 0.20360531726376055,
    "note": "Uncleaned HF Luganda test split with the same <=30s and high-confidence filters."
  },
  "decode_kwargs": {
    "max_length": 448,
    "num_beams": 1,
    "do_sample": false,
    "repetition_penalty": 1.3,
    "no_repeat_ngram_size": 2
  }
}