{
  "trainer_test": {
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    "test_cer": 0.12683188844935386,
    "test_runtime": 1344.2304,
    "test_samples_per_second": 1.518,
    "test_steps_per_second": 0.379,
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    "wer": 0.28512065990166696,
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  "reference_style_overall": {
    "wer": 0.3410804796637409,
    "cer": 0.16023962034179612,
    "utterance_avg_wer": 0.3189475550725116,
    "utterance_avg_cer": 0.13851965646586686
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  "reference_style_overall_corpus": {
    "wer": 0.3410804796637409,
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  "reference_style_overall_utterance_avg": {
    "wer": 0.3189475550725116,
    "cer": 0.13851965646586686
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  "reference_style_per_language": [
    {
      "language": "eng",
      "n": 1013,
      "wer": 0.24436512392716772,
      "cer": 0.14721321419406014,
      "utterance_avg_wer": 0.22532790099687414,
      "utterance_avg_cer": 0.13886085242721155
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    {
      "language": "lug",
      "n": 1027,
      "wer": 0.4965508348913674,
      "cer": 0.17653755217607053,
      "utterance_avg_wer": 0.4112909918579261,
      "utterance_avg_cer": 0.13818311166660482
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  ],
  "reference_style_per_severity_lug": [
    {
      "severity_speech_impairment": "Mild (easily understood with minimal effort)",
      "n": 365,
      "wer": 0.4485981308411215,
      "cer": 0.15233985165205663,
      "utterance_avg_wer": 0.3566426067511471,
      "utterance_avg_cer": 0.11296899355913631
    },
    {
      "severity_speech_impairment": "Moderate (requires effort to understand)",
      "n": 347,
      "wer": 0.45241608262633715,
      "cer": 0.1289565287784344,
      "utterance_avg_wer": 0.4098227847004097,
      "utterance_avg_cer": 0.11154220353941666
    },
    {
      "severity_speech_impairment": "Severe (frequent breakdowns)",
      "n": 315,
      "wer": 0.6083977900552486,
      "cer": 0.2694201026428796,
      "utterance_avg_wer": 0.47623108216787063,
      "utterance_avg_cer": 0.19674675683917717
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  ],
  "old_luganda_test": {
    "n": 1028,
    "wer": 0.6278914293354727,
    "cer": 0.21834629171755687,
    "utterance_avg_wer": 0.5785237813292773,
    "utterance_avg_cer": 0.18847034300324522,
    "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
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}