your_config.json

{
  "wake_word": "almeja",
  "max_audio_length": 1700,
  "min_audio_length": 200,
  "test_percentage": 0.1,
  "positive_negative_fixed_proportion": 1.7,
  "positive_generated_max_proportion_base_positive": 0.9,
  "positive_generated_min_clip_duration": 810,
  "positive_to_negative_out_words_proportion": 0.8,
  "positive_volume_variations": [50, 80, 100, 130],
  "positive_noise_variations": 2,
  "negative_random_variations": 2,
  "first_part_of_positive_clips_to_negative": 35,
  "last_part_of_positive_clips_to_negative": 35,
  "part_of_positive_clips_to_negative_proportion": 0.7,
  "volume_normalization": false,
  "volume_randomize": true,
  "volume_randomize_limits": [-8, 8],
  "add_noise_in_positive_clips": true,
  "noise_in_positive_clips_ends": [5, 25],
  "add_noise_in_negative_clips": true,
  "noise_in_negative_clips_ends": [5, 25],
  "vanilla_noise_in_negative_dataset_proportion": 0.05,
  "base_model": "abhiramk6/distilhubert-ft-keyword-spotting-finetuned-ks-ob",
  "processor_path": "facebook/hubert-large-ls960-ft",
  "base_model_type": "hubert",
  "model_train_options": {
    "evaluation_strategy": "epoch",
    "save_strategy": "epoch",
    "per_device_train_batch_size": 4,
    "per_device_eval_batch_size": 4,
    "num_train_epochs": 6
  }
}