{
  "preset_version": "manual-poc-v1",
  "description": "Measured JRich manual-POC profile; calibrate every new Wake Phrase independently.",
  "pipeline_config": {
    "threshold": "auto",
    "n_samples": 10000,
    "n_samples_val": 2000,
    "n_background_samples": 1000,
    "n_background_samples_val": 200,
    "tts_batch_size": 10,
    "noise_scales": [0.98],
    "noise_scale_ws": [0.98],
    "length_scales": [0.75, 1.0, 1.25],
    "slerp_weights": [0.2, 0.35, 0.5, 0.65, 0.8],
    "augmentation": {
      "clip_duration": 2.0,
      "batch_size": 16,
      "rounds": 3,
      "background_paths": ["/inputs/backgrounds"],
      "rir_paths": ["/inputs/rirs"]
    },
    "model": {
      "model_type": "conv_attention",
      "model_size": "medium"
    },
    "steps": 50000,
    "learning_rate": 0.0001,
    "weight_decay": 0.01,
    "label_smoothing": 0.05,
    "max_negative_weight": 1500,
    "target_fp_per_hour": 0.2,
    "batch_n_per_class": {
      "positive": 50,
      "adversarial_negative": 50,
      "ACAV100M_sample": 1024,
      "background_noise": 50
    }
  }
}