{
  "model_name": "TruthShield VoiceGen",
  "model_type": "vits",
  "multilingual": true,
  "supported_languages": [
    "bhojpuri",
    "bengali",
    "english",
    "gujarati",
    "hindi",
    "chhattisgarhi",
    "kannada",
    "magahi",
    "maithili",
    "marathi",
    "telugu"
  ],
  "speaker_embedding_model": "ECAPA-TDNN",
  "vocoder": "HiFiGAN",
  "sampling_rate": 22050,
  "description": "Configuration reference for the TruthShield VoiceGen multilingual, multi-speaker TTS system. Fine-tuned weights are stored externally for evaluation as required by the Voice Tech For All Challenge.",
  "architecture": {
    "text_encoder": "VITS Text Encoder",
    "duration_predictor": "VITS Duration Module",
    "decoder": "Flow-based VITS Decoder",
    "prosody_features": ["pitch", "energy"],
    "speaker_embedding_dim": 192
  },
  "safety_layer": {
    "enabled": true,
    "similarity_model": "ECAPA-TDNN",
    "outputs": ["similarity_score", "safety_verified"]
  },
  "api_spec_compliance": {
    "endpoint": "GET /Get_Inference",
    "mandatory_params": ["text", "lang", "speaker_wav"]
  }
}