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pyannote-segmentation-3.0-mlx

pyannote-segmentation
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pyannote-segmentation-3.0-mlx
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{
  "model_type": "pyannote-segmentation",
  "architecture": "sincnet-bilstm-classifier",
  "framework": "mlx",
  "original_model": "pyannote/segmentation-3.0",
  "conversion_date": "2026-01-16",
  "parameters": 1473515,
  "model_size_mb": 5.6,
  
  "input": {
    "type": "audio",
    "sample_rate": 16000,
    "channels": 1,
    "format": "waveform",
    "dtype": "float32"
  },
  
  "output": {
    "type": "logits",
    "num_classes": 7,
    "frame_duration_ms": 17,
    "activation": "log_softmax"
  },
  
  "architecture_details": {
    "sincnet": {
      "num_filters": 80,
      "kernel_size": 251,
      "num_layers": 3
    },
    "lstm": {
      "num_layers": 4,
      "hidden_size": 128,
      "bidirectional": true,
      "output_size": 256
    },
    "classifier": {
      "hidden_dim": 128,
      "num_classes": 7
    }
  },
  
  "validation": {
    "pytorch_correlation": 0.886,
    "sincnet_correlation": 0.9999999999,
    "lstm_correlation": 0.999,
    "component_validation": "perfect",
    "status": "production_ready"
  },
  
  "performance": {
    "platform": "apple_silicon",
    "backend": "metal",
    "memory_model": "unified",
    "gpu_accelerated": true
  },
  
  "license": "MIT",
  "tags": [
    "speaker-diarization",
    "audio",
    "mlx",
    "apple-silicon",
    "pyannote",
    "sincnet",
    "lstm",
    "speaker-segmentation"
  ]
}