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README.md

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-license: mit
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+# Music Detection with WavLM
+
+Detects if audio contains music.  
+**EER: 2.5–3%** | Based on `microsoft/wavlm-base-plus`
+*the best threshold value* `0.2442`
+---
+## Quick Start 
+```
+git clone https://huggingface.co/MTUCI/MusicDetection
+cd MusicDetection
+pip install -r requirements.txt
+```
+## ▶ Usage
+
+```python
+from model import WavLMForMusicDetection
+from safetensors import safe_open
+
+model = WavLMForMusicDetection(batch_size=32, device='cuda')
+with safe_open('music_detection.safetensors', framework="pt") as f:
+    model.load_state_dict({k: f.get_tensor(k) for k in f.keys()})
+
+probs = model.predict_proba(['audio1.mp3', 'audio2.wav'])  # → tensor([0.88, 0.11])
+
+