Upload predict.py

predict.py

@@ -0,0 +1,24 @@
+# -*- coding: utf-8 -*-
+"""
+Created on Mon Jun 30 17:02:31 2025
+
+@author: User
+"""
+
+# predict.py
+import joblib
+import numpy as np
+
+# Cargar modelo y scaler
+scaler = joblib.load("scaler.joblib")
+model  = joblib.load("svm_mfcc_model.joblib")
+
+def predict_species(mfcc_features: np.ndarray) -> str:
+    """
+    Predicts the species given MFCC features (shape: [n_mfcc, n_frames]).
+    """
+    # Flatten or average across time if needed
+    features = mfcc_features.mean(axis=1)  # shape (n_mfcc,)
+    features = scaler.transform([features])
+    prediction = model.predict(features)
+    return prediction[0]