diff --git a/clmr_magnatagatune.py b/clmr_magnatagatune.py
index 428af7d..8a0c671 100644
--- a/clmr_magnatagatune.py
+++ b/clmr_magnatagatune.py
@@ -72,12 +72,6 @@ class ClmrMagnatagatune(NNOperator):
         self.model.to(self.device)
 
     def __call__(self, data: List[AudioFrame]) -> numpy.ndarray:
-        audio_tensors = self.preprocess(data).to(self.device)
-        features = self.model(audio_tensors)
-        outs = features.to("cpu")
-        return outs.detach().numpy()
-
-    def preprocess(self, data: List[AudioFrame]) -> numpy.ndarray:
         _sr = 22050
         audio_length = 59049