diff --git a/scraibe/audio.py b/scraibe/audio.py
index 7fbc6fb..4e5dd0f 100644
--- a/scraibe/audio.py
+++ b/scraibe/audio.py
@@ -41,26 +41,20 @@ class AudioProcessor:
             The sample rate of the audio.
     """
 
-    def __init__(self, waveform: torch.Tensor, sr: int = SAMPLE_RATE,
-                 *args, **kwargs) -> None:
+    def __init__(self, waveform: torch.Tensor,
+                 sr: int = SAMPLE_RATE) -> None:
         """
         Initialize the AudioProcessor object.
 
         Args:
             waveform (torch.Tensor): The audio waveform tensor.
             sr (int, optional): The sample rate of the audio. Defaults to SAMPLE_RATE.
-            args: Additional arguments.
-            kwargs: Additional keyword arguments, e.g., device to use for processing. 
-            If CUDA is available, it defaults to CUDA.
 
         Raises:
             ValueError: If the provided sample rate is not of type int.
         """
 
-        device = kwargs.get(
-            "device", "cuda" if torch.cuda.is_available() else "cpu")
-
-        self.waveform = waveform.to(device)
+        self.waveform = waveform
         self.sr = sr
 
         if not isinstance(self.sr, int):
@@ -147,6 +141,6 @@ class AudioProcessor:
             np.float32) / NORMALIZATION_FACTOR
 
         return out, sr
-
+    
     def __repr__(self) -> str:
         return f'TorchAudioProcessor(waveform={len(self.waveform)}, sr={int(self.sr)})'