Merge pull request #97 from smly/gpu-vad-filter

GPU acceleration when using VAD filters

whisperx/transcribe.py

@@ -645,9 +645,12 @@ def cli():
         if hf_token is None:
             print("Warning, no huggingface token used, needs to be saved in environment variable, otherwise will throw error loading VAD model...")
         from pyannote.audio import Inference
-        vad_pipeline = Inference("pyannote/segmentation",
+        vad_pipeline = Inference(
+            "pyannote/segmentation",
             pre_aggregation_hook=lambda segmentation: segmentation,
-                            use_auth_token=hf_token)
+            use_auth_token=hf_token,
+            device=torch.device(device),
+        )
 
     diarize_pipeline = None
     if diarize: