diff --git a/src/python_run/piper/voice.py b/src/python_run/piper/voice.py
index 02a2ddd..1edda09 100644
--- a/src/python_run/piper/voice.py
+++ b/src/python_run/piper/voice.py
@@ -41,7 +41,7 @@ class PiperVoice:
                 sess_options=onnxruntime.SessionOptions(),
                 providers=["CPUExecutionProvider"]
                 if not use_cuda
-                else ["CUDAExecutionProvider"],
+                else [("CUDAExecutionProvider", {"cudnn_conv_algo_search": "HEURISTIC"})],
             ),
         )