diff --git a/spleeter/audio/__init__.py b/spleeter/audio/__init__.py
index 250f7b3..f3b15e2 100644
--- a/spleeter/audio/__init__.py
+++ b/spleeter/audio/__init__.py
@@ -42,7 +42,8 @@ class STFTBackend(str, Enum):
 
     @classmethod
     def resolve(cls: type, backend: str) -> str:
-        if backend not in cls.__members__.items():
+        backend = backend.upper()
+        if backend not in cls.__members__.keys():
             raise ValueError(f'Unsupported backend {backend}')
         if backend == cls.AUTO:
             if len(tf.config.list_physical_devices('GPU')):