Upload custom_interface_local.py with huggingface_hub (#5)

- Upload custom_interface_local.py with huggingface_hub (1c98e93f4b49b1331356e63e0452632269ed42de)


Co-authored-by: Lukenyanja thomas <[email protected]>

custom_interface_local.py

@@ -0,0 +1,17 @@
+from speechbrain.pretrained import EncoderClassifier
+from transformers import AutoProcessor, Wav2Vec2Processor
+
+
+class CustomEncoderWav2vec2Classifier(EncoderClassifier):
+    """
+    This class inherits from `EncoderClassifier` to handle custom models.
+
+    The only difference is that it uses `AutoProcessor` to load the tokenizer.
+    """
+
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self.tokenizer = AutoProcessor.from_pretrained(
+            self.hparams.source, trust_remote_code=True
+        )
+