Upload handler.py

handler.py

@@ -0,0 +1,27 @@
+from transformers import AutoProcessor, AutoModel
+
+
+class EndpointHandler():
+    def __init__(self, path=""):
+        self.processor = AutoProcessor.from_pretrained(path)
+        self.model = AutoModel.from_pretrained(path)
+
+    def __call__(self, data): #-> List[Dict[str, Any]]
+        """
+       data args:
+            inputs (:obj: `list`)
+        Return:
+            A :obj:`np.array' | `int`: will be serialized and returned
+        """
+        # get inputs
+        input_text = data['inputs']
+
+        inputs = self.processor(
+        text=input_text,
+        return_tensors="pt",
+        voice_preset = "v2/en_speaker_6"
+        )
+        speech_values = self.model.generate(**inputs, do_sample=True)
+        sampling_rate = self.model.generation_config.sample_rate
+
+        return (speech_values, sampling_rate)