Update main.py

main.py

@@ -5,6 +5,7 @@ from googletrans import Translator
 from fastapi import FastAPI, File, UploadFile, HTTPException
 from fastapi.responses import JSONResponse
 from pathlib import Path
+import numpy as np
 
 app = FastAPI()
 
@@ -44,12 +45,16 @@ async def process_audio(file: UploadFile = File(...)):
         with open(file_location, "wb") as saved_file:
             saved_file.write(file.file.read())
 
+        # Read audio file and convert to NumPy ndarray
+        audio_array, _ = torchaudio.load(file_location, normalize=True)
+        audio_array = np.array(audio_array[0].numpy())
+
         # JP
-        original = pipe(file_location)
+        original = pipe(audio_array)
         original_version = original["text"]
 
         # EN
-        result = pipe(file_location, generate_kwargs={"task": "translate"})
+        result = pipe(audio_array, generate_kwargs={"task": "translate"})
         hasil = result["text"]
 
         # ID
@@ -96,4 +101,4 @@ def modify_text(text):
     for original, replacement in replacements.items():
         text = text.replace(original, replacement)
 
-    return text
+    return text