Update app.py

app.py

@@ -31,9 +31,16 @@ def convert_mp4_to_mp3(mp4_path, mp3_path):
 # Transcribe audio
 def transcribe_audio(audio_path):
     try:
-        inputs = ffmpeg_read(audio_path, whisper_pipeline.feature_extractor.sampling_rate)
+        # Ensure the audio file is read correctly in bytes format
+        with open(audio_path, "rb") as audio_file:
+            audio_data = audio_file.read()  # Read the file as bytes
+
+        # Process the audio file for transcription
+        inputs = ffmpeg_read(audio_data, whisper_pipeline.feature_extractor.sampling_rate)
         inputs = {"array": inputs, "sampling_rate": whisper_pipeline.feature_extractor.sampling_rate}
-        result = whisper_pipeline(inputs, batch_size=BATCH_SIZE, return_timestamps=False)
+
+        # Run the transcription pipeline
+        result = whisper_pipeline(inputs, batch_size=8, return_timestamps=False)
         return result["text"]
     except Exception as e:
         return f"Error during transcription: {e}"