Solved by MariosOreo in post #4 
              
              
                Sorry for the late reply. 
You could get the audio_file, image_file and label from Dataloader by this: 
for i, (audio_file, image_file, label) in enumerate(dataloader):
    ...

I have not processed the audio file, but I think it will works for you by your exploration.