big update

app.py

@@ -9,6 +9,8 @@ import torchaudio
 import wave
 import io
 from scipy.io import wavfile
+import pydub
+
 # MODEL LOADING and INITIALISATION
 model = torch.jit.load("snorenetv1_small.ptl")
 model.eval()
@@ -60,7 +62,8 @@ if upload_file is not None:
     
     # with open("output.wav", 'wb') as wav_file:
     #     wav_file.write(wav_make)
-
+    audio = pydub.AudioSegment.from_wav(upload_file)
+    audio.export(upload_file.name, format='wav')
     sr, waveform = wavfile.read(upload_file.name)
     snore = 0
     other = 0

requirements.txt

@@ -4,4 +4,5 @@ matplotlib
 sounddevice
 torch
 torchaudio
-scipy
+scipy
+pydub