Update app.py

app.py

@@ -81,8 +81,7 @@ def extract_features(data):
     return result
 
 def audio_emotions(audio):
-    data = audio.flatten()
-    sr=22050
+    sr,data = audio
     features_audio = extract_features(data)
     features_audio = np.array(features_audio)
     scaled_features=scaler.transform(features_audio)
@@ -97,15 +96,15 @@ def main(audio):
     return r1,r2,r3
     
 
-audio = gr.Audio(
-                    label="Input Audio",
-                    show_label=False,
-                    source="microphone",
-                    type="filepath"
-                )
+#audio = gr.Audio(
+#                    label="Input Audio",
+#                    show_label=False,
+#                    source="microphone",
+#                    type="filepath"
+#                )
 
 
-app=gr.Interface(title="Sentiment Audio Analysis",fn=main,inputs=[audio], outputs=["text","text","text"])
+app=gr.Interface(title="Sentiment Audio Analysis",fn=main,inputs=gr.Audio(source="microphone"), outputs=["text","text","text"])