Update app.py

app.py

@@ -8,7 +8,6 @@ pipe = pipeline("audio-classification", model=model_id)
 title = "Keyword Spotting Wav2Vec2"
 description = "Gradio demo for finetuned Wav2Vec2 model on a custom dataset to perform keyword spotting task. Classes are scene 1, scene 2, scene 3, yes, no and stop."
 
-
 def classify_audio(filepath):
     preds = pipe(filepath)
     outputs = {}
@@ -17,7 +16,22 @@ def classify_audio(filepath):
     return outputs
 
 
-demo = gr.Interface(
-    fn=classify_audio, inputs=gr.Audio(type="filepath"), outputs=gr.outputs.Label()
+demo = gr.Blocks()
+
+mic_transcribe = gr.Interface(
+    fn=classify_audio,
+    inputs=gr.Audio(sources="microphone", type="filepath"),
+    outputs=gr.outputs.Label()
 )
-demo.launch(debug=True, share=True)
+
+mic_transcribe = gr.Interface(
+    fn=classify_audio,
+    inputs=gr.Audio(sources="upload", type="filepath"),
+    outputs=gr.outputs.Label()
+)
+
+with demo:
+    gr.TabbedInterface(
+        [mic_transcribe, file_transcribe],
+        ["Transcribe Microphone", "Transcribe Audio File"],
+    )