Use microphone and add prompt text

app.py

@@ -1,3 +1,24 @@
+import torch
+from transformers import pipeline
+
+modle_id = "models/ummonk/distilhubert-finetuned-accents"
+pipe = pipeline("audio-classification", model=model_id)
+
+def classify_audio(filepath):
+    preds = pipe(filepath)
+    outputs = {}
+    for p in preds:
+        outputs[p["label"]] = p["score"]
+    return outputs
+
 import gradio as gr
 
-gr.load("models/ummonk/distilhubert-finetuned-accents").launch()
+demo = gr.Interface(
+    fn=classify_audio,
+    inputs=gr.Audio(sources="microphone", type="filepath"),
+    outputs=gr.outputs.Label(),
+    title="Accent Guesser",
+    description="Say the following text\nPlease call Stella. Ask her to bring these things with her from the store: Six spoons of fresh snow peas, five thick slabs of blue cheese, and maybe a snack for her brother Bob. We also need a small plastic snake and a big toy frog for the kids. She can scoop these things into three red bags, and we will go meet her Wednesday at the train station."
+)
+
+demo.launch(debug=True)