app.py

import gradio as gr
import sklearn
import joblib

model = joblib.load("snare_kick_classifier.joblib")

def classify(audio):
    return model.predict([audio])[0]

gr.Interface(fn=classify,
    inputs=gr.inputs.Audio(source="microphone", type="file", label="Audio"),
    outputs="text",
    title="Kick or Snare?",
    description="A simple classifier that tells you whether the sound you're playing is a kick or a snare.",
).launch()