from transformers import pipeline
import gradio as gr

model_id = "terps/distilhubert-finetuned-gtzan"
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

examples = [
    ["blues.mp3"],
    ["hiphop.mp3"],
]

demo = gr.Interface(
    fn=classify_audio, inputs=gr.Audio(type="filepath"), outputs=gr.outputs.Label(), examples=examples
)
demo.launch(debug=True)