import gradio as gr
from transformers import pipeline


pipe = pipeline(model="pollitoconpapass/whisper-small-finetuned") 

def transcribe(audio):
    text = pipe(audio)["text"]
    return text

iface = gr.Interface(
    fn=transcribe,
    inputs=gr.Audio(type="filepath"),
    outputs="text",
    title="Whisper Small Demo - Cuzco Quechua",
    description='''
                Realtime demo of speech recognition fine-tuned using Whisper small model. New implementation: Quechua language.

                
                If you want to use this as an endpoint, go to endpoint.py. 

                Source: https://huggingface.co/pollitoconpapass/whisper-small-finetuned


                '''
)

iface.launch()