import gradio as gr
from transformers import pipeline

pipe = pipeline(
    "automatic-speech-recognition", 
    model="jonatasgrosman/wav2vec2-large-xlsr-53-portuguese" 
)

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

iface = gr.Interface(
    fn=transcribe,
    inputs=gr.Audio(sources=["upload"], type="filepath", label="Carregue o áudio"), 
    outputs="text",
    title="Aplicativo de Reconhecimento de Fala",
    description="Carregue um arquivo de áudio para transcrever sua fala.",
)

iface.launch(share=True)