app.py

import os
import numpy as np
import gradio as gr
from gradio.mix import Series

path_to_L_model = str(os.environ['path_to_L_model'])
read_token      = str(os.environ['read_token'])

description = "Talk to Breud!"
title       = "Breud (BERT + Freud)"

wisper = gr.Interface.load("models/openai/whisper-base")

interface_model_L = gr.Interface.load(
            name=path_to_L_model,
            api_key=read_token,
)

Series( 
    wisper, 
    interface_model_L,
    description = description,
    title = title,
    inputs = gr.Audio(source="microphone"),
).launch()