app.py

import git
git.Repo.clone_from('https://github.com/reazon-research/ReazonSpeech', 'ReazonSpeech')
import pip, site, importlib
pip.main(['install', 'ReazonSpeech/pkg/nemo-asr'])
importlib.reload(site) 

import gradio as gr
from reazonspeech.nemo.asr import audio_from_path, load_model, transcribe

model = None

def speech_to_text(audio_file):
 global model

 if not model:
 model = load_model()

 audio = audio_from_path(audio_file)
 ret = transcribe(model, audio)

 return ret.text, "\n".join(ret.segments), "\n".join(ret.subwords)

load_model(model_size)

gr.Interface(
 fn=speech_to_text,
 inputs=[
 gr.Audio(sources="upload", type="filepath"),
 ],
 outputs=["text","text","text"]).launch()