Gradio-lite (Gradio running entirely in your browser!)
Try it out! Once the Gradio app loads (can take 10-15 seconds), disconnect your Wifi and the machine learning model will still work!
transformers_js_py
from transformers_js import import_transformers_js, as_url
import gradio as gr
transformers = await import_transformers_js()
pipeline = transformers.pipeline
pipe = await pipeline('automatic-speech-recognition', 'Xenova/whisper-tiny.en')
async def transcribe(audio):
return await pipe(as_url(audio))
demo = gr.Interface(transcribe, gr.Audio(label="Input audio", type="filepath"), "json")
demo.launch()