import gradio as gr
from transformers import pipeline

# Define the pipeline for speech recognition with the NeMo Canary model
pipe = pipeline(
    task="automatic-speech-recognition", 
    model="nvidia/canary-1b"
)

# Create a Gradio interface from the pipeline
interface = gr.Interface.from_pipeline(pipe, inputs="microphone", outputs="text")

# Launch the interface
interface.launch()