# import gradio as gr

# gr.load("models/openai/whisper-large-v3-turbo").launch()

import gradio as gr
from transformers import pipeline
model = gr.load("models/openai/whisper-large-v3-turbo")

pipe = pipeline("automatic-speech-recognition", model="openai/whisper-large-v3-turbo")
# Define a function to process the output and extract only the transcription text
def process_transcription(audio_input):

    result = pipe(audio_input)
    # Extract the transcription text directly
    transcription = result["text"]
    return transcription

# Launch the interface
gr.Interface(
    process_transcription,
    gr.Audio(type="filepath"),
    outputs="text"
).launch()