app.py

from faster_whisper import WhisperModel
import gradio as gr

# Load model (run on CUDA for GPU)
model = WhisperModel("medium")

def transcribe(audio_file):
    segments, info = model.transcribe(audio_file, beam_size=5)
    transcription = " ".join([seg.text for seg in segments])
    return transcription

iface = gr.Interface(
    fn=transcribe,
    inputs=gr.Audio(type="filepath"),
    outputs="text",
    title="Faster Whisper Medium Transcriber"
)

iface.launch()