from transformers import pipeline import gradio as gr pipe = pipeline(model="ihanif/whisper-medium-urdu") # change to "your-username/the-name-you-picked" def transcribe(audio): text = pipe(audio)["text"] return text iface = gr.Interface( fn=transcribe, inputs=gr.Audio(source="microphone", type="filepath"), outputs="text", title="Whisper Small Hindi", description="Realtime demo for Hindi speech recognition using a fine-tuned Whisper small model.", ) iface.launch()