app.py

import gradio as gr
from transformers import pipeline

# Load Whisper ASR pipeline
asr = pipeline("automatic-speech-recognition", model="openai/whisper-base")

# Transcription function
def transcribe(audio):
    return asr(audio)["text"]

# Gradio interface
interface = gr.Interface(
    fn=transcribe,
    inputs=gr.Audio(type="filepath", label="Upload or Record Audio"),
    outputs="text",
    title="Whisper ASR Voice Recognition",
    description="Transcribe speech using OpenAI's Whisper model."
)

# Launch the app
interface.launch()