ImageToAudio / app.py
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Create app.py
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import gradio as gr
from transformers import pipeline
# Initialize the text-to-audio pipeline with the MusicGen small model
pipe = pipeline("text-to-audio", model="facebook/musicgen-small")
# Define the function to generate audio from text
def generate_audio(text):
audio_output = pipe(text)
return audio_output["audio"]
# Set up the Gradio interface using updated components
app = gr.Interface(
fn=generate_audio, # Function to call for text-to-audio generation
inputs=gr.Textbox(lines=2, placeholder="Enter text to generate audio"), # Updated input field for text
outputs=gr.Audio(type="numpy"), # Updated output for audio
title="Text to Audio Generator", # Title of the app
description="Generate music or audio from text using Facebook's MusicGen small model."
)
# Launch the app
if __name__ == "__main__":
app.launch()