EchoSongGen / app.py
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import gradio as gr
from transformers import AutoTokenizer, AutoModel
# Load model and tokenizer for CPU
ckpt = "Mar2Ding/songcomposer_pretrain"
tokenizer = AutoTokenizer.from_pretrained(ckpt, trust_remote_code=True)
model = AutoModel.from_pretrained(ckpt, trust_remote_code=True)
def generate_song(prompt):
try:
output = model.inference_pretrain(prompt, tokenizer)
return output
except Exception as e:
return f"Error: {str(e)}"
with gr.Blocks() as demo:
gr.Markdown("# 🎢 EchoSongGen")
gr.Markdown("Generate melody and lyrics from a text prompt using SongComposer (CPU version).")
prompt = gr.Textbox(label="Song Prompt", placeholder="e.g. A sad love song in the rain")
generate_btn = gr.Button("Generate")
output = gr.Textbox(label="Generated Song")
generate_btn.click(fn=generate_song, inputs=prompt, outputs=output)
demo.launch()