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import torchaudio
import gradio as gr
import torch
from audiocraft.models import MusicGen
from audiocraft.data.audio import audio_write
model = MusicGen.get_pretrained('melody', device='cuda' if torch.cuda.is_available() else 'cpu')
def generate(prompt, melody_path):
wav, sr = torchaudio.load(melody_path)
wav = torchaudio.functional.resample(wav, sr, 32000)
wav = wav.mean(dim=0).unsqueeze(0) # mono
wav = wav[:, :32000 * 30] # clip to 30s
model.set_generation_params(duration=30)
output = model.generate_with_chroma([prompt], wav)
output_path = "output_gen"
audio_write(output_path, output[0].cpu(), 32000, format="wav")
return f"{output_path}.wav"
demo = gr.Interface(
fn=generate,
inputs=[
gr.Textbox(label="Prompt"),
gr.Audio(source="upload", type="filepath", label="Melody Input")
],
outputs=gr.Audio(label="Generated Track"),
title="π΅ MusicGen-Melody Generator"
)
demo.launch() |