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Update app.py
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app.py
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import gradio as gr
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from audiocraft.models import MusicGen, AudioGen
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from audiocraft.data.audio import audio_write
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import torchaudio
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import tempfile
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# Carregar modelos
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def generate_music(prompt):
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wav = musicgen.generate([prompt])[0]
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print("Áudio gerado, salvando...")
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as fp:
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audio_write(fp.name, wav.cpu(), musicgen.sample_rate, strategy="loudness", loudness_compressor=True)
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print("Arquivo salvo em", fp.name)
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return fp.name
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def generate_sound_effect(prompt):
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wav = audiogen.generate([prompt])[0]
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print("Som gerado, salvando...")
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as fp:
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audio_write(fp.name, wav.cpu(), audiogen.sample_rate, strategy="loudness", loudness_compressor=True)
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print("Arquivo salvo em", fp.name)
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return fp.name
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demo
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demo.launch()
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import gradio as gr
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from audiocraft.models import MusicGen, AudioGen
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from audiocraft.data.audio import audio_write
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import tempfile
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import torch
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# Verificar se há GPU disponível
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device = "cuda" if torch.cuda.is_available() else "cpu"
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print(f"Usando dispositivo: {device}")
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# Carregar modelos
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try:
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musicgen = MusicGen.get_pretrained('facebook/musicgen-small').to(device)
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audiogen = AudioGen.get_pretrained('facebook/audiogen-medium').to(device)
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# Definir duração padrão
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musicgen.set_generation_params(duration=5) # Aumentei para 5 segundos
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audiogen.set_generation_params(duration=5)
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except Exception as e:
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print(f"Erro ao carregar modelos: {e}")
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raise
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def generate_audio(prompt, model, model_name):
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try:
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print(f"Gerando {model_name} para:", prompt)
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wav = model.generate([prompt])[0]
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print("Áudio gerado, salvando...")
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as fp:
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audio_write(
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fp.name,
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wav.cpu(),
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model.sample_rate,
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strategy="loudness",
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loudness_compressor=True
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)
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print(f"Arquivo {model_name} salvo em", fp.name)
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return fp.name
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except Exception as e:
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print(f"Erro ao gerar {model_name}: {e}")
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raise
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def generate_music(prompt):
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return generate_audio(prompt, musicgen, "música")
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def generate_sound_effect(prompt):
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return generate_audio(prompt, audiogen, "efeito sonoro")
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# Configuração da interface
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with gr.Blocks() as demo:
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gr.Markdown("# 🎵 Gerador de Áudio com MusicGen e AudioGen")
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with gr.Tabs():
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with gr.TabItem("MusicGen 🎵"):
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gr.Markdown("## Gerar Música")
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with gr.Row():
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music_input = gr.Text(label="Descreva a música que deseja")
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music_output = gr.Audio(label="Música Gerada", type="filepath")
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music_button = gr.Button("Gerar Música")
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music_button.click(fn=generate_music, inputs=music_input, outputs=music_output)
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with gr.TabItem("AudioGen 🔊"):
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gr.Markdown("## Gerar Efeitos Sonoros")
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with gr.Row():
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sound_input = gr.Text(label="Descreva o efeito sonoro que deseja")
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sound_output = gr.Audio(label="Som Gerado", type="filepath")
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sound_button = gr.Button("Gerar Som")
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sound_button.click(fn=generate_sound_effect, inputs=sound_input, outputs=sound_output)
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if __name__ == "__main__":
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demo.launch()
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