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Update app.py
Browse files
app.py
CHANGED
@@ -1,20 +1,20 @@
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try:
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import spaces #
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USING_SPACES = True
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except ImportError:
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USING_SPACES = False
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import argparse
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from functools import partial
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import gradio as gr
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import torch
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import torchaudio
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from resemble_enhance.enhancer.inference import denoise, enhance
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def gpu_decorator(func):
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"""
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Decorador para determinar o dispositivo (CPU ou GPU) baseado no ambiente.
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"""
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def wrapper(*args, **kwargs):
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device = "cpu"
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if not USING_SPACES and torch.cuda.is_available():
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@@ -23,11 +23,9 @@ def gpu_decorator(func):
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return func(*args, **kwargs)
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return wrapper
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@gpu_decorator
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def _fn(path, solver, nfe, tau, denoising, unlimited, device="cpu"):
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"""
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Função para processar o áudio com as opções especificadas.
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"""
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if path is None:
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return "Please upload an audio file.", None
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@@ -50,11 +48,12 @@ def _fn(path, solver, nfe, tau, denoising, unlimited, device="cpu"):
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return (new_sr, wav1), (new_sr, wav2)
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"""
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Cria a interface do Gradio
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"""
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inputs
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gr.Audio(type="filepath", label="Input Audio"),
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gr.Dropdown(
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choices=["Midpoint", "RK4", "Euler"],
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@@ -79,40 +78,42 @@ def create_app(args):
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value=False,
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label="Denoise Before Enhancement (tick if your audio contains heavy background noise)",
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),
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]
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outputs
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gr.Audio(label="Output Denoised Audio"),
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gr.Audio(label="Output Enhanced Audio"),
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]
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interface = gr.Interface(
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fn=
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title="
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description="AI-driven audio enhancement
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inputs=inputs,
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outputs=outputs,
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live=False, # Evitar execução em tempo real.
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queue=True, # Adiciona suporte a fila.
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)
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return interface
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"""
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"""
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parser = argparse.ArgumentParser()
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parser.add_argument("--unlimited", action="store_true", help="Permitir áudios maiores que 60 segundos.")
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args = parser.parse_args()
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global app
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app = create_app(args)
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print("Starting app...")
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app
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if __name__ == "__main__":
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if not USING_SPACES:
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main()
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else:
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app = create_app(
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app.
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try:
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import spaces # Para ambientes específicos como Hugging Face Spaces
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USING_SPACES = True
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except ImportError:
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USING_SPACES = False
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import gradio as gr
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import torch
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import torchaudio
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from functools import partial
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from resemble_enhance.enhancer.inference import denoise, enhance
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+
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def gpu_decorator(func):
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def wrapper(*args, **kwargs):
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device = "cpu"
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if not USING_SPACES and torch.cuda.is_available():
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return func(*args, **kwargs)
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return wrapper
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+
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@gpu_decorator
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def _fn(path, solver, nfe, tau, denoising, unlimited, device="cpu"):
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if path is None:
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return "Please upload an audio file.", None
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return (new_sr, wav1), (new_sr, wav2)
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def create_app():
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"""
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Cria a interface do Gradio.
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"""
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inputs = [
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gr.Audio(type="filepath", label="Input Audio"),
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gr.Dropdown(
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choices=["Midpoint", "RK4", "Euler"],
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value=False,
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label="Denoise Before Enhancement (tick if your audio contains heavy background noise)",
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),
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gr.Checkbox(
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value=False,
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label="Allow Unlimited Audio Length (supports files longer than 60 seconds)",
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),
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]
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outputs = [
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gr.Audio(label="Output Denoised Audio"),
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gr.Audio(label="Output Enhanced Audio"),
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]
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# Interface Gradio
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interface = gr.Interface(
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fn=_fn,
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title="Audio Enhancement",
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description="AI-driven audio enhancement powered by Resemble AI.",
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inputs=inputs,
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outputs=outputs,
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)
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return interface.queue() # Ativa filas para processamento
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def main(port=7860, host="0.0.0.0", share=False, api=False):
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"""
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Inicializa a aplicação dependendo do ambiente.
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"""
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global app
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print("Starting app...")
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app = create_app()
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app.launch(server_name=host, server_port=port, share=share, show_api=api)
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if __name__ == "__main__":
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if not USING_SPACES:
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main()
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else:
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app = create_app()
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app.launch()
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