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Create app.py
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app.py
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import gradio as gr
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from pydub import AudioSegment
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from scipy.signal import convolve
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import numpy as np
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import tempfile
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# Reverb function using convolution with a simple impulse response
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def add_reverb(audio_segment, decay=0.5, delay=200):
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# Convert AudioSegment to numpy array
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samples = np.array(audio_segment.get_array_of_samples())
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# Create a simple reverb impulse response
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impulse_response = np.zeros(delay * 10)
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impulse_response[::delay] = decay ** np.arange(len(impulse_response) // delay)
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# Apply convolution for reverb
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processed_samples = convolve(samples, impulse_response, mode='full')[:len(samples)]
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processed_samples = np.int16(processed_samples / np.max(np.abs(processed_samples)) * 32767)
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# Convert numpy array back to AudioSegment
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processed_audio = AudioSegment(
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processed_samples.tobytes(),
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frame_rate=audio_segment.frame_rate,
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sample_width=audio_segment.sample_width,
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channels=audio_segment.channels
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)
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return processed_audio
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# Wrapper function to apply selected effect
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def apply_effect(audio_file, effect, reverb_decay, reverb_delay):
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audio = AudioSegment.from_file(audio_file)
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if effect == "Reverb":
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audio = add_reverb(audio, decay=reverb_decay, delay=int(reverb_delay))
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# Save the modified audio to a temporary file
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as temp_file:
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audio.export(temp_file.name, format="wav")
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return temp_file.name
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# Gradio Interface
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def build_ui():
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with gr.Blocks() as demo:
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gr.Markdown("### Audio Effects with Gradio")
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with gr.Row():
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audio_input = gr.Audio(source="upload", type="filepath", label="Upload Audio")
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audio_output = gr.Audio(label="Processed Audio")
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with gr.Row():
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effect = gr.Radio(["Reverb"], label="Choose Effect")
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reverb_decay = gr.Slider(0.1, 1.0, value=0.5, step=0.1, label="Reverb Decay")
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reverb_delay = gr.Slider(50, 500, value=200, step=10, label="Reverb Delay (ms)")
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apply_button = gr.Button("Apply Effect")
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apply_button.click(
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fn=apply_effect,
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inputs=[audio_input, effect, reverb_decay, reverb_delay],
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outputs=[audio_output]
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)
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return demo
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# Launch Gradio App
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demo = build_ui()
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demo.launch()
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