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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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import numpy as np
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from moviepy.editor import AudioFileClip, ImageClip, CompositeVideoClip
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import tempfile
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import os
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def create_waveform_video(image, audio):
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# Save uploaded files temporarily
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image_path = tempfile.mktemp(suffix=".png")
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audio_path = tempfile.mktemp(suffix=".mp3")
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video_path = tempfile.mktemp(suffix=".mp4")
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image.save(image_path)
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audio.save(audio_path)
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# Load audio
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audio_clip = AudioFileClip(audio_path)
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# Load image and create a video clip of the same duration as the audio
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img_clip = ImageClip(image_path).set_duration(audio_clip.duration)
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img_clip = img_clip.resize(height=720) # Resize image to a suitable video height
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# Generate waveform effect as a video
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waveform = audio_clip.to_soundarray(fps=22050) # Convert audio to waveform array
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waveform = waveform.mean(axis=1) # Convert stereo to mono by averaging channels
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# Normalize waveform for overlay
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waveform = np.interp(waveform, (waveform.min(), waveform.max()), (-1, 1))
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# Overlay waveform on image (optional customization: size and position of waveform)
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waveform_clip = ImageClip(image_path).set_duration(audio_clip.duration)
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waveform_clip = waveform_clip.fx(CompositeVideoClip, [[waveform, 'center', 0.8]])
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# Combine image and audio into one video
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final_clip = CompositeVideoClip([img_clip, waveform_clip.set_audio(audio_clip)])
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final_clip.write_videofile(video_path, codec="libx264", fps=24)
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# Cleanup temporary files
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os.remove(image_path)
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os.remove(audio_path)
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return video_path
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iface = gr.Interface(
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fn=create_waveform_video,
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inputs=[
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gr.Image(type="pil", label="Upload Image"),
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gr.Audio(type="file", label="Upload Audio")
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],
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outputs=gr.Video(label="Generated Video"),
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title="Image + Audio to Video with Waveform Overlay"
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)
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iface.launch()
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