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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 whisper
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from TTS.api import TTS
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import os
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import tempfile
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import numpy as np
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from moviepy.editor import *
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def clone_voice(text, reference_audio_path):
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# Initialize Coqui TTS with a voice cloning model
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tts = TTS(model_name="tts_models/multilingual/multi-dataset/your_tts", progress_bar=False)
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# Generate speech with cloned voice
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output_path = "cloned_voice.wav"
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tts.tts_to_file(text=text, speaker_wav=reference_audio_path, language="en", file_path=output_path)
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return output_path
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def generate_video_resume(resume_text, photo_path, reference_audio=None):
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# Clone voice if reference audio is provided
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if reference_audio:
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audio_path = clone_voice(resume_text, reference_audio)
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else:
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# Fallback to gTTS
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tts = gTTS(text=resume_text, lang='en')
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audio_path = "output.mp3"
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tts.save(audio_path)
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# Create lip-sync video (simplified example)
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video_path = "output.mp4"
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os.system(f"ffmpeg -loop 1 -i {photo_path} -i {audio_path} -c:v libx264 -tune stillimage -c:a aac -b:a 192k -pix_fmt yuv420p -shortest {video_path}")
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return video_path
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with gr.Blocks() as demo:
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gr.Markdown("# 🎤 Voice My Resume (with Voice Cloning)")
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with gr.Tab("Standard Voice"):
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text_input1 = gr.Textbox(label="Paste Resume Text")
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image_input1 = gr.Image(label="Upload Photo", type="filepath")
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generate_btn1 = gr.Button("Generate with Default Voice")
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with gr.Tab("Clone Your Voice"):
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text_input2 = gr.Textbox(label="Paste Resume Text")
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image_input2 = gr.Image(label="Upload Photo", type="filepath")
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audio_input = gr.Audio(label="Upload 10s Reference Audio", type="filepath")
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generate_btn2 = gr.Button("Generate with Cloned Voice")
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video_output = gr.Video(label="Result")
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generate_btn1.click(
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fn=generate_video_resume,
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inputs=[text_input1, image_input1],
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outputs=video_output
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)
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generate_btn2.click(
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fn=generate_video_resume,
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inputs=[text_input2, image_input2, audio_input],
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outputs=video_output
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)
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demo.launch()
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