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  #### Adaptive Context-Aware Noise Injection
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- Our preprocessing pipeline includes adaptive context-aware noise injection to enhance model robustness. This method dynamically adjusts noise intensity based on the amplitude of the audio signal, ensuring realistic and effective augmentation.
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  - **Types of Noise**: White, pink, and environmental noise.
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  - **Dynamic Adjustment**: Noise intensity is scaled based on the amplitude of the audio signal.
 
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  #### Adaptive Context-Aware Noise Injection
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+ Preprocessing pipeline that includes adaptive context-aware noise injection to enhance model robustness. This method dynamically adjusts noise intensity based on the amplitude of the audio signal, ensuring realistic and effective augmentation.
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  - **Types of Noise**: White, pink, and environmental noise.
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  - **Dynamic Adjustment**: Noise intensity is scaled based on the amplitude of the audio signal.