Non-uniform quantization is often used to improve the Signal-to-Noise Ratio (SNR) for low-level signals. It assigns more quantization levels to low-amplitude signals, thus improving their representation. This method does not simplify the process but improves the overall efficiency of quantization, especially for weaker signals.