From DSP to AI: Evolving Approaches in Audio Processing

Modern audio AI isn’t about replacing DSP with deep learning—it’s about combining them. Real-world systems must satisfy strict latency, causality, and perceptual constraints that pure neural models often violate. From enhancement and source separation to spatial audio and differentiable DSP, today’s intelligent audio systems succeed by integrating physical signal processing priors with adaptive machine learning.