# Diffusion-Based Audio Enhancement

> Source: https://sukruyusufkaya.com/en/glossary/diffusion-based-audio-enhancement
> Updated: 2026-05-13T20:02:23.394Z
> Type: glossary
> Category: ses-konusma-audio-ai
**TLDR:** A next-generation generative enhancement approach that models audio restoration through iterative denoising.

<p>Diffusion-based audio enhancement builds a strong bridge between generative modeling and speech restoration. The system iteratively moves from noisy audio toward a cleaner version. It has strong potential for preserving natural sound quality under complex degradations. It is one of the research directions that has recently attracted attention for improving restoration quality.</p>