Glossary Library

Technical GlossarySpeech, Voice and Audio AI

Diffusion-Based Audio Enhancement

A next-generation generative enhancement approach that models audio restoration through iterative denoising.

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.

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Diffusion-Based Synthetic Data

A modern synthetic data generation approach that reconstructs data distributions through noise injection and reverse sampling.

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Automatic Speech Recognition

The core speech-to-text task aimed at converting human speech into text.

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End-to-End ASR

An approach that performs speech-to-text conversion with a single unified network instead of separate acoustic and language models.