Glossary Library

Technical GlossarySpeech, Voice and Audio AI

Mask-Based Speech Enhancement

An approach that predicts masks over time-frequency representations to preserve speech components while suppressing noise.

Mask-based speech enhancement is a powerful framework widely used in modern speech enhancement systems. The model attempts to determine which parts of a spectrogram belong to speech and which to noise. This can lead to significant quality improvements, especially for ASR preprocessing and in low-SNR environments.

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Denoising Autoencoder

A type of autoencoder that learns more robust representations by reconstructing clean outputs from corrupted inputs.

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Image Denoising

The process of improving image quality by reducing noise caused by sensors, compression, or transmission.

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Automatic Speech Recognition

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