Denoising diffusion for speech enhancement
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Introduction
Audio recordings in the real world are typically tainted by noise and other distortions. These distortions come from many factors such as environmental noises, and distortions from various kinds of electronics, circuits, and microphones. These noises and distortions cause issues during the perception of speech to the receiver. This project tries to provide a solution to the problem of noise in speech using a generative approach and compares the effectiveness of the generative approach over other existing approaches.
