Too Long; Didn't Read
Background noise removal is used everywhere in audio/video editing software, video conferencing platforms, and noise-cancelling headphones. In this blog, I'll be comparing deep learning noise removal models to older subtractive models. With the rise of deep learning, many of these issues have been solved with the use of artificial neural networks. The noise is caused by a number of factors including electrostatic charges within hardware components, and small vibrations in the environment, all of which vary enormously with the slightest change in environment.