Filter banks are collections of multiple filters that decompose a signal into various frequency components, allowing for analysis and processing of those components separately. They play a crucial role in signal processing, particularly in applications like audio compression, where different frequency bands need to be manipulated independently. By carefully designing these filters, it's possible to achieve perfect reconstruction of the original signal from its filtered versions.
congrats on reading the definition of filter banks. now let's actually learn it.