The advantage of lossy methods over lossless methods is that in some cases a lossy method can produce a much smaller compressed file than any known lossless method, while still meeting the requirements of the application.
Lossy methods are most often used for compressing sound or images. In these cases, the retrieved file can be quite different to the original at the bit level while being indistinguishable to the human ear or eye for most practical purposes. Many methods focus on the idiosyncrasies of the human anatomy, taking into account, for example, that the human eye can see only certain frequencies of light. The psychoacoustic model describes how sound can be highly compressed without degrading the quality of the sound.
Lossy methods for still image compression:
Lossy methods for moving image compression:
Lossy methods for general music:
Lossy methods for speech:
Lossy methods for geometry data:
Lossy methods for other types of data:
See also: Codec