Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models

Dan Jacobellis, Daniel Cummings, Neeraja J. Yadwadkar

In the field of neural data compression, the prevailing focus has been on optimizing algorithms for either classical distortion metrics, such as PSNR or SSIM, or human perceptual q…