One particular approach to analysis/resynthesis is called spectral modeling synthesis (SMS).
The SMS technique seeks to reduce the spectral data by extracting only a specific, relatively small number of spectral peaks from each STFT representation.
The spectral energy that remains once these peaks are identified and removed is approximated by linearly-enveloped noise.