This is a review of some work carried out over the last decades at the Speech Music Hearing Department, KTH, where the analysis-by-synthesis strategy was applied to singing. The origin of the work was a hardware synthesis machine combined with a control program, which was a modified version of a textto-speech conversion system. Two applications are described, one concerning vocal loudness varia...