In many cultures musicians describe the sounds made by their instruments by speaking, singing or transcribing them as words. This paper proposes applying this approach to synthesised sounds, where these vocable words control physical modelling synthesis systems. We aim to produce instruments played by typing words, allowing a rich range of musical expression. A working prototype of a system for music improvisation is presented, and future work and applications are considered.