Why don’t you start your synth with noise ?
it was made with a virtual ground to fit a 9V power supply , but this can be arrange to deal with a bigger power supply. It’s just for fun , beside the output could be quite low compared to other schematics. you can generate a pink noise ( low pass filtered) signal with a low pass op amp. I made this just for test .