That’s correct. The signal is designed to be audible to humans over radio so there’s no real encoding - either the train is able to automatically trigger the brakes upon receiving the signal or the operator has to do it manually after hearing the signal.
You don’t even need an SDR, just a 20€ portable shortwave radio and a phone that plays the sounds of the signal over the mic.