You didn't say what radio(s) you are working with, but without a beat freq oscillator (or BFO) no program is going to work very well. Take a look at this page for a basic description of modulation and what a BFO does;
Radio Modes and Modulation RTTY
CwGet is set up to only decode morse code, or CW (for continuous wave), nothing else. There are MANY other programs for different modes - and you should be aware that most folks keep more than one program handy, as there are no programs out there within the reach of a typical hobbyist that can do it all. MultiPSK is a good place to start. The digital decoding article has a link to the Utility Monitoring Central website (all links are blue text) where many of these packages are linked.
It sounds like you have one of those Chinese el-cheapo portables - many of them simply don't have the capability to decode sideband or morse. Save some bucks up and get a better radio - even many ham transceivers these days include general coverage receivers. Educate yourself on the reviews of some of these radios. There's a link in the digital decoding article to our article that has LOTS of reviews links....and don't forget, hamfest season is here!
Time to start reading. best regards..Mike