If you're simply working with audio files, then I'd say Audacity is a really good option. A full-fledged DAW is useful if you're working with external plugins and MIDI files. But for basic audio work, Audacity will do well enough.

It's also one of the best supported and mature audio programs around, so stability won't be an issue at all