In addition, you can use it to say 'I sped up' or 'She told me to speed up'. The opposite would be 'I slowed down' or 'she told me to slow down'. This isn't too informal.
Keep in mind its kind of slang to use 'up'. If you want to be more formal you could say 'Increase your speed', 'Listen closely', or 'Please hurry'