if its already mp3, converting to ogg will not improve the quality and might make it worse.
Only bother converting to ogg from a non-lossy format such as .wav, (actually mp3 file will work if it has a high bitrate) and try to keep the sound file mono, most games go bonkers or just use one side when stereo sound is used.