Something that starts with "f" and ends with "oobar2000" seems to be the most popular

I myself use MediaCoder a whole lot, since I have to transcode to .aac and only MediaCoder supports .aac (using CT's AAC encoder).
WinLAME is also good for the love-triangle of WAV, MP3, and OGG.