You say wakatta, with a short pause between the 2 "T". The consonant is dubbled by a little "tsu" that you never pronounce.

You pronounce it as Wa-kat-ta => http://assets2.smart.fm/assets/users/ishiki321/7cc25a5b2f78f5445b32bd2a39f200eb.mp3