How to make drums like this ?!

Hi all!

Love the site first of all! I was wondering how to get that dry kick sound (from :01sec) and the dry bongo type sounds (from :31sec) that you hear in this track by bass kleph. Its also similar to what bingo players and mark knight do with their drum tracks.

- YouTube

Cheers for any help!