Popular South London ska band Chainska Brassika include plenty of local references on their album 'Tales of a Londoner' which came out last year (and I'm only now catching up with).

'Down the Barge' tells of nights out in the Brockley Barge, which features in the video:

Another pub, currently closed, is mentioned in New Cross Stomp: '171 on a Friday night, down the White Hart for a couple swift pints'.