My mistake; you have to send an op to the API. Correct code below for others' reference.


      var conn = new WebSocket('ws://ws.blockchain.info/inv');
      conn.onopen = function () {
        console.log('open');
        conn.send('{"op":"unconfirmed_sub"}');
      }