Be sure to enable the Dynamic Fees option in Preferences and move the slider slightly right or to the far right for the fastest confirmation times with a slightly higher fee.
In order to speed up the confirmation, I'd recommend adding your transaction to the Via Accelerator at
https://www.viabtc.com/tools/txaccelerator/ when it hasn't yet reached the limit for the current hour. I attempted to do it at the current time, but it looks like it has reached the 100 transaction limit for this hour so you'll have to try it a bit later.
Edit: I attempted to run the TX through the accelerator since the hour reset and it says it doesn't exist. You may want to try pushing your other transaction through to see if it works.
