You'll need to be the receiver to do CPFP. Basically you spend unconfirmed coins with higher fee, so the pool who mines the block will mine both of the transactions at the same time.
This can be costly, depending on the amount of inputs on the transaction. Which wallet are you using?
You can try
ViaBTC's tool to accelerate transaction. Basically it works by just submitting your txid (be fast, the counter resets every hour on x.00), and then the transaction will be included in the next block that they mine. It is really simple to use.