i use the online wallet on blockchain.info and the transaction is on my bitcoin-qt wallet. so the bitcoin come from blockchain.info online wallet.
In that case, waiting is the best thing you can do. AFAIK they will consider the transaction as canceled after 3 days and allow you to create a new TX with a higher fee.