Why don't you ask the sender to create a new transaction with RBF to bump the fee higher so that it will be confirmed quicker? You didn't have to pay for a transaction accelerator, since your fees are much lower than what the majority of other transactions are paying, so miners will still ignore it 

Maybe you should wait until Sunday since that is when the mempool usually clears up and includes transactions with low fees.