An apparatus comprises read channel circuitry and signal processing circuitry associated with the read channel circuitry. The signal processing circuitry is configured to: equalize a digital data signal; align the equalized digital data signal; determine a detector reliability metric based at least in part on the aligned equalized digital data signal; perform an iterative decoding process to determine a decoded digital data signal using the detector reliability metric; adjust the aligned equalized digital data signal using the decoded digital data signal; and repeat at least determining the detector reliability metric and performing the iterative decoding process using the adjusted equalized digital data signal.