Michael has written, and made available for free use, an SDT Assistant program.
SDT Assistant is software that undertakes analyses based on Signal Detection Theory (SDT).
Currently the software is capable of fitting Receiver Operating Characteristic (ROC) curves based on several different models for a number of psychophysical tasks (or sensory evaluation difference tests) that use the rating response format. The fits are based on maximum likelihood estimation.
Read more, and download