Janie Fricke had been signed to Columbia Records since 1977 but found it challenging to find a musical identity. This resulted in her early singles only reaching minor chart positions and receiving limited radio airplay. In the early 1980s, Fricke started focusing on ballads which ultimately led to her breakthrough with 1981's "
Down to My Last Broken Heart". She would continue having a string of hits during the decade and release a series of commercially successful albums. Among these albums was
Sleeping with Your Memory, which she recorded with produced
Jim Ed Norman. It was Fricke's second album produced by Norman. The project was recorded in
Nashville, Tennessee at Audio Media Recorders in June 1981.
Sleeping with Your Memory was a collection of 11 tracks that contained new recordings as well as covers of previously released songs. Several ballads were featured on the collection including the title track. Among the final tracks was "Always", which was composed by Fricke's then-husband Randy Jackson. A cover version of
Simon & Garfunkel's "
Homeword Bound" was also included and it featured
Ricky Skaggs playing
fiddle. A cover version of
Yvonne Elliman's "
Love Me" was also part of the project. ==Release, reception and singles==