The 43-year-old rocker expressed his desire in the evidence given in a legal dispute with ex-wife Nicole Appleton over how their assets should be split, reported Female First.
In his ruling, Judge Martin O'Dwyer revealed, "(Liam) says there are no plans to reform and, although he would like to do so, he does not anticipate there is a possibility currently of any such reform.
"Subsequent to Oasis, (Liam) formed another group called Beady Eye but they disbanded in 2014. Although he expressly would like to re-enter the music business, currently he says there is no prospect of that."
Oasis split in August 2009 following a string of explosive rows between the singer and his brother and bandmate Noel Gallagher.