I just stopped lying. In my experience, imagination is part of what gives rise to speech, and imagination can be mistaken for memory. After some time, my imagination provided thoughts that aligned with what I knew to be true, and my memory became clearer. Lying is a hard habit to break, but I think it's worth it.