This book constitutes the proceedings of the 6th International Conference on Nonlinear Speech Processing, NOLISP 2013, held in Mons, Belgium, in June 2013. The paper are organized in topical sections on speech and audio analysis; speech synthesis; automatic speech recognition; and speech enhancement.