Constitutes the refereed postproceedings of the International Conference on Non-Linear Speech Processing, NOLISP 2007, held in Paris, France, in May 2007. This work includes papers that are organized in topical sections on nonlinear and nonconventional techniques, speech synthesis, speaker recognition, speech recognition, and speech analysis.