We would like to announce the MLSP related program at this years ICASSP'2007 conference in Hawaii, April 15-20, 2007. * Sunday, April 15, 14:00 - 17:00 , Tutorial: TUT-2: Machine Learning and Signal Processing Applications of Fixed Point Theory by Danilo Mandic, Imperial College London and Isao Yamada, Tokyo Institute of Technology. The tutorial is aimed at providing a unifying and rigorous basis for linking of different parts of signal processing and related disciplines under one umbrella. Case studies within this tutorial will address problems from several overlapping areas: nonlinear and linear adaptive filtering, image processing, estimation theory, communications, automatic control, and machine learning. See further, http://www.icassp2007.org/Tutorial_02.asp * Tuesday, April 17, 10:30 - 12:30, Poster session MLSP-P1: Applications, http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1144 * Tuesday, April 17, 16:30 - 18:30, Poster session MLSP-P2: Models and Learning Algorithms I, http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1142 * Wednesday, April 18, 9:30 - 11:30, Poster session MLSP-P3: Applications in Biomedicine and Image and Video Processing, http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1143 * Wednesday, April 18, 13:00 - 15:00, Lecture session MLSP-L1: Models and Learning Algorithms II, http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1137 * Thursday, April 19, 09:30 - 11:30, Poster session MLSP-P4: Signal detection, Pattern Recognition and Classification http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1141 * Thursday, April 19, 13:00 - 15:00, Lecture session MLSP-L2: Models and Learning Algorithms III http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1138 * Thursday, April 19, 15:30 - 17:30, Poster session MLSP-P5: Blind Source Separation http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1140 * Friday, April 20, 15:30 - 17:30, Lecture session MLSP-L3: Applications in Audio and Image Processing http://www.icassp2007.org/Papers/PublicSessionIndex3.asp?Sessionid=1139 See further http://www.icassp2007.org for registration. An advance discounted registration is available until March 5, 2007.