1. Madison G., Grahn J. A., Dahl S., Gouyon F. (eds), “Functions of Musical Rhythm”, Research Topic in Frontiers in Psychology, 2014
  2. Herrera P., Gouyon F. (eds) “MIRrors:  Music Information Research reflects on its future”, Special Issue of the Journal of Intelligent Information Systems, 41(3), ISSN: 0925-9902 (Print) 1573-7675 (Online), Springer, 2013
  3. Gouyon F., Herrera P., Martins, L. G. Mueller M. (eds) “Proceedings of the 13th International Society for Music Information Retrieval Conference”, ISBN 978‐972‐752‐144‐9, FEUP Edições, 2012 (pdf available here)
  4. Gouyon F., Nakadai K., Solis J., Weinberg G., Okuno H. (eds) “Music Content Processing by and for Robots”, Special Issue of the EURASIP Journal on Audio, Speech, and Music Processing, 18, SpringerOpen, 2012
  5. Gouyon F., Barbosa Á, Serra X. (eds) “Sound and Music Computing”, Special Issue of the Computer Music Journal, 34(3), MIT Press, 2010
  6. Gouyon F., Barbosa Á, Serra X. (eds) “Proceedings of the 6th Sound and Music Computing Conference”, ISBN: 978-989-95577-6-5, Edições da Universidade Católica Portuguesa, 2009