Course Literature

EN2202 Course Literature

The course compendium is sold at KTH-EE/STEX, Osquldas väg 10, for 150 SEK.

All other required material is available on the course web page.

Required Reading

• Arne Leijon & Gustav Eje Henter. Pattern Recognition. KTH – Sound and Image Processing, 2012.
• Pattern Recognition – Corrections
  Corrections of some minor typos. Many thanks to the students who discovered the errors.

Reference Literature

Bishop, CM. Pattern Recognition and Machine Learning. New York: Springer, 2006.

Theodoridis, S & Koutroumbas, K. Pattern Recognition (3rd ed.) Elsevier, 2006.

Duda RO, Hart PE, and Stork DG. Pattern Classification. 2nd Ed. New York: Wiley, 2001.

Rabiner LR, Juang B-H. Fundamentals of Speech Recognition. Englewood Cliffs, NJ: Prentice-Hall, 1993.

Lee, Song, Paliwal, eds. Automatic speech and speaker recognition — Advanced topics. Kluwer Academic Publ., 1996.

Rabiner LR. A tutorial on hidden Markov models and selected applications in speech recognition. Proc IEEE 1989;77:257-286.

Bilmes JA. A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models. Berkeley, CA: Int. computer science institute (ICSI), 1998.

• KTH-EE/STEX