Till KTH:s startsida Till KTH:s startsida

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.

Arne Leijon skapade sidan 20 augusti 2012

Arne Leijon redigerade 20 augusti 2012

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, 20112.
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

Lärare Arne Leijon ändrade rättigheterna 22 augusti 2012

Kan därmed läsas av alla och ändras av lärare.
Arne Leijon redigerade 13 september 2012

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 --- CorrectionsCorrections of some minor typos. Many thanks to student 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

Arne Leijon redigerade 26 september 2012

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 --- CorrectionsCorrections of some minor typos. Many thanks to student 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