IAPR

Book lists for 1D Signal Analysis


Framework

  1. Representations

    1. Hidden Markov Models
    2. Finite State Automata
    3. Grammars

  2. Methods

    1. Parsing
    2. String Matching/Searching
    3. Unification

  3. Core Techniques

    1. FFT
    2. Cepstral Analysis
    3. Wavelets

  4. Applications

    1. Speech Understanding
    2. dna/protein/amino acid sequence matching

Details of the content

  1. Representations

    1. Hidden Markov Models

      1. Online Books

        1. Inference in Hidden Markov Models, Olivier Cappé, Eric Moulines, Tobias Rydén, Springer, 2005, ISBN: 0387402640
        2. Hidden Markov Models for Bioinformatics, Timo Koski, Springer, 2005, ISBN: 1402001355
        3. Markov Chains: Models, Algorithms and Applications, Wai Ki Ching, Michael K. Ng, Birkhäuser, 2006, ISBN: 0387293353

      2. Book Support Sites

      3. Other Books

        1. Markov Models for Pattern Recognition, G. A. Fink, Springer 2008, ISBN: 978-3-540-71766-9
        2. Hidden Markov models: Applications in Computer Vision, H. Bunke, U. V. Marti, World Scientific, 2001, ISBN: 981-02-4564-5
        3. Hidden Markov Models for Speech Recognition, X. D. Huang, Y. Ariki, Mervyn A. Jack, Edinburgh University Press, 1999, ISBN 0748601627
    2. Finite State Automata

      1. Online Books

        1. Synthesis of Finite State Machines: Functional Optimization, Timothy Kam, Auerbach Kluwer Academic Publishers, Boston 1997, ISBN 0-7923-9842-4
        2. Introduction to Automata Theory, Languages, and Computation, John E. Hopcroft, Rajeev Motwani, Jeffrey D. Ullman, Addison-Wesley, 2007, ISBN 9780321462251
        3. Automata Studies, William Ross Ashby, Claude E. Shannon, John McCarthy, Princeton University Press, 1956, ISBN 0691079161
        4. An Introduction to the Theory of Computation, Eitan Gurari, Ohio State University Computer Science Press, 1989, ISBN 0-7167-8182-4
        5. Computability, Complexity, and Languages, Martin Davis, Ron Sigal, Elaine J. Weyuker, Academic Press, 1994, ISBN 0122063821

      2. Book Support Sites

        1. Modeling Software with Finite State Machines: A Practical Approach, F. Wagner, Auerbach Publications, 2006, ISBN 0-8493-8086-3
        2. Synthesis of Finite State Machines: Logic Optimization, Tiziano Villa, Kluwer Academic Publishers, Boston 1997, ISBN 0-7923-9892-0
        3. Introduction to the Theory of Computation, Michael Sipser, Course Technology, 1996, ISBN 978-0534947286

      3. Other Books

        1. Introduction to the Theory of Finite-state Machines, A. Gill, McGraw-Hill, 1962
        2. Theory of Finite Automata with an Introduction to Formal Languages, J. Carroll, D. Long, Prentice Hall, Englewood Cliffs, 1989, ISBN 0-13-913708-4
        3. Switching and Finite Automata Theory: Computer Science Series, 2nd edition, Z. Kohavi, McGraw-Hill Higher Education, 1990, ISBN 0070353107
        4. An Introduction to Mathematical Machine Theory, S. Ginsburg, Addison Wesley, 1982, ISBN 0201023903
        5. Automata and Formal Languages: An Introduction, Dean Kelley, Prentice Hall, 1995, ISBN 978-0134977775
        6. Problem Solving in Automata, Languages, and Complexity, Ding-Zhu Du, Ker-I Ko, Wiley-Interscience, 2001, ISBN 978-0471439608
    3. Grammars

      1. Online Books

        1. Formal Grammar: Theory and Implementation, Robert Levine, Oxford University Press US, 1992, ISBN 019507310X
        2. Dynamic Syntax: The Flow of Language Understanding, Ruth M. Kempson, Wilfried Meyer-Viol and Dov M. Gabbay, Blackwell Publishing, 2001, ISBN 0631176136
        3. At the Syntax-Pragmatics Interface : Verbal Underspecification and Concept Formation in Dynamic Synta, Lutz Marten, Oxford University Press, 2002, ISBN 0199250642
        4. Introduction to Languages and the Theory of Computation, John C. Martin, McGraw-Hill Professional, 2003, ISBN 0072322004

      2. Book Support Sites

      3. Other Books

        1. Algebraic and automata theoretic properties of formal languages, Seymour Ginsburg, North-Holland, 1975, ISBN 0720425069
        2. Introduction to Formal Language Theory, M. A. Harrison, Addison-Wesley Longman, 1978, ISBN 0201029553
        3. Elements of the Theory of Computation, Harry R. Lewis and Christos H. Papadimitriou, Prentice Hall, 1997, ISBN 978-0132624787
        4. Formal Languages, Arto Salomaa, Academic Press, 1973, ISBN 978-0126157505

  2. Methods

    1. Parsing

      1. Online Books

        1. Parsing Techniques – A Practical Guide, Dick Grune and Ceriel H. Jacobs, Ellis Horwood, 1990, ISBN: 978-0136514312

      2. Book Support Sites

      3. Other Books

    2. String Matching/Searching

      1. Online Books

        1. Algorithms on strings, trees, and sequences: computer science and computational biology, Dan Gusfield, Cambridge University Press, 1997, ISBN 0521585198
        2. Introduction to Algorithms, Thomas H. Cormen, MIT Press, 2001, ISBN 0262032937

      2. Book Support Sites

        1. String Searching Algorithms, Graham A Stephen, 1994, ISBN 981-02-3703-0 (pbk)
        2. Pattern Recognition and String Matching, Dechang Chen and Xiuzhen Cheng, 2003, ISBN: 978-1-4020-0953-2

      3. Other Books

    3. Unification

      1. Online Books

        1. Term Rewriting and All That, Franz Baader, Tobias Nipkow, Cambridge University Press, 1998, ISBN: 0521779200

      2. Book Support Sites

      3. Other Books

        1. Symbolic Logic and Mechanical Theorem Proving, Chin-Liang Chang and Richard Char-Tung Lee, Academic Press, ISBN: 978-0121703509

  3. Core Techniques

    1. FFT

      1. Online Books

        1. Books about Fourier Transforms, Eric Weisstein's encyclopedia of scientific books, available online

      2. Book Support Sites

        1. Books about Fourier Transforms, Eric Weisstein's encyclopedia of scientific books, available online

      3. Other Books

    2. Cepstral Analysis
    3. Wavelets

      1. Online Books

        1. Books about Wavelets, Eric Weisstein's encyclopedia of scientific books, available online

      2. Book Support Sites

        1. Books about Wavelets, Eric Weisstein's encyclopedia of scientific books, available online

      3. Other Books

  4. Applications

    1. Speech Understanding

      1. Online Books

        1. Speech Synthesis and Recognition, J. N. Holmes, CRC Press, 2001, ISBN 0748408576
        2. Foundations of Statistical Natural Language Processing, Christopher D. Manning, Hinrich Schütze, MIT Press, 1999, ISBN 0262133601
        3. Speech and Language Processing, James H. Martin, Prentice Hall, 2000, ISBN 0130950696
        4. Readings in Speech Recognition, Alex Waibel, Kai-Fu Lee, Morgan Kaufmann, 1990, ISBN 1558601244
        5. Automatic Speech and Speaker Recognition: Advanced Topics, Chin-Hui Lee, Frank K. Soong, Kuldip K. Paliwal, Springer, 1996, ISBN 0792397061

      2. Book Support Sites

        1. Speech & Language Processing, Daniel Jurafsky, James H. Martin, Prentice-Hall, 2000, ISBN 0-13-095069-6

      3. Other Books

        1. Speech and Audio Signal Processing: Processing and Perception of Speech and Music, Ben Gold, Nelson Morgan, Wiley, 1999, ISBN 978-0-471-35154-2
        2. Speech Analysis Synthesis and Perception, J. Flanagan, Springer-Verlag, 1972, ISBN 978-0387055619
        3. Fundamentals of Speech Recognition, Lawrence Rabiner, Biing-Hwang Juang, Prentice Hall PTR, 1993, ISBN 978-0130151575
        4. Introducing Speech and Language Processing, John Coleman, Cambridge University Press, 2005, ISBN 978-0521530699
        5. Hidden Markov Models for Speech Recognition, X. D. Huang, Y. Ariki, Mervyn A. Jack, Edinburgh University Press, 1999, ISBN 0748601627
    2. dna/protein/amino acid sequence matching

      1. Online Books

        1. DNA, Words and Models, Stéphane Robin, François Rodolphe, Sophie Schbath, Cambridge University Press, 2005, ISBN: 052184729X
        2. Bioinformatics: Databases And Algorithms, N. Gautham, Alpha Science, 2006, ISBN: 1842653008

      2. Book Support Sites

        1. Bioinformatics: Sequence and Genome Analysis, David W. Mount, Cold Spring Harbor Laboratory Press, 2004, ISBN: 978-0879697129

      3. Other Books

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