Speech Recognition must read books
Speech Theory & Fundamentals
- Rabiner & Juang: Fundamentals of Speech Recognition (1993)
- Huang, Ariki, & Jack: Hidden Markov Models for Speech Recognition (1990)
- Young & Bloothooft: Corpus-Based Methods in Language and Speech Processing (1997)
- Jelinek: Statistical Methods for Speech Recognition (1998)
- O’Shaughnessy: Speech Communications: Human and Machine (1999)
- Huang, Acero, Acero, & Hon: Spoken Language Processing: A Guide to Theory, Algorithm, and System Development (2001) [I have]
- Chou & Juang: Pattern Recognition in Speech and Language Processing (2003)
- Schroeder: Computer Speech: Recognition, Compression, Synthesis (2004)
- Rabiner & Schafer: Introduction to Digital Speech Processing (2007)
- Jurafsky & Martin: Speech & Language Processing (2008) [I have]
- Deller, Hansen & Proakis: Discrete Time Processing of Speech Signals (1999)
Machine Learning
- Mitchell, Carbonell, & Michalski: Machine Learning: A guide to current research (1986)
- Hastie, Tibshirani, & Friedman: The Elements of Statistical Learning (2001)
- Bishop: Pattern Matching and Machine Learning (2006)
- Duda, Hart, & Stork: Pattern Classification (2006)
- Haykin: Neural Networks (1999)
Signal Processing
- Rabiner & Shafer: Digital Processing of Speech Signals (1978)
- Proakis & Manolakis: Digital Signal Processing: Principles, Algorithms, and Applications (2006)
Algorithms & General Computer Science
- Stark & Woods: Probability, random processes, and estimation theory for engineers (1986)
- Sedgewick: Algorithms in Java (2003)
- Aho: Compilers: Principles, Techniques, and Tools (2007)
- Grune & Jacobs: Parsing techniques: A Practical Guide (2008)
- Cormen, Leiserson, Rivest & Stein: Introduction to Algorithms (2nd Edition) (2001) [I have]
Natural Language Processing / Computational Linguistics
- Winograd: Language as a Cognitive Process (1983)
- Allen: Natural Language Understanding (1995)
- Young and Bloothooft: Corpus-Based Methods in Language and Speech Processing (1997)
- Manning & Schütze: Foundations of statistical natural language processing (1999)
- Mitkov: The Oxford Handbook of Computational Linguistics (2003)
Speech UI Design
- Chafe: Discourse, Consciousness, and Time: The Flow and Displacement of Conscious Experience in Speaking and Writing (1994)
- Bullinger & Ziegler: Human-computer Interaction: Ergonomics and User Interfaces (1999)
- Weinschenk & Barker: Designing Effective Speech Interfaces (2000)
- Jacko & Sears: The Human-Computer Interaction Handbook: Fundamentals, Evolving Technologies, and Emerging Applications (2003)
- Kotelly: The Art and Business of Speech Recognition: Creating the Noble Voice (2003)
- Cohen & Giangola: Voice User Interface Design: User Interface Design (2004)
- Harris: Voice Interaction Design: Crafting the New Conversational Speech Systems (2004)
- Sims: Berkshire Encyclopedia of Human-computer Interaction: Volume 1 (2004)
- Dahl: Practical Spoken Dialog Systems (2005)
- Nass & Brave: Wired for Speech: How Voice Activates and Advances the Human-computer Relationship (2005)
