Book

Homayoon Beigi, Mathematics of Machine Learning and Pattern Recognition, Springer, New York (to be released in Fall of 2024).

Homayoon Beigi, Fundamentals of Speaker Recognition, Springer, New York, 2011, ISBN: 978-0-387-77591-3, second edition due to be released in Fall of 2024.(Over 90,000 copies downloaded and Top 25% Downloaded Springer ebook from 2012 to 2023)

PostScript Format PDF Format Homayoon S.M. Beigi, ``Neural Network Learning and Learning Control Through Optimization Techniques,'' Doctoral Thesis, School of Engineering and Applied Science, Columbia University, New York City, New York, 1991.

Book Chapters

PDF Format Kyle L. Hom, Homayoon Beigi, and Raimondo Betti “Application of Speaker Recognition x-Vectors to Structural Health Monitoring”, In: Mao, Zhu (ed), Model Validation and Uncertainty Quantification, Vol. 3, Ch. 13, pp. 139-148, isbn: 978-3-030-77348-9. Springer International Publishing, Berlin, Heidelberg, 2022, 10.1007/978-3-030-77348-9_18.

PDF Format Eleonora M. Tronci, Homayoon Beigi, Maria Q. Feng, and Raimondo Betti “Transfer Learning from Audio Domains: A Valuable Tool for Structureal Health Monitoring ”, In: Grimmelsman, Kirk (ed), Dynamics of Civil Structures, Vol. 2, Ch. 11, pp. 99-107, isbn: 978-3-030-77142-3. Springer International Publishing, Berlin, Heidelberg, 2022, 10.1007/978-3-030-77143-0 11.

PDF Format Homayoon Beigi, Speaker Recognition, In: Jajodia S., Samarati P., Yung M. (eds) Encyclopedia of Cryptography, Security and Privacy. Springer, Berlin, Heidelberg, 2021 10.1007/978-3-642-27739-9_747-2

PDF Format Homayoon Beigi, ``A Hybrid Approach to Automated Rating of Foreign Language Proficiency,'' Where Humans Meet Machines -- Innovative Solutions for Knotty Natural-Language problems, Amy Neustein and Judith Markowitz (Eds.), Springer, New York, 2013, ISBN: 980-953-307-576-6.

PDF Format Homayoon Beigi, ``Speaker Recognition: Advancements and Challenges,'' New Trends and Developments in Biometrics, Jucheng Yang and Shan Juan Xie (Eds.), 2012, ISBN: 980-953-307-576-6 DOI: 10.5772/52023.

Homayoon Beigi, ``Speaker Recognition,'' Encyclopedia of Cryptography and Security (2nd ed.), Henk C.A. van Tilborg and Sushil Jajodia (Eds.), Springer, New York, 2011, pp. 1232-1242, ISBN: 978-1-4419-5906-5, DOI: 10.1007/978-1-4419-5906-5_747.

PDF Format Homayoon Beigi, ``Speaker Recognition,'' Biometrics / Book 1, Jucheng Yang (ed.), Intech Open Access Publisher, 2011, pp. 3-28, ISBN: 978-953-307-618-8.

PostScript Format PDF Format Homayoon S.M. Beigi, ``Pre-Processing the Dynamics of On-Line Handwriting Data, Feature Extraction and Recognition,'' Progress in Handwriting Recognition, A.C. Downton and S. Impedovo (eds.), World Scientific Publishers, New Jersey, 1997, pp. 191-198, ISBN: 978-981-023-084-5.

PDF Format T. Fujisaki, H.S.M. Beigi, C.C. Tappert, M. Ukelson, and C.G. Wolf, ``Online Recognition of Unconstrained Handprinting: A Stroke-based System and Its Evaluation,'' From Pixels to Features III: Frontiers in Handwriting Recognition, S. Impedovo and J.C. Simon (eds.), Elsevier Science Publishers, B.V., 1992, pp.297-312, ISBN: 0-44-489665-1.