Conference Publications

56. PDF Format Mustafa Eyceoz, Justin Lee, Siddharth Pittie, and Homayoon Beigi, ``Robust Open-Set Spoken Language Identifiation and the CU MultiLang Dataset,'' 10th Intelligent Systems Conference (IntelliSys 2024), Amsterdam, Sep. 5-6, 2024.

55. J. Song, H. Beigi, A. Davoudi, M.V. McDonald, S. Sridharan, K.H. Bowles, J. Shang, P.W. Stone, and M. Topaz, ``Analyzing Patient-Clinician Communication: How Speech Processing Predicts Palliative Care Decision,'' Voice AI Symposium, The Bridge2AI-Voice Consortium, Tampa, Florida, May 1-2, 2024.

54. PDF Format J. Nathaniel Holmes and Homayoon Beigi, ``Counterexamples for the Use of Spectrogram Comparison as a Method of Forensic Speaker Identification,'' Annual Conference of the American Academy of Forensic Sciences (AAFS), Denver, Colorado, USA, Feb. 19-24, 2024.

53. PDF Format Xing Yi Liu and Homayoon Beigi, ``Efficient Ensemble for Multimodal Punctuation Restoration using Time-Delay Neural Network,'' IEEE IMCOM (International Conference on Ubiquitous Information Management and Communication), Kuala Lumpur, Malaysia, Jan. 3-5, 2024.

52. PDF Format Eleonora M. Tronci and Homayoon Beigi and Maria Q., Feng and Raimondo Betti, ``Transfer Learning form Audio Domains a Valuable Tool for Structural Health Monitoring,'' Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics, Feb. 8-11, 2021. Recipient of the Best Paper Award in the Dynamics of Civil Structures Technical Division

51. PDF Format Kyle L. Holm and Homayoon Beigi and Raimondo Betti, ``Application of Speaker Recognition {\it x}-Vectors to Structural Health Monitoring,'' Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics, Feb. 8-11, 2021.

50. PDF Format Amith Ananthram, Kailash Karthik Saravanakumar, Jessica Huynh, and Homayoon Beigi, ``Multi-Modal Emotion Detection with Transfer Learning,'' Natural Language, Dialog and Speech Symposium (NDS2020), Nov. 13, 2020, New York Academy of Science, New York City, USA, Download the related poster here.

49. PDF Format Shivali Goel and Homayoon Beigi, ``Cross-Lingual Cross-Corpus Speech Emotion Recognition,'' 14th Annual Machine Learning Symposium, March. 13, 2020, New York Academy of Science, New York City, USA, ArXiv.2003.07996, https://arxiv.org/pdf/2003.07996, Download the related poster here.

48. PDF Format Bryan Li, Xinyue Wang, and Homayoon Beigi, ``Automatic Speech Recognition of Cantonese using Transfer Learning from Mandarin,'' Natural Language, Dialog and Speech (NDS) Symposium, Nov. 22, 2019, New York Academy of Science, New York City, USA, ArXiv.1911.09271, https://arxiv.org/pdf/1911.09271. Download the related poster here.

47. PDF Format Samarth Tripathi, Sarthak Tripathi, and Homayoon Beigi, ``Multi-Modal Emotion Recognition on IEMOCAP Dataset using Deep Learning,'' ArXiv.1804.05788, https://arxiv.org/pdf/1804.05788, Nov. 6, 2019.

46. PDF Format David Williams-King, Yanbei Pang, Avijit Shah and Homayoon Beigi, ``Training a Custom Speech System for Coding by Voice,'' The 20th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS18), Galway, Ireland, Oct. 22-24, 2018.

45. PDF Format Sidhi Adkoli and Homayoon Beigi, ``Spoken Language Identification using a Combined Language Model,'' The 12th Annual Machine Learning Symposium, Mar. 9, 2018, New York Academy of Science, New York City, USA.

44. PDF Format Luciana Balsamo, Raimondo Betti, and Homayoon Beigi, ``Damage Detection Using Large-Scale Covariance Matrix,'' Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Ch. 10, vol. 5, pp. 89-98.

43. Homayoon Beigi ``Mobile Device Transaction Using Multi-Factor Authentication,'' SpeechTEK 2013, August 19-21, 2013, New York City, U.S.A.

42. PDF Format Luciana Balsamo, Raimondo Betti, and Homayoon Beigi, ``Structural Damage Detection Using Speaker Recognition Techniques,'' 11th International Conference on Structural Safety & Reliability (ICOSSAR 2013), June 16-20, 2013, Columbia University, New York City, U.S.A.

41. Homayoon Beigi ``Speaker Recognition in Distance Learning,'' SpeechTEK 2009, August 24-26, 2009, New York City, U.S.A.

40. PDF Format Homayoon Beigi ``Effects of Time Lapse on Speaker Recognition Results,'' 16th International Conference on Digital Signal Processing, Santorini, Greece, July 5-7, 2009, pp. 1-6.

39. PDF Format Homayoon Beigi and Judith Markowitz ``A Standard Audio Encapsulation Method,'' W3C Workshop on Speaker Biometrics and VoiceXML 3.0, March 5-6, 2009, Menlo Park, CA, USA.

38. HTML PDF Format Homayoon S.M. Beigi ``Challenges of Large-Scale Speaker Recognition,'' Keynote Speech at the COST275 Workshop on Biometrics on the Internet, October 27-28, 2005, Herfordshire University, Hatfield, United Kingdom.

37. PostScript Format PDF Format Homayoon S.M. Beigi ``Aggressive Compression of the Dynamics of Handwriting and Signature Signals,'' IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME2004), Taipei, Taiwan, June 27-30, 2004, Vol. 2, pp. 1447-1450.

36. PDF Format M. Viswanathan, F. Maali, A. Tritschler, and H. Beigi ``Multimedia Search for the Net.,'' Proc. SSGRR 2001, 2nd Intl. Conf. on Advances in Infrastructure for E-Business, E-Science, and E-Education on the Internet, L'Aquila, Italy, August 2001.

35. PostScript Format PDF Format Mahesh Viswanathan, Homayoon S.M. Beigi and Fereydoun Maali, ``Information Access Using Speech, Speaker and Face Recognition ,'' 2000 IEEE International Conference on Multimedia and Expo (ICME2000), New York City, New York, USA, July 2000.

34. PostScript Format PDF Format Mahesh Viswanathan, Homayoon S.M. Beigi, Alain Tritschler and Fereydoun Maali, ``TranSegId: A System for Concurrent Speech Transcription, Speaker Segmentation and Speaker Identification,'' WAC2000, Wailea, USA, June 11-16, 2000.

33. PDF Format Mahesh Viswanathan, Homayoon S.M. Beigi, Alain Tritschler and Fereydoun Maali, ``Multimedia Content Indexing and Retrieval Using Speech and Speaker Recognition,'' Recherche d'Informations Assistee par Ordinateur, RIAO2000, Paris, France, April 12-14, 2000, pp. 96--105.

32. PostScript Format PDF Format Konstantin E. Avrachenkov, Homayoon S.M. Beigi, and Richard W. Longman, ``Operator-Updating Procedures for Quasi-Newton Iterative Learning Control in Hilbert Space,'' Invited Paper, IEEE CDC'99, Phoenix, AZ, December 3-7, 1999.

31. PostScript Format PDF Format Mahesh Viswanathan, Homayoon S.M. Beigi, Satya Dharanipragada, Alain Tritschler, ``Retrieval from Spoken Document using Content and Speaker Information,'' International Conference on Document Analysis and Retrieval, ICDAR99, Bangalore, India, September 20-22, 1999, pp. 576-581.

30. PostScript Format PDF Format Homayoon S.M. Beigi, Stephane H. Maes, Upendra V. Chaudhari, and Jeffrey S. Sorensen , ``A Hierarchical Approach to Large-Scale Speaker Recognition,'' EUROSPEECH'99, Budapest, Hungary, September 5-9, 1999, Vol. 5, pp. 2203-2206.

29. PostScript Format PDF Format Upendra V. Chaudhari, Homayoon S.M. Beigi, Stephane H. Maes, and Jeffrey S. Sorensen, ``Multi-Environment Speaker Verification,'' AUTOID'99, New Jersey, 1999.

28. PostScript Format PDF Format Homayoon S.M. Beigi and Stephane S. Maes, ``A Distance Measure Between Collections of Distributions and its Application to Speaker Recognition,'' ICASSP'98, Seattle, Washington, May. 23-27, 1998.

27. PostScript Format PDF Format Homayoon S.M. Beigi and Stephane S. Maes, ``Speaker, Channel and Environment Change Detection,'' Proceedings of the World Congress on Automation, Anchorage, Alaska, May. 18-22, 1998.

26. PostScript Format PDF Format Homayoon S. M. Beigi, Stephane H. Maes, Upendra V. Chaudhari, and Jeffrey S. Sorensen, ``IBM Model-Based and Frame-By-Frame Speaker Recognition,'' Speaker Recognition and its Commercial and Forensic Appications, Avignon, France, Apr. 20-23, 1998.

25. PostScript Format PDF Format Stephane H. Maes and Homayoon S.M. Beigi, ``Open SESAME! Speech, Password or Key to Secure Your Door?'' , Asian Conference on Computer Vision, Hong Kong, Jan. 8-11, 1998.

24. Homayoon S.M. Beigi ``Starting Up as an ISP,'' Keynote Speech at the Third Annual Workshop on Frontiers in Distributed Information Systems (FDIS'97) June 1-4, 1997, Aspen, Colorado.

23. PostScript Format PDF Format Homayoon S.M. Beigi, ``Processing, Modeling and Parameter Estimation of the Dynamic On-Line Handwriting Signal,'' Proceedings of the World Congress on Automation, Montpellier, France, May. 27-30, 1996.

22. PostScript Format PDF Format Homayoon S.M. Beigi, ``Pre-Processing the Dynamics of On-Line Handwriting, Feature Extraction and Recognition,'' Proceedings of the International Workshop on Frontiers of Handwriting Recognition, Colchester, England, Sep. 2-5, 1996, pp. 255-258.

21. PostScript Format PDF Format Homayoon S.M. Beigi, Krishna S. Nathan and Jayashree Subrahmonia, ``On-Line Unconstrained Handwriting Recognition Based on Probabilistic Techniques,'' ICEE-95, Tehran, Iran, May 15-18, 1995.

20. PostScript Format PDF Format Krishna S. Nathan, Homayoon S.M. Beigi, Gregory J. Clary, Jayashree Subrahmonia and Hiroshi Maruyama, ``Real Time On-Line Unconstrained Handwriting Recognition using Statistical Methods,'' ICASSP-95, Detroit, Michigan, May 8-12, 1995.

19. PostScript Format PDF Format Homayoon S.M. Beigi, Krishna Nathan, Gregory J. Clary, and Jayashree Subrahmonia, ``Challenges of Handwriting Recognition in Farsi, Arabic and Other Languages with Similar Writing Styles -- An On-line Digit Recognizer,'' Proceedings of the 2nd Annual Conference on Technological Advancements in Developing Countries, Columbia University, New York, July 23-24, 1994.

18. PostScript Format PDF Format Homayoon S.M. Beigi, Krishna Nathan, Gregory J. Clary, and Jayashree Subrahmonia, ``Size Normalization in Online Unconstrained Handwriting Recognition,'' The IEEE International Conference on Image Processing, Austin, Texas, November 13-16, 1994, Vol. I, pp. 169-172.

17. PostScript Format PDF Format Homayoon Beigi, ``Neural Network Learning Through Optimally Conditioned Quadratically Convergent Methods Requiring NO LINE SEARCH,'' IEEE-36th Symposium on Circuits and Systems, Detroit, Michigan, August 16-18, 1993.

16. PostScript Format PDF Format Homayoon S.M. Beigi, ``An Overview of Handwriting Recognition,'' Proceedings of the 1st Annual Conference on Technological Advancements in Developing Countries, Columbia University, New York, July 24-25, 1993, pp. 30-46.

15. PostScript Format PDF Format Homayoon S.M. Beigi, ``Automation in Manufacturing,'' Proceedings of the 1st Annual Conference on Technological Advancements in Developing Countries, Columbia University, New York, July 24-25, 1993, pp. 85-92.

14. Tetsu Fujisaki, Krishna Nathan, Wongyu Cho and Homayoon Beigi, ``On-line Unconstrained Handwriting Recognition by Probabilistic Methods,'' The 3rd International Workshop on Frontiers of Handwriting Recognition, Buffalo, New York, May 25-27, 1993.

13. PostScript Format PDF Format Homayoon S. M. Beigi, T. Fujisaki, W. Modlin, and K. Wenstrup, ``A Post-Processing Error-Correction Scheme Using a Dictionary for On-Line Boxed and Runon Handwriting Recognition,'' Proceedings of the Canadian Conference on Electrical and Computer Engineering, Toronto, Canada, Sep. 13-16, 1992, Vol. II, pp. TM10.5.1-4.

12. PostScript Format PDF Format Homayoon S. M. Beigi, ``Character Prediction for On-line Handwriting Recognition,'' Proc. of Canadian Conference on Electrical and Computer Engineering, Toronto, Canada, Sep. 13-16, 1992, Vol. II, pp. TM10.3.1-4.

11. PostScript Format PDF Format Homayoon S. M. Beigi and T. Fujisaki, ``A Character Level Predictive Language Model and Its Application to Handwriting Recognition,'' Proceedings of the Canadian Conference on Electrical and Computer Engineering, Toronto, Canada, Sep. 13-16, 1992, Vol. I, pp. WA1.27.1-4.

10. PostScript Format PDF Format Homayoon S. M. Beigi and T. Fujisaki, ``A Flexible Template Language Model and its Application to Handwriting Recognition,'' Proceedings of the Canadian Conference on Electrical and Computer Engineering, Toronto, Canada, Sep. 13-16, 1992, Vol. I, pp. WA1.28.1-4.

9. PostScript Format PDF Format Homayoon S. M. Beigi, ``An Adaptive Control Scheme Using the Generalized Secant Method,'' Proceedings of the Canadian Conference on Electrical and Computer Engineering, Toronto, Canada, Sep. 13-16, 1992, Vol. II, pp. TA7.21.1-4.

8. PostScript Format PDF Format Homayoon S. M. Beigi, ``A Parallel Network Implementation of The Generalized Secant Learning-Adaptive Controller,'' Proc. of Canadian Conference on Electrical and Computer Engineering, Toronto, Canada, Sep. 13-16, 1992, Vol. II, pp. MM10.1.1-4.

7. PDF Format Homayoon S.M. Beigi, C. James Li and R.W. Longman, ``Learning Control Based on Generalized Secant Methods and Other Numerical Optimization Methods,'' Sensors, Controls, and Quality Issues in Manufacturing, ASME:Atlanta, PED-Vol.55, pp. 163-175, December 1991.

6. Homayoon S.M. Beigi and C. James Li, ``Learning Algorithms for Neural Networks Based on Quasi-Newton Methods with Self-Scaling,'' Intelligent Control Systems, Dynamic Systems and Control Vol. 23, the ASME Winter Annual Meeting, Dallas, TX, Nov. 25-30, 1990, pp. 23-28.

5. C. James Li, Homayoon S.M. Beigi, Shengyi Li, and Jiancheng Liang, ``A Self-tuning Regulator with Learning Parameter Estimation,'' Robotics Research, Dynamic Systems and Control Vol. 26, The ASME Winter Annual Meeting, Dallas, TX, Nov. 25-30, 1990, pp. 1-6.

4. Homayoon S.M. Beigi and C. James Li, ``New Neural Network Learning Based on Gradient-Free Optimization Methods,'' Recipient of IEEE Best Paper Award, The IEEE 1990 Long Island Student Conference on Neural Networks, Old Westbury, NY, April 21, 1990, pp. 9-12.

3. Homayoon S.M. Beigi and C. James Li, ``Neural Network Learning Based on Quasi-Newton Methods with Initial Scaling of Inverse Hessian Approximate,'' Recipient of IEEE Best Paper Award, The IEEE 1990 Long Island Student Conference on Neural Networks, Old Westbury, NY, April 21, 1990, pp. 49-52.

2. Homayoon S.M. Beigi and C. James Li, ``A New Set of Learning Algorithms for Neural Networks,'' Proc. of the ISMM International Symposium, Computer Applications in Design, Simulation and Analysis, New Orleans, LA, March 5-7, 1990, pp. 277-280.

1. R. W. Longman, Homayoon S.M. Beigi, C. James Li, ``Learning Control by Numerical Optimization Methods,'' Proceedings of the Modeling and Simulation Conference, Control, Robotics, Systems and Neural Networks, Pittsburgh, PA, Vol. 20, May 1989, pp. 1877-1882.


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