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Ben-Gurion University

Department of Biomedical Engineering

 

 Yaniv Zigel, Ph.D.

Lecturer, Department of Biomedical Eng.

Head, Biomedical Signal Processing Lab.

         

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Born: 1970, Israel 

B.Sc.: 1992, Ben-Gurion University, Beer-Sheva, Israel. 

M.Sc.:1998 (Cum Laude), Ben-Gurion University, Beer-Sheva, Israel.

Ph.D.: 2004, Ben-Gurion University, Beer-Sheva, Israel.

Research Interests: Digital signal processing, biomedical signal processing, speech and audio signal processing, statistical pattern recognition, speaker recognition, speech recognition, compression and coding of digital signals, algorithm development. 

Email: yaniv@bgu.ac.il

Tel.: +972-8-6428372

Fax.: +972-8-6428371

To the Biomedical Signal Processing Research Lab. web page

Courses:

"Physiological Signal Processing" - 367-1-4651

"Physiological Signal Processing Laboratory" - 367-1-4083

"Introduction to Signal Processing" - 367-1-4241

"Medical Instrumentation" – 367-1- 3301

Recent Publications:

Textbooks

Yaniv Zigel, Digital Systems: exercise textbook, Ben-Gurion University, 1998 (in Hebrew)

 

Book Chapters

1.      Zigel, Y., Cohen, A. and Kats, A., "The Weighted Diagnostic Distortion (WDD) Measure for ECG Signal Compression," Yearbook of Medical Informatics, 2002: Medical imaging informatics, Schattauer, Germany, Haux Reinhold and Kulikowski Casimir (Eds.), pp. 465-473, 2002.

2.      Noam Shabtai, Boaz Rafaely and Yaniv Zigel. "The Effect of Reverberation on Optimal GMM Order and CMS Performance in Speaker Verification Systems," Advances in Speech Recognition, Noam Shabtai (Ed.), ISBN: 978-953-307-097-1, Sciyo, 2010.

 

Journals/Transactions

1. A. Cohen and Y. Zigel, "Compression of Multichannel ECG Through Multichannel Long Term Prediction," IEEE BME magazine, Vol. 17, pp. 109-115, 1998.

2. Zigel, Y., Cohen, A. and Kats, A., "ECG Signal Compression Using Analysis by Synthesis Coding," IEEE Trans. on Biomedical Eng., vol. 47, pp. 1308-1316, Oct. 2000.

3. Zigel, Y., Cohen, A. and Kats, A., "The Weighted Diagnostic Distortion (WDD) Measure for ECG Signal Compression," IEEE Trans. on Biomedical Eng., vol. 47, pp. 1422-1430, Nov. 2000.

4. Y. Zigel, D. Litvak, and I. Gannot, "A Method for Automatic Fall Detection of Elderly People using Floor Vibrations and Sound - Proof of concept on human mimicking doll falls," IEEE Trans. on Biomedical Eng., Vol. 56, No. 12, pp. 2858-2867, 2009.

5. N. Shabtai, Y. Zigel, and B. Rafaely, "Room volume classification from room impulse response using statistical pattern recognition and feature selection" Journal of the Acoustical Society of America, Vol. 128, Issue 3, pp. 1155-1162, September, 2010.

6. E. Goldshtein, A. Tarasiuk, and Y. Zigel, "Automatic Detection of Obstructive Sleep Apnea using Speech Signals," IEEE Trans. on Biomedical Eng., Vol. 58, No. 5, pp.1373-82, 2011.

7.  N. Ben-Israel, Y. Zigel, A. Tal, Y. Segev, and A. Tarasiuk, "Adenotonsillectomy Improves Slow Wave Activity in Children with Obstructive Sleep Apnea" the European Respiratory Journal, Sept. 2010, (Epub ahead of print).

8. N. Shabtai, B. Rafaely, and Y. Zigel, "The effect of reverberation on the performance of cepstral mean subtraction in speaker verification," Journal of applied acoustics, Vol. 72, Issues 2-3, pp. 124-126, February, 2011.

9. N. Shabtai, Y. Zigel, and B. Rafaely, "Room volume classification from reverberant speech" submitted to the Journal of the Acoustical Society of America, 2010.

10. G. Dobry, R. Hecht, M. Avigal, and Y. Zigel, "Supervector Dimension Reduction for Efficient Speaker Age Estimation Based on the Acoustic Speech Signal," IEEE Trans. on audio, speech, and language processing, 2011 (in press).

11. Y. Zigel, M. Mor, E. Zvi, V. Zviling, O. Gil, A. Katz , and Y. Etzion, "A surface ECG-based algorithm to determine the atrial refractoriness of rodents during electrophysiological study," submitted to Journal of Applied Physiology, 2010

Journals/Transactions papers in preparation

12. Nir Ben-Israel, Ariel Tarasiuk, and Yaniv Zigel, "Acoustic Analysis of Snoring Sounds in Obstructive Sleep Apnea Patients."

13. N. Weissman, A. Katz, and Y. Zigel, "A Method for Atrial Electrical Activity detection from Surface ECG Signals."

14. Y. Zigel, “Feature Selection for Speaker Verification.”

15. Peer, I., Rafaely B., and Zigel Y., "Compensation Methods for Reverberant Speech in Speaker Verification."

Full-Length Refereed Conference Papers

1. Y. Zigel , A. Cohen and A. Katz, "A diagnostic meaningful distortion measure for ECG compression," Proc. 19th Conv. Of Electrical & Electronic Eng. In Israel, pp. 117-120, 1996.

2. Y. Zigel, A. Cohen, A. Abu-Ful, A. Wagshal, and A. Katz, "Analysis by Synthesis ECG Signal Compression," Computers in Cardiology 1997, Vol. 24, pp. 279-282, 1997.

3. Zigel Y. and Cohen A., "On the optimal distortion measure for ECG compression," EMBEC'99, Vienna, pp. 1618-1619, Nov. 1999.

4. A. Cohen and Y. Zigel, “On Feature Selection for Speaker Verification,” Proceedings of COST 275 workshop on The Advent of Biometrics on the Internet, Nov. 2002.

5. Y. Zigel and A. Cohen, “On Cohort Selection for Speaker Verification,” Proc. of Eurospeech 2003, pp. 2977-2980, Geneva, 2003.

6. Y. Zigel and A. Cohen, “Text-Dependent Speaker Verification Using Feature Selection with Recognition Related Criterion,” Proc. Odyssey 2004 The Speaker and Language Recognition Workshop, pp. 329-336, Toledo, 2004.

7. Y. Zigel and M. Wasserblat, “How to Deal with Multiple Targets in Speaker Identification systems?,” Odyssey 2006 The Speaker and Language Recognition Workshop, San Juan, 2006.

8. I. Peer, B. Rafaely and Y. Zigel, "Room Acoustic Parameters Affecting Speaker Recognition Degradation Under Reverberation," The Joint Workshop on Hands-free Speech Communication and Microphone Arrays, Trento, 2008.

9. I. Peer, B. Rafaely and Y. Zigel, "Reverberation Matching for Speaker Recognition," Int. Conf. Acoust., Speech, Sig. Proc, Las-Vegas, 2008.

10. N. Shabtai, Y. Zigel, and B. Rafaely, "The Effect of GMM Order and CMS on Speaker Recognition with Reverberant Speech," The Joint Workshop on Hands-free Speech Communication and Microphone Arrays, Trento, 2008.

11. D. Litvak, Y. Zigel, and I. Gannot, "Fall Detection of Elderly through Floor Vibrations and Sound," Proc. of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, (Student competition finalist), Vancouver, Canada, 2008.

12. Y. Zigel, A. Tarasiuk, and E. Goldshtein, "Analysis of Speech Signals among Obstructive Sleep Apnea Patients," Proc. IEEE 25th Conv. of Electrical & Electronic Eng. In Israel, Eilat, Dec. 2008.

13. D. Litvak, Y. Zigel and I. Gannot, "Detection of Falls at Home using Floor Vibrations and Sound," Proc. IEEE 25th Conv. of Electrical & Electronic Eng. In Israel, Eilat, Dec. 2008.

14. Noam R. Shabtai, Yaniv Zigel and Boaz Rafaely, "The Effect of Room Parameters on Speaker Verification Using Reverberant Speech," Proc. IEEE 25th Conv. of Electrical & Electronic Eng. In Israel, Eilat, Dec. 2008.

15. I. Peer, B. Rafaely and Y. Zigel, "Reverberation Compensation for Speaker Verification," Proc. IEEE 25th Conv. of Electrical & Electronic Eng. In Israel, Eilat, Dec. 2008.

 

16. Noam R. Shabtai, Yaniv Zigel and Boaz Rafaely, "Estimation the Room Volume from Room Impulse Response via Hypothesis Verification Approach," IEEE Workshop on Statistical Signal Processing, Cardiff, 2009.

17. Ron M Hecht, Omer Hezroni, Amit Manna, Ruth Aloni-Lavi, Gil Dobry, Amir Alfandary, and Yaniv Zigel, "Age Verification using a Hybrid Speech Processing Approach," proc. Interspeech, Brighton, 2009.

18. Gil Dobry, Ron M. Hecht, Mireille Avigal, and Yaniv Zigel, "Dimension Reduction Approaches for SVM-Based Speaker Age Estimation," proc. Interspeech, Brighton, 2009.

19. Ron M Hecht, Omer Hezroni, Amit Manna, Gil Dobry, Yaniv Zigel, Naftali Tishby, " Information Bottleneck Based Age Verification," proc. Interspeech, Brighton, 2009.

20. N. Weissman, A. Katz, and Y. Zigel, "A New Method for Atrial Electrical Activity Analysis from Surface ECG Signals Using an Energy Ratio Measure," Computers in Cardiology, 2009.

21. Noam R. Shabtai, Yaniv Zigel and Boaz Rafaely, "Feature selection for room volume identification from room impulse response," IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009.

 

22. Nir Ben-Israel, Ariel Tarasiuk, and Yaniv Zigel, "Nocturnal Sound Analysis for the Diagnosis of Obstructive Sleep Apnea," Proc. of the 32th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, 2010.

 

23. Royi Porat, Dan Lange, and Yaniv Zigel, "Age Recognition Based on Speech Signals Using Weights Supervector," proc. Interspeech, Japan, 2010.

 

24. Noam Shabtai, Boaz Rafaely, and Yaniv Zigel, "Room Volume Classification from Reverberant Speech," IWAENC 2010, Tel-Aviv, 2010.

 

Conference Abstracts and Technical Reports (partial list)

1. Yaniv Zigel, Arnon Cohen, and Amos Katz, “ECG Signal Compression using Analysis by Synthesis Coding,” Annual meeting, Israeli Society for Medical and Biological Eng., Tel-Aviv, Israel, 1999.

2. Yaniv Zigel and Arnon Cohen, “Feature Selection for Speaker Recognition in Audio Browsing,” Models for Unified Multimedia Information Retrieval (MOUMIR) meeting, Lisbon, Portugal, 2001.

3. Arnon Cohen and Yaniv Zigel, “Feature Selection in Speaker Verification Systems,” IBM’s Speech Technology Seminar 2003, Haifa, Israel, 2003.

4. D. Litvak, Y. Zigel, and I. Gannot, "Fall Detection of Elderly through Floor Vibrations and Sound," Annual meeting, Israeli Society for Medical and Biological Eng., Tel-Aviv, Israel, 2008.

      5. Y. Zigel, M. Mor, A. Katz, V. Zviling, O. Gil, and Y. Etzion, "Automatic Surface ECG-Based Analysis of Atrial Electrical Activity Refractoriness – The Rodent Model," 56th Annual Congress of the IHS in Association with ISCS, Tel-Aviv, 2009

 

Patents

1. M. Wasserblat, Y. Zigel, and O. Pereg, “Method and Apparatus for Speaker Spotting,” European Patent EP1662483, United States Patent 20060111904, 2004.

2. Y. Zigel and M. Wasserblat, “Method and Apparatus for Large-Population Speaker Identification System in Telephone-Interactions,” PCT/IL2006/001224, 2006.

      3. I. Gannot, D. Litvak and Y. Zigel, “Fall Detection of elderly through floor vibrations and sound”, Provisional application No. 61/064,508, 11 March 2008.

 

M.Sc. Thesis - ECG Signal Compression, 1998

Ph.D. Thesis –Feature Selection for Speaker Recognition, 2004

 

REVIEWER:

Journals:

·        IEEE Transactions on Biomedical Engineering

·        IEEE Transactions on Audio, Speech, & Language Processing

·        Journal Medical & Biological Engineering & Computing (MBEC)

·        EURASIP Journal on Applied Signal Processing

·        BioMedical Engineering OnLine

·        Pattern Analysis and Applications Journal

Conferences:

  • 5th International Conference on Technology and Automation (ICTA’05)

 

 


 
 

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