Publications

Research Interests

Speech signal processing, speaker recognition, spoofing countermeasures and audio forensics.

Journal Publications:

  • A. Büker, C. Hanilçi, "Deep convolutional neural networks for double compressed AMR audio detection", IET Signal Processing, pp. 1-16, 2021 [PDF]

  • C. Hanilçi, "Data selection for i-vector based automatic speaker verification anti-spoofing", Digital Signal Processing, vol. 72, pp. 171-180, January 2018 [PDF]

  • C. Hanilçi, "Linear prediction residual features for automatic speaker verification anti-spoofing", Multimedia Tools and Applications, vol. 77, no. 13, pp. 16099–16111, July 2018 [PDF]

  • Z. Wu, J. Yamagishi, T. Kinnunen, C. Hanilçi, M.Sahidullah, A. Sizov, N. Evans, M. Todisco, H. Delgado, "ASVspoof: the Automatic Speaker Verification Spoofing and Countermeasures Challenge, IEEE Journal on Selected Topics in Signal Processing, vol. 11, no. 4, pp. 588-604, June 2017 [PDF]

  • C. Hanilçi, T. Kinnunen, M. Sahidullah, A. Sizov, “Spoofing Detection Goes Noisy: An Analysis of Synthetic Speech Detection in the Presence of Additive Noise”, Speech Communication, vol. 85, pp. 83-97, December 2016 [PDF]

  • Cemal Hanilçi, Tomi Kinnunen, "Source Cell-Phone Recognition from Recorded Speech Using Non-Speech Segments", Digital Signal Processing, vol. 35, pp. 75-85, December 2014. [PDF]

  • Jouni Pohjalainen, Cemal Hanilçi, Tomi Kinnunen, Paavo Alku, "Mixture linear prediction in speaker verification under vocal effort mismatch", IEEE Signal Processing Letters, vol. 21, no. 12, pp. 1516-1520, July 2014. [PDF]

  • Cemal Hanilçi, Figen Ertaş, "Investigation of The Effect of Data Duration And Speaker Gender on Text-Independent Speaker Recognition", International Journal of Computers and Electrical Engineering vol. 39, no. 2, pp. 441-452, March 2013. [PDF]

  • Cemal Hanilçi, Tomi Kinnunen, Figen Ertaş, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku, "Regularized All-Pole Models for Speaker Verification Under Noisy Environments", IEEE Signal Processing Letters, vol. 19, no. 3, pp. 163-166, March 2012. [PDF]

  • Cemal Hanilçi, Figen Ertaş, Tuncay Ertaş, Ömer Eskidere, "Recognition of Brand and Models of Cell-Phones From Recorded Speech Signals", IEEE Transactions on Information Forensics & Security, vol. 7, no. 2, pp. 625-634, April 2012. [PDF]

  • Ömer Eskidere, Figen Ertaş, Cemal Hanilçi, "A Comparison of Regression Methods for Remote Tracking of Parkinson's Disease Progression", Expert Systems with Applications, vol. 39, no. 5, pp. 5523-5528, March 2012. [PDF]

  • Cemal Hanilçi, Figen Ertaş, "Comparison of The Impact of Some Minkowski Metrics on VQ/GMM Based Speaker Recognition", International Journal of Computers and Electrical Engineering, vol. 37, no. 1, pp. 41-56, January 2011. [PDF]

International Conference Publications:

  • M. Alper Balım, Cemal Hanilçi, Nurettin Acır, "Motor Imagery Signal Classification Using Constant-Q Transform for BCI Applications", to appear in EUSIPCO 2021. [PDF]

  • Aykut Büker, Cemal Hanilçi, "Angular Margin Softmax Loss and Its Variants for Double Compressed AMR Audio Detection", to appear in ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec'21)

  • Oğuzhan Kurnaz, Cemal Hanilçi, "Multi-Image Crowd Counting Using Multi-Column Convolutional Neural Network", Proc. ICICT 2021, London, UK, 2021. [PDF]

  • Aykut Büker, Cemal Hanilçi, "Double Compressed AMR Audio Detection Using Long-Term Features and Deep Neural Networks", Proc. ELECO 2019, Bursa, Turkey, December, 2019. [PDF]

  • Oğuzhan Kurnaz, Cemal Hanilçi, "Features and Regression Techniques for Crowd Density Estimaion: A Comparison", Proc. ELECO 2019, Bursa, Turkey, December 2019. [PDF]

  • Bekir Bakar, Cemal Hanilçi, "An Experimental Study on Audio Replay Attack Detection Using Deep Neural Networks", Proc. IEEE Workshop on Spoken Language Technology (SLT 2018), Athens, Greece 2018 [PDF]

  • Cemal Hanilçi, "Features and Classifiers for Replay Spoofing Attack Detection", Proc. ELECO 2017, pp. 1187-1191, Bursa, Turkey, December 2017. [PDF]

  • Cemal Hanilçi, "Speaker Verification Anti-spoofing Using Linear Prediction Residual Phase Features", Proc. EUSIPCO 2017, pp. 96-100, Kos Island, Greece, August 2017. [PDF]

  • Havva Çeliktaş, Cemal Hanilçi, "Impact of background language on Turkish text-dependent speaker verification", Proc. ICAT 2017, pp. 607-611, Istanbul, Turkey, May 2017. [PDF]

  • Cemal Hanilçi, Tomi Kinnunen, Md Sahidullah, Aleksandr Sizov, "Classifiers for Synthetic Speech Detection: A Comparison", Proc. Interspeech 2015, pp. 2057--2061, Dresden, Germany, September 2015. [PDF]

  • Md Sahidullah, Tomi Kinnunen, Cemal Hanilçi, "A Comparison of Features for Synthetic Speech Detection", Proc. Interspeech 2015, pp. 2087--2091, Dresden, Germany, September 2015. [PDF]

  • Zhizheng Wu, Tomi Kinnunen, Nicholas Evans, Junichi Yamagishi, Cemal Hanilçi, Md Sahidullah, Aleksandr Sizov, "ASVspoof 2015: The First Automatic Speaker Verification Spoofing and Countermeasures Challenge", Proc. Interspeech 2015, pp. 2037--2041, Dresden, Germany, September 2015. [PDF]

  • Cemal Hanilçi, Tomi Kinnunen, Padmanabhan Rajan, Jouni Pohjalainen, Paavo Alku, Figen Ertaş, "Comparison of Spectrum Estimators in Speaker Verification: Mismatch Conditions Induced by Vocal Effort", Proc. Interspeech 2013, pp. 2881--2885, Lyon, France, August 2013. [PDF]

  • Padmanabhan Rajan, Tomi Kinnunen, Cemal Hanilçi, Jouni Pohjalainen, Paavo Alku, "Using group delay functions from all-pole models for speaker recognition", Proc. Interspeech 2013, pp. 2489--2493, Lyon, France, August 2013 [PDF]

  • Rahim Saeidi, Kong Aik Lee, Tomi Kinnunen, Taufiq Hasan, Benoit Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo L. Sordo Martinez, Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Paddy Rajan, Ville Hautamaki, Cemal Hanilçi, Billy Braithwaite, Rosa Gonzalez Hautamaki, Seyed Omid Sadjadi, Liu Gang and Hynek Boril, "I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification", Proc. Interspeech 2013, pp. 1986--1990, Lyon, France, August 2013. [PDF]

  • Cemal Hanilçi, Figen Ertaş, "Optimizing Acoustic Features for Source Cell-Phone Recognition Using Speech Signals", in ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec'2013), Montpellier, France, June 2013. [PDF]

  • Cemal Hanilçi, Tomi Kinnunen, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku, Figen Ertaş, "Speaker Identification From Shouted Speech: Analysis and Compensation", Proc. Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2013), pp. 8027--8031, Vancouver, Canada, May 2013 [PDF]

  • Cemal Hanilçi, Tomi Kinnunen, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku, Figen Ertaş, "Regularization of all-pole models for speaker verification under additive noise", Odyssey: the speaker and language recognition workshop, Singapore, June 2012. [PDF]

  • Cemal Hanilçi, Tomi Kinnunen, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku, Figen Ertaş, Johan Sandberg, Maria Hansson-Sandsten, "Comparing spectrum estimators in speaker verification under additive noise degradation", Proc. Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2012), pp. 4769--4772, Kyoto, Japan, March 2012. [PDF]

  • Cemal Hanilçi, Figen Ertaş, "Impact of voice excitation features on speaker verification", 7th international conference on Electrical and Electronics Engineering, (ELECO 2011), Bursa, Turkey, 2011. [PDF]

  • Cemal Hanilçi, Figen Ertaş, "Score normalization for VQ-UBM based text-independent speaker verification", 7th international conference on Electrical and Electronics Engineering, (ELECO 2011), Bursa, Turkey, 2011. [PDF]

  • Cemal Hanilçi, Figen Ertaş, "VQ-UBM based speaker verification through dimension reduction using local PCA", 19th European Signal Processing Conference (EUSIPCO 2011), Barcelona-Spain 2011. [PDF]

  • Cemal Hanilçi, Figen Ertaş, "Principal component based classification for text-independent speaker identification", 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control (ICSCCW 2009), 2009. [PDF]

National Conference Publications (in Turkish) :

  • Oğuzhan Kurnaz, Cemal Hanilçi, "Multi-Image Crowd Density Estimation Using Multi Column Deep Neural Network", IEEE 28th Signal Processing and Communication Applications Conference (SIU 2020), Gaziantep, Turkey, doi: 10.1109/SIU49456.2020.9302347

  • Bekir Bakar, Cemal Hanilçi, "Replay Spoofing Attack Detection Using Deep Neural Networks", IEEE 26th Signal Processing and Communication Applications Conference (SIU 2018), İzmir, Turkey, doi: 10.1109/SIU.2018.8404584

  • Cemal Hanilçi, Havva Çeliktaş, "Turkish text-dependent Speaker Verification Using i-vector/PLDA Approach", IEEE 26th Signal Processing and Communication Applications Conference (SIU 2018), İzmir, Turkey, doi: 10.1109/SIU.2018.8404605

  • Cemal Hanilçi, "Doğrusal Öngörü Hatası ile Konuşmacı Tanıma Sistemlerine Karşı Saldırı Tespiti", IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU-2017), Mayıs 2017.

  • Havva Çeliktaş, Cemal Hanilçi, "Türkçe Metne Bağımlı Konuşmacı Tanıma Üzerine Bir Çalışma", IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU-2017), Mayıs 2017.

  • Cemal Hanilçi, Figen Ertaş, "Destek Vektör Makineleri ile Konuşmacı Doğrulamada Kanal Etkilerinin Dengelenmesi;" , IEEE Sinyal işleme ve iletişim uygulamaları Kurultayı (SIU-2012), Nisan 2012.

  • Cemal Hanilçi, Figen Ertaş, "Konuşmacı Tanıma Sistemi için Yeni Bir Sınıflandırıcı" , ELECO 2008.

National Journal Publications :

  • Cemal Hanilçi, "Audio Steganalysis Using Gaussian Mixture Models and Magnitude Spectrum Features", Science and Engineering Journal of Fırat University, vol. 29, no. 2, pp. 75-79, 2017.

  • Cemal Hanilçi, "Effect of Language Mismatch on Turkish Speaker Verification", Uludağ University, Journal of the Faculty of Engineering, vol. 22, no. 1, pp. 189-196, 2017.

  • Cemal Hanilçi, Figen Ertaş, "Effects Of Background Data Duration On Speaker Verification Performance", Uludağ University Journal of the Faculty of Engineering and Architecture, vol.18, no. 1, pp. 111-119, 2013.

  • Cemal Hanilçi, Figen Ertaş, "On the parameters of text-independent speaker identification using continuous HMMs", Uludağ University Journal of the Faculty of Engineering and Architecture, vol.12, no. 1, pp. 109-114, 2007.