Publications Journals

2024

A. Ivry, I. Cohen, and B. Berdugo, A User-centric Approach for Deep Residual-Echo Suppression in Double-talk, to appear in IEEE/ACM Trans. on Audio, Speech and Language Processing.
J. Wuth, R. Mahu, I. Cohen, R. Stern, and N. B. Yoma, A Unified Beamforming and Source Separation Model for Static and Dynamic Human-Robot Interaction, to appear in JASA Express Letters.
O. Peretz and I. Cohen, Constant Elevation-Beamwidth Beamforming with Concentric Ring Arrays, IEEE/ACM Trans. on Audio, Speech and Language Processing, Vol. 32, pp. 1662-1672, February 2024.
Y. Alkaher and I. Cohen, Howling Detection and Gain Control for Speech Reinforcement in Noisy Reverberant Environments, IEEE/ACM Trans. on Audio, Speech and Language Processing, Vol. 32, pp. 1494-1504, February 2024.
B. Dgani and I. Cohen, Efficient Cumulant-Based Automatic Modulation Classification Using Machine Learning, Sensors, Special Issue on Cognitive Radio Networks: Technologies, Challenges, and Applications, Vol. 4, No. 2, pp. 479-488, January 2024.
G. Itzhak and I. Cohen, Kronecker-Product Beamforming with Sparse Concentric Circular Arrays, IEEE Open Journal of Signal Processing, Vol. 5, pp. 64–72, January 2024 (also to be presented at ICASSP-2024).

2023

Y. Konforti, I. Cohen, and B. Berdugo, Multichannel Acoustic Echo Cancellation with Beamforming in Dynamic Environment, IEEE Open Journal of Signal Processing, Vol. 4, pp. 479-488, November 2023.
E. Dahan and I. Cohen, Deep Learning Based Multitask Ultrasound Beamforming, Information, Special Issue on Deep Learning for Image, Video and Signal Processing, Vol. 14, No. 10, Article 582, pp. 1-15, October 2023.
Y. Kahana, A. Aberdam, A. Amar, and I. Cohen, Deep-Learning-Based Classification of Cyclic Alternating Pattern Sleep Phases, Entropy, Special Issue on Signal and Information Processing in Networks, Vol. 20, No. 10, Article 1395, pp. 1-19, October 2023.
T. Rosenbaum, I. Cohen, and E. Winebrand, Crossband Filtering for Weighted Prediction Error Based Speech Dereverberation, Applied Sciences, Special Issue on Automatic Speech Signal Processing, Vol. 13, No. 17, Article 9537, pp. 1-15, August 2023.
V. P. Curtarelli and I. Cohen, Constant-Beamwidth LCMV Beamformer with Rectangular Arrays, Algorithms, Special Issue on Digital Signal Processing Algorithms and Applications, Vol. 16, No. 8, Article 385, pp. 1-14, August 2023.
C. Liu, I. Cohen, R. Vishinkin, and H. Haick, Nanomaterial-Based Sensor Array Signal Processing and Tuberculosis Classification Using Machine Learning, Journal of Low Power Electronics and Applications, Special Issue on Advances in Embedded Artificial Intelligence and Internet-of-Things, Vol. 13, No. 2, Article 39, pp. 1-26, June 2023.
G. Itzhak and I. Cohen, Differential Constant-Beamwidth Beamforming with Cube Arrays, Speech Communication, Vol. 149, pp. 98-107, April 2023.
E. Shachar, I. Cohen, and B. Berdugo, Acoustic Echo Cancellation with the Normalized Sign-Error Least Mean Squares Algorithm and Deep Residual Echo Suppression, Algorithms, Special Issue on Deep Learning Architecture and Applications, Vol. 16, No. 3, Article 137, pp. 1-14, March 2023.
I. Ariav and I. Cohen, Fully Cross Attention Transformer for Guided Depth Super Resolution, Sensors, Special Issue on Deep Learning Technology and Image Sensing, Vol. 23, No. 5, Article 2753, pp. 1-17, March 2023.
T. Rosenbaum, I. Cohen, E. Winebrand, and O. Gabso, Differentiable Mean Opinion Score Estimation and Application in Speech Enhancement, Pattern Recognition Letters, Special Issue on Deep Learning for Acoustic Sensor Array Processing, Vol. 166, pp. 159-163, January 2023.
software link

2022

Y. Alkaher and I. Cohen, Temporal Howling Detector for Speech Reinforcement Systems, Acoustics, Special Issue on Acoustics, Speech and Signal Processing, Vol. 4, No. 4, pp. 967-995, November 2022.
E. Shachar, I. Cohen, and B. Berdugo, Double-talk Detection-aided Residual Echo Suppression via Spectrogram Masking and Refinement, Acoustics, Special Issue on Acoustics, Speech and Signal Processing, Vol. 4, No. 3, pp. 637-655, August 2022.
E. Zeitouni and I. Cohen, Single-Sensor Localization of Moving Acoustic Sources Using Diffusion Kernels, Applied Acoustics, Vol. 197, Article 108918, pp. 1-12, August 2022.
G. Itzhak, J. Benesty, and I. Cohen, Multistage Approach for Steerable Differential Beamforming with Rectangular Arrays, Speech Communication, Vol. 142, pp. 61-76, July 2022.
A. Kleiman, I. Cohen, and B. Berdugo, Constant-Beamwidth Beamforming with Nonuniform Concentric Ring Microphone Arrays, IEEE/ACM Trans. on Audio, Speech and Language Processing, Vol. 30, pp. 1952-1962, June 2022.
A. Frank and I. Cohen, Constant-Beamwidth Kronecker Product Beamforming with Nonuniform Planar Arrays, Frontiers in Signal Processing, Vol. 2, Article 829463, pp. 1–17, May 2022.
software link
G. Huang, J. Benesty, I. Cohen, and J. Chen, Kronecker Product Multichannel Linear Filtering for Adaptive Weighted Prediction Error-Based Speech Dereverberation, IEEE/ACM Trans. on Audio, Speech and Language Processing, Vol. 30, pp. 1277-1289, March 2022.
I. Ariav and I. Cohen, Depth Map Super-Resolution Via Cascaded Transformers Guidance, Frontiers in Signal Processing, Vol. 2, Article 847890, pp. 1–12, March 2022.
Y. Alkaher and I. Cohen, Dual-Microphone Speech Reinforcement System with Howling-Control for In-Car Speech Communication, Frontiers in Signal Processing, Vol. 2, Article 819113, pp. 1–15, March 2022.
D. Pereg, I. Cohen, and A. Vassiliou, Convolutional Sparse Coding Fast Approximation with Application to Seismic Reflectivity Estimation, IEEE Trans. on Geoscience and Remote Sensing, Vol. 60, pp. 1–19, 2022.
G. Avrashi, A. Amar, and I. Cohen, Time-Varying Carrier Frequency Offset Estimation in OFDM Underwater Acoustic Communication, Signal Processing, Vol. 190, January 2022, 108299, pp. 1-12.

2021

A. Kleiman, I. Cohen, and B. Berdugo, Constant-Beamwidth Beamforming with Concentric Ring Arrays, Sensors, special issue on Sensors in Indoor Positioning Systems, Vol. 21, Issue 21, November 2021, pp. 7253–7271.
software link
A. Atkins, I. Cohen, and J. Benesty, Adaptive Line Enhancer for Nonstationary Harmonic Noise Reduction, Journal of Computer Speech and Language, Vol. 70, November 2021, pp. 1-20.
E. Shalev, I. Cohen and D. Lvov, Indoors Audio Classification with Structure Image Method for Simulating Multi-Room Acoustics, Journal of the Acoustical Society of America, special issue on Machine Learning in Acoustics, Vol. 150, Issue 4, October 2021, pp. 3059–3073.
software link
X. Wang, J. Benesty, J. Chen, G. Huang, and I. Cohen, Beamforming with Cube Microphone Arrays via Kronecker Product Decompositions, IEEE/ACM Trans. on Audio, Speech and Language Processing, Vol. 29, pp. 1774-1784, 2021.
R. Sharma, I. Cohen, and B. Berdugo, Controlling Elevation and Azimuth Beamwidths with Concentric Circular Microphone Arrays, IEEE/ACM Trans. on Audio, Speech and Language Processing, Vol. 29, pp. 1491-1502, 2021.
G. Itzhak, J. Benesty, and I. Cohen, On the Design of Differential Kronecker Product Beamformers, IEEE/ACM Trans. on Audio, Speech and Language Processing, Vol. 29, pp. 1397-1410, 2021.
I. Yehezkel Karo, T. Dvorkind, and I. Cohen, Source Localization with Feedback Beamforming, IEEE Trans. Signal Processing, Vol. 69, pp. 631-640, 2021.
W. Yang, G. Huang, J. Chen, J. Benesty, I. Cohen, and W. Kellermann, Robust Dereverberation with Kronecker Product Based Multichannel Linear Prediction, IEEE Signal Processing Letters, Vol. 28, pp. 101-105, 2021.
X. Wang, G. Huang, J. Benesty, J. Chen, and I. Cohen, Time Difference of Arrival Estimation Based on a Kronecker Product Decomposition, IEEE Signal Processing Letters, Vol. 28, pp. 51-55, 2021.
J. Jin, G. Huang, X. Wang, J. Chen, J. Benesty, and I. Cohen, Steering Study of Linear Differential Microphone Arrays, IEEE/ACM Trans. Audio, Speech, and Language Processing, Vol. 29, pp. 158-170, 2021.

2020

Y. Buchris, I. Cohen, J. Benesty, and A. Amar, Joint Sparse Concentric Array Design for Frequency and Rotationally Invariant Beampattern, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 28, Issue 1, Dec. 2020, pp. 1143-1158.
G. Huang, J. Benesty, I. Cohen, and J. Chen, A Simple Theory and New Method of Differential Beamforming with Uniform Linear Microphone Arrays, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 28, Issue 1, Dec. 2020, pp. 1079-1093.
G. Huang, J. Benesty, I. Cohen, and J. Chen, Differential Beamforming on Graphs, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 28, Issue 1, Dec. 2020, pp. 901-913.
X. Wang, J. Benesty, J. Chen, and I. Cohen, Beamforming with Small-Spacing Microphone Arrays Using Constrained/Generalized LASSO, IEEE Signal Processing Letters, Vol. 27, Issue 1, Dec. 2020, pp. 356-360.
G. Huang, J. Chen, J. Benesty, I. Cohen, and X. Zhao, Steerable Differential Beamformers with Planar Microphone Arrays, EURASIP Journal on Audio, Speech, and Music Processing, Vol. 2020, No. 15, November 2020, pp. 1-18.
D. Pereg, I. Cohen, A. Vassiliou, and R. Stromberg, Prestack Time Migration Velocity Analysis Using Recurrent Neural Networks, Journal of Applied Geophysics, Volume 181, October 2020, 104160.
G. Huang, I. Cohen, J. Chen, and J. Benesty, Continuously Steerable Differential Beamformers with Null Constraints for Circular Microphone Arrays, Journal of the Acoustical Society of America, Vol. 148, Issue 3, Sep. 2020, pp. 1248–1258.
R. Sharma, I. Cohen, and J. Benesty, Adaptive and Hybrid Kronecker Product Beamforming for Far-Field Speech Signals, Speech Communication, Vol. 120, June 2020, pp. 42-52.
D. Pereg, I. Cohen, and A. Vassiliou, Sparse Seismic Deconvolution using Recurrent Neural Networks, Journal of Applied Geophysics, Volume 175, April 2020, 103979.
G. Itzhak, J. Benesty, and I. Cohen, Quadratic Approach for Single-channel Noise Reduction, EURASIP Journal on Audio, Speech, and Music Processing, 7 (2020), April 2020, pp. 1-14.

2019

G. Itzhak, J. Benesty and I. Cohen, Nonlinear Kronecker Product Filtering for Multichannel Noise Reduction, Speech Communication, Vol. 114, Nov. 2019, pp. 49-59.
G. Mishne, U. Shaham, A. Cloninger and I. Cohen, Diffusion Nets, Applied and Computational Harmonic Analysis, Vol. 47, Issue 2, Sep. 2019, pp. 259-285.
A. Ivry, B. Berdugo, and I. Cohen, Voice Activity Detection for Transient Noisy Environment Based on Diffusion Nets, Special Issue of the IEEE Journal of Selected Topics in Signal Processing on Data Science: Machine Learning for Audio Signal Processing, Vol. 13, Issue 2, May 2019, pp. 254-264.
I. Ariav and I. Cohen, An End-to-End Multimodal Voice Activity Detection Using WaveNet Encoder and Residual Networks, Special Issue of the IEEE Journal of Selected Topics in Signal Processing on Data Science: Machine Learning for Audio Signal Processing, Vol. 13, Issue 2, May 2019, pp. 265-274.
MATLAB software for an End-to-End Multimodal Voice Activity Detection Using WaveNet Encoder and Residual Networks can be downloaded:
software link
T. Long, I. Cohen, B. Berdugo, Y. Yang, and J. Chen, Window-Based Constant Beamwidth Beamformer, Special Issue of Sensors on Speech, Acoustics, Audio Signal Processing and Applications in Sensors, Vol. 19, Issue 9, May 2019, pp. 1-20.
I. Cohen, J. Benesty, and J. Chen, Differential Kronecker Product Beamforming, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 27, Issue 5, May 2019, pp. 892-902.
Y. Buchris, I. Cohen and J. Benesty, On the Design of Time-Domain Differential Microphone Arrays, Applied Acoustics, Vol. 148, May 2019, pp. 212-222.
X. Wang, I. Cohen, J. Chen and J. Benesty, On Robust and High Directive Beamforming with Small-Spacing Microphone Arrays for Scattered Sources, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 27, Issue 4, April 2019, pp. 842-852.
T. Long, J. Chen, G. Huang, J. Benesty, and I. Cohen, Acoustic Source Localization Based on Geometric Projection in Reverberant and Noisy Environments, Special Issue of the IEEE Journal of Selected Topics in Signal Processing on Acoustic Source Localization and Tracking in Dynamic Real-life Scenes, Vol. 13, Issue 1, March 2019, pp. 482-495.
Y. Buchris, A. Amar, J. Benesty, and I. Cohen, Incoherent Synthesis of Sparse Arrays for Frequency-Invariant Beamforming, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 27, Issue 3, March 2019, pp. 482-495.
D. Pereg, I. Cohen, and A. Vassiliou, Three-dimensional Sparse Seismic Deconvolution Based on Earth Q Model, Signal Processing, Vol. 154, January 2019, pp. 97-107.

2018

X. Wang, J. Benesty, I. Cohen and J. Chen, Microphone Array Beamforming Based on Maximization of the Front-to-Back Ratio, The Journal of the Acoustical Society of America, Vol. 144, December 2018, pp. 3450–3464.
G. Mishne, R. Talmon, I. Cohen, R. R. Coifman and Y. Kluger , Data-Driven Tree Transforms and Metrics, IEEE Transactions on Signal and Information Processing over Networks, Vol. 4, Number 3, September 2018, pp. 451-466.
D. Dov, R. Talmon and I. Cohen , Sequential Audio-Visual Correspondence with Alternating Diffusion Kernels, IEEE Trans. Signal Processing, Vol. 66, Number 12, June 2018, pp. 3100-3111.
Y. Buchris, I. Cohen and J. Benesty , Frequency-Domain Design of Asymmetric Circular Differential Microphone Arrays, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 26, Number 4, April 2018, pp. 760-773.
I. Ariav, D. Dov, and I. Cohen, A Deep Architecture for Audio-Visual Voice Activity Detection in the Presence of Transients, Signal Processing, Vol. 142, January 2018, pp. 69-74.

2017

D. Pereg, I. Cohen, and A. Vassiliou, Multichannel Sparse Spike Inversion, Journal of Geophysics and Engineering, Vol. 14, Number 5, October 2017, pp. 1290-1299.
D. Pereg and I. Cohen, Seismic Signal Recovery Based on Earth Q Model, Signal Processing, Vol. 137, August 2017, pp. 373-386.
D. Dov, R. Talmon and I. Cohen, Multimodal Kernel Method for Activity Detection of Sound Sources, special issue of IEEE/ACM Trans. Audio, Speech and Language Processing on Sound Scene and Event Analysis, Vol. 25, Number 6, June 2017, pp. 1322-1334.
M. Mirel and I. Cohen, Multichannel Semi-blind Deconvolution of Seismic Signals, Signal Processing, Vol. 135, June 2017, pp. 253-262.
O. Rosen, I. Cohen and D. Malah, FIR-Based Symmetrical Acoustic Beamformer with a Constant Beamwidth, Signal Processing, Vol. 130, January 2017, pp. 365-376.

2016

D. Dov, R. Talmon and I. Cohen, Kernel Method for Voice Activity Detection in the Presence of Transients, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 24, Number 12, December 2016, pp. 2313-2326.
D. Dov, R. Talmon and I. Cohen, Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection, IEEE Trans. Signal Processing, Vol. 64, Number 24, December 2016, pp. 6406-6416.
MATLAB software and data for Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection can be downloaded:
software link

2015

O. Lindenbaum, A. Yeredor and I. Cohen, Musical Key Extraction Using Diffusion Maps, Signal Processing, Vol. 117, December 2015, pp. 198-207.
Y. Doweck, A. Amar, and I. Cohen, Fundamental Initial Frequency and Frequency Rate Estimation of Random Amplitude Harmonic Chirps, IEEE Trans. Signal Processing, Vol. 63, Number 23, December 2015, pp. 6213-6228.
R. Berkun and I. Cohen, Microphone Array Power Ratio for Quality Assessment of Reverberated Speech, Special Issue of EURASIP Journal on Advances in Signal Processing on 'Silencing the Echoes' - Processing of Reverberant Speech, Vol. 2015, Number 1, June 2015, pp. 1-11.
S. Mousazadeh and I. Cohen, Embedding and Function Extension on Directed Graph, Signal Processing, Vol. 111, June 2015, pp. 137-149.
G. Mishne, R. Talmon and I. Cohen , Graph-Based Supervised Automatic Target Detection, IEEE Trans. Geoscience and Remote Sensing, Vol. 53, Number 5, May 2015, pp. 2738-2754.
R. Berkun, I. Cohen and J. Benesty , Combined Beamformers for Robust Broadband Regularized Superdirective Beamforming, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 23, Number 5, May 2015, pp. 877-886.
D. Dov, R. Talmon and I. Cohen, Audio-Visual Voice Activity Detection Using Diffusion Maps, IEEE/ACM Trans. Audio, Speech and Language Processing, Vol. 23, Number 4, April 2015, pp. 732-745.
MATLAB software for Audio-Visual Voice Activity Detection Using Diffusion Maps can be downloaded:
software link
Y. Doweck, A. Amar, and I. Cohen , Joint Model Order Selection and Parameter Estimation of Chirps with Harmonic Components, IEEE Trans. Signal Processing, Vol. 63, Number 7, April 2015, pp. 1765-1778.
S. Mousazadeh and I. Cohen, Out-of-Sample Extension of Band-Limited Functions on Homogenous Manifolds Using Diffusion Maps, Signal Processing, Vol. 108, March 2015, pp. 521-529.

2014

I. Ram, I. Cohen and M. Elad, Facial Image Compression using Patch-Ordering-Based Adaptive Wavelet Transform, IEEE Signal Processing Letters, Vol. 21, Number 10, Oct. 2014, pp. 1270-1274.
I. Ram, I. Cohen and M. Elad, Patch-Ordering-Based Wavelet Frame and Its Use in Inverse Problems, IEEE Trans. Image Processing, Vol. 23, Number 7, July 2014, pp. 2779-2792.

2013

I. Ram, M. Elad and I. Cohen, Image Processing using Smooth Ordering of its Patches, IEEE Trans. Image Processing, Vol. 22, Number 7, July 2013, pp. 2764-2774.
MATLAB software for Image Processing by Patch-Ordering can be downloaded:
software link
R. Talmon, I. Cohen, S. Gannot and R. R. Coifman, Diffusion Maps for Signal Processing: A Deeper Look at Manifold-Learning Techniques Based on Kernels and Graphs, Special Issue of IEEE Signal Processing Magazine on Advances in Kernel-based Learning for Signal Processing, Vol. 30, Number 4, July 2013, pp. 75-86 (invited review paper).
S. Markovich Golan, S. Gannot and I. Cohen, Performance of the SDW-MWF with Randomly Located Microphones in a Reverberant Enclosure, IEEE Trans. Audio, Speech and Language Processing, Vol. 21, Number 7, July 2013, pp. 1513-1523.
I. Volfin and I. Cohen, Dominant Speaker Identification for Multipoint Videoconferencing, Special Issue of Computer Speech and Language on Multisource Environments, Vol. 27, Number 4, June 2013, pp. 895-910.
S. Mousazadeh and I. Cohen, Voice Activity Detection in Presence of Transient Noise Using Spectral Clustering, IEEE Trans. Audio, Speech and Language Processing, Vol. 21, Number 6, June 2013, pp. 1261-1271.
G. Mishne and I. Cohen, Multiscale Anomaly Detection Using Diffusion Maps, Special Issue of IEEE Journal of Selected Topics in Signal Processing on Anomalous Pattern Discovery for Spatial, Temporal, Networked, and High-Dimensional Signals, Vol. 7, Number 1, February 2013, pp. 111-123.
MATLAB implementation of multiscale anomaly detection using diffusion maps can be downloaded:
software link
S. Markovich Golan, S. Gannot and I. Cohen, Distributed Multiple Constraints Generalized Sidelobe Canceler for Fully Connected Wireless Acoustic Sensor Networks, IEEE Trans. Audio, Speech and Language Processing, Vol. 21, Number 2, February 2013, pp. 343-356.
E. Kupershtein, M. Wax and I. Cohen, Single-Site Emitter Localization via Multipath Fingerprinting, IEEE Trans. Signal Processing, Vol. 61, Number 1, January 2013, pp. 10-21.
M. Genussov and I. Cohen, Multiple Fundamental Frequency Estimation Based on Sparse Representations in a Structured Dictionary, Digital Signal Processing, Vol. 23, Number 1, January 2013, pp. 390-400.
R. Talmon, I. Cohen and S. Gannot, Single-Channel Transient Interference Suppression with Diffusion Maps, IEEE Trans. Audio, Speech and Language Processing, Vol. 21, Number 1, January 2013, pp. 132-144.

2012

R. Talmon, I. Cohen, S. Gannot and R. Coifman, Supervised Graph-based Processing for Sequential Transient Interference Suppression, IEEE Trans. Audio, Speech and Language Processing, Vol. 20, Number 9, November 2012, pp. 2528-2538.
I. Ram, M. Elad and I. Cohen , Redundant Wavelets on Graphs and High Dimensional Data Clouds, IEEE Signal Processing Letters, Vol. 19, Number 5, May 2012, pp. 291-294.
Y. Buchris, I. Cohen, and M. A. Doron, Bayesian Focusing for Coherent Adaptive Wideband Beamforming, IEEE Trans. Audio, Speech and Language Processing, Vol. 20, Number 4, May 2012, pp. 1282-1296.
R. Talmon, D. Kushnir, R. Coifman, I. Cohen and S. Gannot , Parametrization of Linear Systems Using Diffusion Kernels, IEEE Trans. Signal Processing, Vol. 60, Number 3, March 2012, pp. 1159-1173.
MATLAB implementation of linear system parametrization using diffusion kernels can be downloaded:
software link
S. Markovich Golan, S. Gannot and I. Cohen, Low-Complexity Addition or Removal of Sensors/Constraints in LCMV Beamformers, IEEE Trans. Signal Processing, Vol. 60, Number 3, March 2012, pp. 1205-1214.

2011

Y. Litvin and I. Cohen, Single-Channel Source Separation of Audio Signals Using Bark Scale Wavelet Packet Decomposition, Special Issue of Journal of Signal Processing Systems on Machine Learning for Signal Processing, Vol. 65, Number 3, Dec. 2011, pp. 339-350.
I. Ram, M. Elad and I. Cohen, Generalized Tree-Based Wavelet Transform, IEEE Trans. Signal Processing, Vol. 59, Issue 9, Sep. 2011, pp. 4199-4209.
R. Talmon, I. Cohen and S. Gannot, Transient Noise Reduction Using Nonlocal Diffusion Filters, IEEE Trans. Audio, Speech and Language Processing, Vol. 19, Issue 6, Aug. 2011, pp. 1584-1599.
S. Mousazadeh and I. Cohen, AR-GARCH in Presence of Noise: Parameter Estimation and its Application to Voice Activity Detection, IEEE Trans. Audio, Speech and Language Processing, Vol. 19, Issue 4, May 2011, pp. 916-926.

2010

Y. Avargel and I. Cohen , Undermodeling-Error Quantification for Quadratically Nonlinear System Identification in the Short-Time Fourier Transform Domain, IEEE Trans. Signal Processing, Vol. 58, Issue 12, Dec. 2010, pp. 6052-6065.
Y. Litvin, I. Cohen, and D. Chazan, Monaural Speech/Music Source Separation Using Discrete Energy Separation Algorithm, Signal Processing, Vol. 90, Issue 12, Dec. 2010, pp. 3147-3163.
S. Mousazadeh and I. Cohen , Simultaneous Parameter Estimation and State Smoothing of Complex GARCH Process in the Presence of Additive Noise, Signal Processing, Vol. 90, Issue 11, Nov. 2010, pp. 2947-2953.
I. Ram, I. Cohen and S. Raz, Multichannel Deconvolution of Seismic Signals Using Statistical MCMC Methods, IEEE Trans. Signal Processing, Vol. 58, Issue 5, May 2010, pp. 2757-2770.
M. Zontak and I. Cohen, Defect Detection in Patterned Wafers using Anisotropic Kernels, Machine Vision and Applications, Vol. 21, Issue 2, Feb. 2010, pp. 129-141.
E. A. P. Habets, J. Benesty, I. Cohen, S. Gannot and J. Dmochowski, New Insights into the MVDR beamformer in Room Acoustics, IEEE Trans. Audio, Speech and Language Processing, Vol. 18, Issue 1, Jan. 2010, pp. 158-170.
Y. Avargel and I. Cohen, Modeling and Identification of Nonlinear Systems in the Short-Time Fourier Transform Domain, IEEE Trans. Signal Processing, Vol. 58, Issue 1, Jan. 2010, pp. 291-304.

2009

Y. Avargel and I. Cohen, Adaptive Nonlinear System Identification in the Short-Time Fourier Transform Domain, IEEE Trans. Signal Processing, Vol. 57, Issue 10, Oct. 2009, pp. 3891-3904.
E. A. P. Habets, S. Gannot and I. Cohen, Late Reverberant Spectral Variance Estimation Based on a Statistical Model, IEEE Signal Processing Letters, Vol. 16, Issue 9, Sep. 2009, pp. 770-773 (Best Paper Award).
R. Talmon, I. Cohen and S. Gannot, Convolutive Transfer Function Generalized Sidelobe Canceler, IEEE Trans. Audio, Speech and Language Processing, Vol. 17, Issue 7, Sep. 2009, pp. 1420-1434.
M. Zontak and I. Cohen, Defect Detection in Patterned Wafers Using Multichannel Scanning Electron Microscope, Signal Processing, Vol. 89, Issue 8, Aug. 2009, pp. 1511-1520.
S. Markovich, S. Gannot and I. Cohen, Multichannel Eigenspace Beamforming in a Reverberant Noisy Environment with Multiple Interfering Speech Signals, IEEE Trans. Audio, Speech and Language Processing, Vol. 17, Issue 6, Aug. 2009, pp. 1071-1086.
A. Heimer and I. Cohen, Multichannel Seismic Deconvolution Using Markov-Bernoulli Random Field Modeling, IEEE Trans. Geoscience and Remote Sensing, Vol. 47, Issue 7, July 2009, pp. 2047-2058.
R. Talmon, I. Cohen and S. Gannot, Relative Transfer Function Identification Using Convolutive Transfer Function Approximation, IEEE Trans. Audio, Speech and Language Processing, Vol. 17, Issue 4, May 2009, pp. 546-555.

2008

A. Abramson and I. Cohen, Single-Sensor Audio Source Separation Using Classification and Estimation Approach and GARCH Modeling, IEEE Trans. Audio, Speech and Language Processing, Vol. 16, Issue 8, Nov. 2008, pp. 1528-1540.
E. A. P. Habets, I. Cohen and S. Gannot, Generating Non-Stationary Multi-Sensor Signals under a Spatial Coherence Constraint, Journal of the Acoustical Society of America, Vol. 124, Issue 5, Nov. 2008, pp. 2911-2917.
E. A. P. Habets, S. Gannot, I. Cohen and P. C. W. Sommen, Joint Dereverberation and Residual Echo Suppression of Speech Signals in a Noisy Environment, IEEE Trans. Audio, Speech and Language Processing, Vol. 16, Issue 8, Nov. 2008, pp. 1433-1451.
A. Heimer and I. Cohen, Multichannel Blind Seismic Deconvolution Using Dynamic Programming, Signal Processing, Vol. 88, Issue 7, July 2008, pp. 1839-1851.
G. Reuven, S. Gannot and I. Cohen, Dual Source Transfer-Function Generalized Sidelobe Canceller, IEEE Trans. Audio, Speech and Language Processing, Vol. 16, Issue 4, May 2008, pp. 711-727.
Y. Avargel and I. Cohen, Adaptive System Identification in the Short-Time Fourier Transform Domain Using Cross-Multiplicative Transfer Function Approximation, IEEE Trans. Audio, Speech and Language Processing, Vol. 16, No. 1, January 2008, pp. 162-173.

2007

H. Ofir, D. Malah and I. Cohen, Audio Packet Loss Concealment in a combined MDCT-MDST Domain, IEEE Signal Processing Letters, Vol. 14, No. 12, December 2007, pp. 1032-1035.
L. Shadhan and I. Cohen, Detection of Anomalies in Texture Images Using Multi-Resolution Random Field Models, Signal Processing, Vol. 87, Issue 12, December 2007, pp. 3045-3062.
A. Abramson and I. Cohen, Simultaneous Detection and Estimation Approach for Speech Enhancement, IEEE Trans. Audio, Speech and Language Processing, Vol. 15, No. 8, November 2007, pp. 2348-2359.
A. Abramson and I. Cohen, Recursive Supervised Estimation of a Markov-Switching GARCH Process in the Short-Time Fourier Transform Domain, IEEE Trans. Signal Processing, Vol. 55, No. 7, July 2007, pp. 3227-3238.
A. Noiboar and I. Cohen, Anomaly Detection Based on Wavelet Domain GARCH Random Field Modeling, IEEE Trans. Geoscience and Remote Sensing, Vol. 45, No. 5, May 2007, pp. 1361-1373.
G. Reuven, S. Gannot and I. Cohen, Performance Analysis of Dual Source Transfer-Function Generalized Sidelobe Canceller, Special Issue of Speech Communication on Speech Enhancement, Vol. 49, Issues 7-8, July-August 2007, pp. 602-622.
G. Reuven, S. Gannot and I. Cohen, Joint Noise Reduction and Acoustic Echo Cancellation using the Transfer-Function Generalized Sidelobe Canceller, Special Issue of Speech Communication on Speech Enhancement, Vol. 49, Issues 7-8, July-August 2007, pp. 623-635.
A. Abramson and I. Cohen, On the Stationarity of Markov-Switching GARCH Processes, Econometric Theory, Vol. 23, No. 3, June 2007, pp. 485-500.
Y. Avargel and I. Cohen, On Multiplicative Transfer Function Approximation in the Short-Time Fourier Transform Domain, IEEE Signal Processing Letters, Vol. 14, No. 5, May 2007, pp. 337-340.
Y. Avargel and I. Cohen, System Identification in the Short-Time Fourier Transform Domain with Crossband Filtering, IEEE Trans. Audio, Speech and Language Processing, Vol. 15, No. 4, May 2007, pp. 1305-1319.

2006

I. Cohen, N. Coult and A. Vassiliou, Detection and Extraction of Fault Surfaces in 3-D Seismic Data, Geophysics, Vol. 71, No. 4, July-August 2006, pp. 21-27.
A. Abramson and I. Cohen, State Smoothing in Markov-Switching Time-Frequency GARCH Models, IEEE Signal Processing Letters, Vol. 13, No. 6, June 2006, pp. 377-380
I. Cohen, Speech Spectral Modeling and Enhancement Based on Autoregressive Conditional Heteroscedasticity Models, Signal Processing, Vol. 86, No. 4, Apr. 2006, pp. 698-709.

2005

I. Cohen, Speech Enhancement Using Supergaussian Speech Models and Noncausal A Priori SNR Estimation, Speech Communication, Vol. 47, No. 3, Nov. 2005, pp. 336-350.
I. Cohen, Relaxed Statistical Model for Speech Enhancement and A Priori SNR Estimation, IEEE Trans. Speech and Audio Processing, Vol. 13, No. 5, Sep. 2005, pp. 870-881.
A. Goldman and I. Cohen, Anomaly Subspace Detection Based on a Multi-Scale Markov Random Field Model, Signal Processing, Vol. 85, No. 3, Mar. 2005, pp. 463-479.

2004

I. Cohen, Modeling Speech Signals in the Time-Frequency Domain Using GARCH, Signal Processing, Vol. 84, No. 12, Dec. 2004, pp. 2453-2459.
S. Gannot and I. Cohen, Speech Enhancement Based on the General Transfer Function GSC and PostFiltering, IEEE Trans. Speech and Audio Processing, Vol. 12, No. 6, Nov. 2004, pp. 561-571.
I. Cohen, Relative Transfer Function Identification Using Speech Signals, Special Issue of the IEEE Trans. Speech and Audio Processing on Multi-channel Signal Processing for Audio and Acoustics Applications, Vol. 12, No. 5, Sep. 2004, pp. 451-459.
I. Cohen, Speech Enhancement Using a Noncausal A Priori SNR Estimator, IEEE Signal Processing Letters, Vol. 11, No. 9, Sep. 2004, pp. 725-728.
A. Goldman and I. Cohen, Anomaly Detection Based on an Iterative Local Statistics Approach, Signal Processing, Vol. 84, No. 7, July 2004, pp. 1225-1229.
I. Cohen, Identification of Speech Source Coupling Between Sensors in Reverberant Noisy Environments, IEEE Signal Processing Letters, Vol. 11, No. 7, July 2004, pp. 613-616.
I. Cohen, Multichannel Post-Filtering in Nonstationary Noise Environments, IEEE Trans. Signal Processing, Vol. 52, No. 5, May 2004, pp. 1149-1160.

2003

I. Cohen, Analysis of Two-Channel Generalized Sidelobe Canceller (GSC) with Post-Filtering, IEEE Trans. Speech and Audio Processing, Vol. 11, No. 6, Nov. 2003, pp. 684-699.
I. Cohen, S. Gannot and B. Berdugo, An Integrated Real-Time Beamforming and Postfiltering System for Non-Stationary Noise Environments, Special Issue of the EURASIP Journal on Applied Signal Processing: Signal Processing for Acoustic Communication System, Vol. 2003, No. 11, Oct. 2003, pp. 1064-1073.
I. Cohen and B. Berdugo, Multichannel Signal Detection Based on the Transient Beam-to-Reference Ratio, IEEE Signal Processing Letters, Vol. 10, No. 9, Sep. 2003, pp. 259-262.
I. Cohen, Noise Spectrum Estimation in Adverse Environments: Improved Minima Controlled Recursive Averaging, IEEE Trans. Speech and Audio Processing, Vol. 11, No. 5, Sep. 2003, pp. 466-475.
MATLAB software for speech enhancement based on optimally modified LSA (OM-LSA) speech estimator and improved minima controlled recursive averaging (IMCRA) noise estimation approach for robust speech enhancement can be downloaded:
software link
H. A. Schmitt, J. G. Riddle, T. M. Brucks, R. R. Coifman and I. Cohen, An Object Detection Strategy for Uncooled Infrared Imagery, Journal of Modern Optics, Vol. 50, No. 9, June 2003, pp. 1373-1382.

2002

I. Cohen and R. R. Coifman, Local Discontinuity Measures for 3-D Seismic Data, Geophysics, Vol. 67, No. 6, Nov.-Dec. 2002, pp. 1933-1945.
I. Cohen, Optimal Speech Enhancement Under Signal Presence Uncertainty Using Log-Spectral Amplitude Estimator, IEEE Signal Processing Letters, Vol. 9, No. 4, Apr. 2002, pp. 113-116.
I. Cohen and B. Berdugo, Noise Estimation by Minima Controlled Recursive Averaging for Robust Speech Enhancement, IEEE Signal Processing Letters, Vol. 9, No. 1, Jan. 2002, pp. 12-15.

2001

I. Cohen and B. Berdugo, Speech Enhancement for Non-Stationary Noise Environments, Signal Processing, Vol. 81, No. 11, Nov. 2001, pp. 2403-2418.
MATLAB software for speech enhancement based on optimally modified LSA (OM-LSA) speech estimator and improved minima controlled recursive averaging (IMCRA) noise estimation approach for robust speech enhancement can be downloaded:
software link

1999

I. Cohen, S. Raz and D. Malah, Translation-invariant denoising using the minimum description length criterion, Signal Processing, Vol. 75, No. 3, June 1999, pp. 201-223.
I. Cohen, S. Raz and D. Malah, Adaptive suppression of Wigner interference using shift-invariant wavelet packet decompositions, Signal Processing, Vol. 73, No. 3, Jan. 1999, pp. 203-223.

1997

I. Cohen, S. Raz and D. Malah, Orthonormal shift-invariant wavelet packet decomposition and representation, Signal Processing, Vol. 57, No. 3, Mar. 1997, pp. 251-270.
I. Cohen, S. Raz and D. Malah, Orthonormal shift-invariant adaptive local trigonometric decomposition, Signal Processing, Vol. 57, No. 1, Feb. 1997, pp. 43-64.