Workload estimator using EEG and eye-tracking
Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
EMBC 2024 | July 2024
Ivan Tashev
Partner Software Architect
Publications
Publications by Year
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Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219
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Data Science Education: The Signal Processing Perspective [SP Education]
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
IEEE Signal Processing Magazine | November 2023, Vol 40(7): pp. 89-93
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Adaptive Training System
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
RAPiD | September 2023
Towards a Better Scoring
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
RAPiD | September 2023
Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist - Best Interactivity Demo
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
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Periodic motion-based visual stimulus
Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
MSR-TR-2022-37 | November 2022
Published by Microsoft
US-20220365599-A1
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Tongue Gestures for Hands-Free Interaction in Head Worn Displays
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Ivan Tashev
26th Annual International Symposium on Wearable Computers | September 2022
Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
February 2022
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Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Low complexity online convolutional beamforming
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
On training targets for noise-robust voice activity detection
European Signal Processing Conference (EUSIPCO) | August 2021
A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
International Conference on Telecommunications and Signal Processing | July 2021
Towards Efficient Models for Real-Time Deep Noise Suppression
Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
International IEEE/EMBS Conference on Neural Engineering | May 2021
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Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
Md Tamzeed Islam, Ivan Tashev
2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Towards encoding perceptually salient early reflections for parametric spatial audio rendering
Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
AES convention | June 2020
Predicting Word Error Rate for Reverberant Speech
Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Stress Monitoring using Multimodal Bio-sensing Headset
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'20 Extended Abstracts) | April 2020
Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2020
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Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
Capture, representation, and rendering of 3D audio for virtual and augmented reality
International Journal on Information Technologies and Security | September 2019, Vol 11(SP2): pp. 49-62
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Non-intrusive Speech Quality Assessment Using Neural Networks
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
A Sparsity Measure for Echo Density Growth in General Environments
Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Blind Room Volume Estimation from Single-channel Noisy Speech
Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Directional interference suppression using a spatial relative transfer function feature
International Conference on Acoustics, Speech and Signal Processing | May 2019
Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
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Characterizing acoustic environments using spherical loudspeaker and microphone arrays
Hannes Gamper, Keith Godin, Nikunj Raghuvanshi, Ivan Tashev
November 2018
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
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Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
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Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
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Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
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Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Technological Trends in Natural User Interfaces
"Human-Computer Interaction: Present and Future Trends", P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE - Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
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Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
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Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
Audio for Kinect: pushing it to the limit (invited talk)
CREST Symposium on Human-Harmonized Information Technology | March 2012
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Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
Cognitive Load and In-Vehicle Human-Machine Interaction
Andrew L. Kun, Peter A. Heeman, Tim Paek, W. Thomas Miller, III, Paul A. Green, Ivan Tashev, Peter Froehlich, Bryan Reimer, Shamsi Iqbal, Dagmar Kern
November 2011
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
In Car Media Search
Mike Seltzer, Y. C. Ju, Ivan Tashev, Ye-Yi Wang, Dong Yu
IEEE Signal Processing Magazine | June 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
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Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
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Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI '09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Improving Perceived Accuracy for In-Car Media Search
Y. C. Ju, Mike Seltzer, Ivan Tashev
September 2009
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
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A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
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Robust Location Understanding in Spoken Dialog Systems Using Intersections
Mike Seltzer, Y. C. Ju, Ivan Tashev, Alex Acero
Proceedings of Interspeech 2007 | August 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
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Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA'06 | March 2006
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A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proc. of the Nineteenth Int. Conference Systems for Automation of Engineering and Research (SAER) | September 2005
Proc. of the Nineteenth Int. Conference Systems for Automation of Engineering and Research (SAER)
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
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Gain Self-Calibration Procedure for Microphone Arrays
Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
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Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
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Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
Publications by Research Area
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Workload estimator using EEG and eye-tracking
Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
EMBC 2024 | July 2024
Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219
Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
February 2022
A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
International IEEE/EMBS Conference on Neural Engineering | May 2021
Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
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Data Science Education: The Signal Processing Perspective [SP Education]
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
IEEE Signal Processing Magazine | November 2023, Vol 40(7): pp. 89-93
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TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
Audio for Kinect: pushing it to the limit (invited talk)
CREST Symposium on Human-Harmonized Information Technology | March 2012
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI '09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
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TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
Audio for Kinect: pushing it to the limit (invited talk)
CREST Symposium on Human-Harmonized Information Technology | March 2012
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI '09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proc. of the Nineteenth Int. Conference Systems for Automation of Engineering and Research (SAER) | September 2005
Proc. of the Nineteenth Int. Conference Systems for Automation of Engineering and Research (SAER)
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Gain Self-Calibration Procedure for Microphone Arrays
Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
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TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Towards a Better Scoring
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
RAPiD | September 2023
Adaptive Training System
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
RAPiD | September 2023
Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist - Best Interactivity Demo
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
Periodic motion-based visual stimulus
Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
MSR-TR-2022-37 | November 2022
Published by Microsoft
US-20220365599-A1
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Tongue Gestures for Hands-Free Interaction in Head Worn Displays
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Ivan Tashev
26th Annual International Symposium on Wearable Computers | September 2022
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Technological Trends in Natural User Interfaces
"Human-Computer Interaction: Present and Future Trends", P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE - Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
Audio for Kinect: pushing it to the limit (invited talk)
CREST Symposium on Human-Harmonized Information Technology | March 2012
Cognitive Load and In-Vehicle Human-Machine Interaction
Andrew L. Kun, Peter A. Heeman, Tim Paek, W. Thomas Miller, III, Paul A. Green, Ivan Tashev, Peter Froehlich, Bryan Reimer, Shamsi Iqbal, Dagmar Kern
November 2011
In Car Media Search
Mike Seltzer, Y. C. Ju, Ivan Tashev, Ye-Yi Wang, Dong Yu
IEEE Signal Processing Magazine | June 2011
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI '09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Improving Perceived Accuracy for In-Car Media Search
Y. C. Ju, Mike Seltzer, Ivan Tashev
September 2009
Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
Robust Location Understanding in Spoken Dialog Systems Using Intersections
Mike Seltzer, Y. C. Ju, Ivan Tashev, Alex Acero
Proceedings of Interspeech 2007 | August 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
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Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist - Best Interactivity Demo
Tongue Gestures for Hands-Free Interaction in Head Worn Displays
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Ivan Tashev
26th Annual International Symposium on Wearable Computers | September 2022
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Low complexity online convolutional beamforming
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
On training targets for noise-robust voice activity detection
European Signal Processing Conference (EUSIPCO) | August 2021
A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
International Conference on Telecommunications and Signal Processing | July 2021
Towards Efficient Models for Real-Time Deep Noise Suppression
Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
Md Tamzeed Islam, Ivan Tashev
2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Towards encoding perceptually salient early reflections for parametric spatial audio rendering
Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
AES convention | June 2020
Predicting Word Error Rate for Reverberant Speech
Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2020
Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
Capture, representation, and rendering of 3D audio for virtual and augmented reality
International Journal on Information Technologies and Security | September 2019, Vol 11(SP2): pp. 49-62
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Non-intrusive Speech Quality Assessment Using Neural Networks
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Blind Room Volume Estimation from Single-channel Noisy Speech
Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Directional interference suppression using a spatial relative transfer function feature
International Conference on Acoustics, Speech and Signal Processing | May 2019
A Sparsity Measure for Echo Density Growth in General Environments
Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Characterizing acoustic environments using spherical loudspeaker and microphone arrays
Hannes Gamper, Keith Godin, Nikunj Raghuvanshi, Ivan Tashev
November 2018
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Technological Trends in Natural User Interfaces
"Human-Computer Interaction: Present and Future Trends", P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE - Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI '09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA'06 | March 2006
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
-
Periodic motion-based visual stimulus
Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
MSR-TR-2022-37 | November 2022
Published by Microsoft
US-20220365599-A1
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
-
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Robust Location Understanding in Spoken Dialog Systems Using Intersections
Mike Seltzer, Y. C. Ju, Ivan Tashev, Alex Acero
Proceedings of Interspeech 2007 | August 2007
Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA'06 | March 2006
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
-
Stress Monitoring using Multimodal Bio-sensing Headset
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'20 Extended Abstracts) | April 2020
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
-
Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
-
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
-
Robust Location Understanding in Spoken Dialog Systems Using Intersections
Mike Seltzer, Y. C. Ju, Ivan Tashev, Alex Acero
Proceedings of Interspeech 2007 | August 2007
-
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
Publications by Type
-
Workload estimator using EEG and eye-tracking
Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
EMBC 2024 | July 2024
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Towards a Better Scoring
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
RAPiD | September 2023
Adaptive Training System
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
RAPiD | September 2023
Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist - Best Interactivity Demo
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Tongue Gestures for Hands-Free Interaction in Head Worn Displays
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Ivan Tashev
26th Annual International Symposium on Wearable Computers | September 2022
Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
February 2022
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Low complexity online convolutional beamforming
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
On training targets for noise-robust voice activity detection
European Signal Processing Conference (EUSIPCO) | August 2021
A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
International Conference on Telecommunications and Signal Processing | July 2021
Towards Efficient Models for Real-Time Deep Noise Suppression
Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
International IEEE/EMBS Conference on Neural Engineering | May 2021
Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
Md Tamzeed Islam, Ivan Tashev
2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
Towards encoding perceptually salient early reflections for parametric spatial audio rendering
Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
AES convention | June 2020
Predicting Word Error Rate for Reverberant Speech
Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Stress Monitoring using Multimodal Bio-sensing Headset
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'20 Extended Abstracts) | April 2020
Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2020
Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Non-intrusive Speech Quality Assessment Using Neural Networks
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Blind Room Volume Estimation from Single-channel Noisy Speech
Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Directional interference suppression using a spatial relative transfer function feature
International Conference on Acoustics, Speech and Signal Processing | May 2019
A Sparsity Measure for Echo Density Growth in General Environments
Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
Audio for Kinect: pushing it to the limit (invited talk)
CREST Symposium on Human-Harmonized Information Technology | March 2012
Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
Cognitive Load and In-Vehicle Human-Machine Interaction
Andrew L. Kun, Peter A. Heeman, Tim Paek, W. Thomas Miller, III, Paul A. Green, Ivan Tashev, Peter Froehlich, Bryan Reimer, Shamsi Iqbal, Dagmar Kern
November 2011
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI '09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Improving Perceived Accuracy for In-Car Media Search
Y. C. Ju, Mike Seltzer, Ivan Tashev
September 2009
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
Robust Location Understanding in Spoken Dialog Systems Using Intersections
Mike Seltzer, Y. C. Ju, Ivan Tashev, Alex Acero
Proceedings of Interspeech 2007 | August 2007
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA'06 | March 2006
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proc. of the Nineteenth Int. Conference Systems for Automation of Engineering and Research (SAER) | September 2005
Proc. of the Nineteenth Int. Conference Systems for Automation of Engineering and Research (SAER)
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Gain Self-Calibration Procedure for Microphone Arrays
Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
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Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219
Data Science Education: The Signal Processing Perspective [SP Education]
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
IEEE Signal Processing Magazine | November 2023, Vol 40(7): pp. 89-93
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Capture, representation, and rendering of 3D audio for virtual and augmented reality
International Journal on Information Technologies and Security | September 2019, Vol 11(SP2): pp. 49-62
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
In Car Media Search
Mike Seltzer, Y. C. Ju, Ivan Tashev, Ye-Yi Wang, Dong Yu
IEEE Signal Processing Magazine | June 2011
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Periodic motion-based visual stimulus
Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
MSR-TR-2022-37 | November 2022
Published by Microsoft
US-20220365599-A1
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Characterizing acoustic environments using spherical loudspeaker and microphone arrays
Hannes Gamper, Keith Godin, Nikunj Raghuvanshi, Ivan Tashev
November 2018
Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
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Technological Trends in Natural User Interfaces
"Human-Computer Interaction: Present and Future Trends", P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE - Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
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Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3