Ivan Tashev

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 35

Top Topics

Speech Enhancement

Voice Activity Detection

Development Kit

Top Venues

Publications

Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
Data Science Education: The Signal Processing Perspective [SP Education]. IEEE Signal Process. Mag. 40 (7) (2023)
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian K. C. Lee, Dimitra Emmanouilidou, Edward Cutrell, Ivan Tashev
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality. BCI (2023)
Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study. BCI (2022)
Sebastian Braun, Hannes Gamper, Chandan K. A. Reddy, Ivan Tashev
Towards efficient models for real-time deep noise suppression. CoRR (2021)
Sebastian Braun, Hannes Gamper, Chandan K. A. Reddy, Ivan Tashev
Towards Efficient Models for Real-Time Deep Noise Suppression. ICASSP (2021)
Winko W. An, Barbara G. Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Edward Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
Decoding Music Attention from "EEG Headphones": A User-Friendly Auditory Brain-Computer Interface. ICASSP (2021)
Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Edward Cutrell, Andrew D. Wilson, Winko W. An, Ivan Tashev
A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials. NER (2021)
Sebastian Braun, Ivan Tashev
A consolidated view of loss functions for supervised deep learning-based speech enhancement. TSP (2021)
Sebastian Braun, Ivan Tashev
On training targets for noise-robust voice activity detection. EUSIPCO (2021)
Sebastian Braun, Ivan Tashev
Low Complexity Online Convolutional Beamforming. WASPAA (2021)
Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian K. C. Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Edward Cutrell, Andrew D. Wilson, Ivan Tashev
Decoding auditory and tactile attention for use in an EEG-based brain-computer interface. BCI (2020)
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement. CoRR (2020)
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
Stress Monitoring using Multimodal Bio-sensing Headset. CHI Extended Abstracts (2020)
Sebastian Braun, Ivan Tashev
Data Augmentation and Loss Normalization for Deep Noise Suppression. SPECOM (2020)
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement. ICASSP (2020)
Sebastian Braun, Ivan Tashev
Directional Interference Suppression Using a Spatial Relative Transfer Function Feature. ICASSP (2019)
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
Non-intrusive speech quality assessment using neural networks. CoRR (2019)
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
Non-intrusive Speech Quality Assessment Using Neural Networks. ICASSP (2019)
Sebastian Braun, Ivan Tashev
Acoustic Localization Using Spatial Probability in Noisy and Reverberant Environments. WASPAA (2019)
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
Convolutional-Recurrent Neural Networks for Speech Enhancement. CoRR (2018)
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection. ICASSP (2018)
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
Convolutional-Recurrent Neural Networks for Speech Enhancement. ICASSP (2018)
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy. ICASSP (2018)
Yanhui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-Channel Speech Enhancement and Recognition. ICASSP (2018)
Srinivas Parthasarathy, Ivan Tashev
Convolutional Neural Network Techniques for Speech Emotion Recognition. IWAENC (2018)
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy. CoRR (2018)
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality. CoRR (2017)
Shoaib Mohammed, Ivan Tashev
Unsupervised deep representation learning to remove motion artifacts in free-mode body sensor networks. BSN (2017)
Shoaib Mohammed, Ivan Tashev
A statistical approach to semi-supervised speech enhancement with low-order non-negative matrix factorization. ICASSP (2017)
Amit Das, Ivan Tashev, Shoaib Mohammed
Ultrasound based gesture recognition. ICASSP (2017)
Zhong-Qiu Wang, Ivan Tashev
Learning utterance-level representations for speech emotion and age/gender recognition using deep neural networks. ICASSP (2017)
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Precision Scaling of Neural Networks for Efficient Audio Processing. CoRR (2017)
Andrew L. Kun, Thomas M. Gable, Paul A. Green, Bryan Reimer, Christian P. Janssen, Peter Fröhlich, W. Thomas Miller III, Ivan Tashev, Shamsi T. Iqbal
CLW 2016: The Sixth Workshop on Cognitive Load and In-Vehicle Human-Machine Interaction. AutomotiveUI (adjunct) (2016)
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation. INTERSPEECH (2016)
Seyedmahdad Mirsamadi, Ivan Tashev
Causal Speech Enhancement Combining Data-Driven Learning and Suppression Rule Estimation. INTERSPEECH (2016)
Jinkyu Lee, Ivan Tashev
High-level feature representation using recurrent neural network for speech emotion recognition. INTERSPEECH (2015)
Andrew L. Kun, W. Thomas Miller III, Peter Fröhlich, Ivan Tashev, Paul A. Green, Shamsi T. Iqbal, Bryan Reimer, Thomas M. Gable, Peter A. Heeman
CLW 2014: The Fourth Workshop on Cognitive Load and In-Vehicle Human-Machine Interaction. AutomotiveUI (adjunct) (2014)
Piotr Tadeusz Bilinski, Jens Ahrens, Mark R. P. Thomas, Ivan Tashev, John C. Platt
HRTF magnitude synthesis via sparse representation of anthropometric features. ICASSP (2014)
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
Daredevil: indoor location using sound. ACM SIGMOBILE Mob. Comput. Commun. Rev. 18 (2) (2014)
Ivan Tashev
HRTF phase synthesis via sparse representation of anthropometric features. ITA (2014)
Kun Han, Dong Yu, Ivan Tashev
Speech emotion recognition using deep neural network and extreme learning machine. INTERSPEECH (2014)
Ivan Tashev, Malcolm Slaney
Data driven suppression rule for speech enhancement. ITA (2013)
Ivan Tashev
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction [Best of the Web]. IEEE Signal Process. Mag. 30 (5) (2013)
Jens Ahrens, Mark R. P. Thomas, Ivan Tashev
Efficient implementation of the spectral division method for arbitrary virtual sound fields. WASPAA (2013)
Jens Ahrens, Mark R. P. Thomas, Ivan Tashev
Gentle acoustic crosstalk cancelation using the spectral division method and Ambiophonics. WASPAA (2013)
Mark R. P. Thomas, Jens Ahrens, Ivan Tashev
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns. IWAENC (2012)
Ken'ichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John W. McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
Microphone array processing for distant speech recognition: Towards real-world deployment. APSIPA (2012)
Jens Ahrens, Mark R. P. Thomas, Ivan Tashev
HRTF magnitude modeling using a non-regularized least-squares fit of spherical harmonics coefficients on incomplete data. APSIPA (2012)
Ivan Tashev
Coherence based double talk detector with soft decision. ICASSP (2012)
Amit Anil Nanavati, Nitendra Rajput, Alexander I. Rudnicky, Markku Turunen, Andrew L. Kun, Tim Paek, Ivan Tashev
Workshop on Speech in Mobile and Pervasive Environments. Mobile HCI (2011)
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
Reclaiming the white spaces: spectrum efficient coexistence with primary users. CoNEXT (2011)
Michael L. Seltzer, Yun-Cheng Ju, Ivan Tashev, Ye-Yi Wang, Dong Yu
In-Car Media Search. IEEE Signal Process. Mag. 28 (4) (2011)
Hoang Do, Ivan Tashev, Alex Acero
A new speaker identification algorithm for gaming scenarios. ICASSP (2011)
Sven Nordholm, Thushara D. Abhayapala, Simon Doclo, Sharon Gannot, Patrick A. Naylor, Ivan Tashev
Microphone Array Speech Processing. EURASIP J. Adv. Signal Process. 2010 (2010)
Lae-Hoon Kim, Ivan Tashev, Alex Acero
Reverberated speech signal separation based on regularized subband feedforward ICA and instantaneous direction of arrival. ICASSP (2010)
Amit Anil Nanavati, Nitendra Rajput, Alexander I. Rudnicky, Markku Turunen, Andrew L. Kun, Tim Paek, Ivan Tashev
SiMPE: 5th workshop on speech in mobile and pervasive environments. Mobile HCI (2010)
Yun-Cheng Ju, Michael L. Seltzer, Ivan Tashev
Improving perceived accuracy for in-car media search. INTERSPEECH (2009)
Amit Anil Nanavati, Nitendra Rajput, Alexander I. Rudnicky, Markku Turunen, Andrew L. Kun, Tim Paek, Ivan Tashev
SiMPE: Fourth Workshop on Speech in Mobile and Pervasive Environments. Mobile HCI (2009)
Young-In Song, Ye-Yi Wang, Yun-Cheng Ju, Michael L. Seltzer, Ivan Tashev, Alex Acero
Voice search of structured media data. ICASSP (2009)
Nilesh Madhu, Ivan Tashev, Alex Acero
AN EM-based probabilistic approach for Acoustic Echo Suppression. ICASSP (2008)
Ivan Tashev, Jasha Droppo, Michael L. Seltzer, Alex Acero
Robust design of wideband loudspeaker arrays. ICASSP (2008)
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Sound capture system and spatial filter for small devices. INTERSPEECH (2008)
Michael L. Seltzer, Yun-Cheng Ju, Ivan Tashev, Alex Acero
Robust location understanding in spoken dialog systems using intersections. INTERSPEECH (2007)
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Robust Adaptive Beamforming Algorithm using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability. ICASSP (1) (2007)
Ivan Tashev, Henrique S. Malvar
Stationary-Tones Interference Cancellation using Adaptive Tracking. ICASSP (1) (2007)
Michael L. Seltzer, Ivan Tashev, Alex Acero
Microphone Array Post-Filter using Incremental Bayes Learning to Track the Spatial Distributions of Speech and Noise. ICASSP (1) (2007)
Ivan Tashev, Michael L. Seltzer, Yun-Cheng Ju, Dong Yu, Alex Acero
Commute UX: Telephone Dialog System for Location-based Services. SIGdial (2007)
Yong Rui, Eric Rudolph, Li-wei He, Rico Malvar, Michael F. Cohen, Ivan Tashev
PING: a Group-to-Individual Distributed Meeting System. ICME (2006)
Ivan Tashev, Henrique S. Malvar
A new beamformer design algorithm for microphone arrays. ICASSP (3) (2005)
Ivan Tashev
Gain self-calibration procedure for microphone arrays. ICME (2004)
Ross Cutler, Yong Rui, Anoop Gupta, Jonathan J. Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Distributed meetings: a meeting capture and broadcasting system. ACM Multimedia (2002)