Topic-Conversation Relevance (TCR) Dataset and Benchmarks
Yaran Fan, Jamie Pool, Senja Filipi, Ross Cutler
October 2024
Ross Cutler
Distinguished Engineer
Publications
Publications by Year
-
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM Multimedia Systems Conference (MMSys ’24) | April 2024
Meeting effectiveness and inclusiveness: large-scale measurement, identification of key features, and prediction in real-world remote meetings
Yasaman Hosseinkashi, Lev Tankelevitch, Jamie Pool, Ross Cutler, Chinmaya Madan
CSCW 2024 | April 2024
-
Don’t Forget the User: It’s Time to Rethink Network Measurements
Rahul Bothra, Aryan Taneja, Debopam Bhattacherjee, Rohan Gandhi, Venkat Padmanabhan, Ranjita Bhagwan, Nagarajan Natarajan, Saikat Guha, Ross Cutler
ACM HotNets | November 2023
-
Performance optimizations on deep noise suppression models
Jerry Chee, Sebastian Braun, Vishak Gopal, Ross Cutler
IEEE Workshop on Multimedia Signal Processing (MMSP) | September 2022
AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
CHIWORK 2022 | June 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
ICASSP | May 2022
ICASSP 2022 Deep Noise Suppression Challenge
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
ICASSP | May 2022
-
AECMOS: A speech quality assessment metric for echo impairment
Marju Purin, Sten Sootla, Mateja Sponza, Ando Saabas, Ross Cutler
ICASSP 2022 | October 2021
Meeting Effectiveness and Inclusiveness in Remote Collaboration
Ross Cutler, Yasaman Hosseinkashi, Jamie Pool, Senja Filipi, Robert Aichner, Yuan Tu, Johannes Gehrke
CSCW 2021 | October 2021
INTERSPEECH 2021 Deep Noise Suppression Challenge
Chandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Asokan Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
Interspeech | August 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing
Babak Naderi, Ross Cutler
Interspeech 2021 | August 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
Interspeech 2021 | August 2021
Speech Quality Assessment in Crowdsourcing: Comparison Category Rating Method
Babak Naderi, Sebastian Moller, Ross Cutler
2021 Quality of Multimedia Experience | June 2021
ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
ICASSP 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Crowdsourcing Approach for Subjective Evaluation of Echo Impairment
Ross Cutler, Babak Nadari, Markus Loide, Sten Sootla, Ando Saabas
2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021
-
Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2020 International Conference on Acoustics, Speech, and Signal Processing | October 2020
An Open Source Implementation of ITU-T Recommendation P.808 with Validation
Babak Naderi, Ross Cutler
2020 Conference of the International Speech Communication Association | October 2020
DNN No-Reference PSTN Speech Quality Prediction
Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi, Michael Revow, Sriram Srinivasan, Naglakshmi Chande, Robert Aichner
2020 Conference of the International Speech Communication Association | October 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 2020
Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
2020 Knowledge Discovery and Data Mining | August 2020
Multimodal Active Speaker Detection and Virtual Cinematography for Video Conferencing
Ross Cutler, Ramin Mehran, Sam Johnson, Cha Zhang, Adam Kirk, Oliver Whyte, Adarsh Kowdle
2020 International Conference on Acoustics, Speech, and Signal Processing | 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
-
Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
Machine Learning for Systems, NeurIPS | December 2019
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
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
-
Trustworthy Experimentation Under Telemetry Loss
Jayant Gupchup, Yasaman Hosseinkashi, Pavel Dmitriev, Daniel Schneider, Andrei Jefremov, Martin Ellis, Ross Cutler
2018 Conference on Information and Knowledge Management | October 2018
DOI Publication Publication Publication Publication Publication
On Design of Problem Token Questions in Quality of Experience Surveys
Jayant Gupchup, Ebrahim Beyrami, Martin Ellis, Yasaman Hosseinkashi, Sam Johnson, Ross Cutler
2018 Quality of Multimedia Experience | April 2018
-
Analysis of problem tokens to rank factors impacting quality in VoIP applications
Jayant Gupchup, Yasaman Hosseinkashi, Martin Ellis, Sam Johnson, Ross Cutler
2017 Quality of Multimedia Experience | April 2017
-
SureCall: Towards Glitch-Free Real-Time Audio/Video Conferencing
Amit Mondal, Ross Cutler, Cheng Huang, Jin Li, Aleksandar Kuzmanovic
2010 IEEE 18th International Workshop on Quality of Service (IWQoS) | June 2010
-
Boosting-Based Multimodal Speaker Detection for Distributed Meeting Videos
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, Paul Viola, Xinding Sun, Nelson Pinto, Zhengyou Zhang
IEEE Transactions on Multimedia | August 2008, pp. 1541-1552
-
Head-Size Equalization for Improved Visual Perception in Video Conferencing
Zicheng Liu, Michael Cohen, D. Bhatnagar, Ross Cutler, Zheng Zhang
IEEE Transactions on Multimedia | October 2007, Vol 9(7): pp. 1520-1527
-
Boosting-Based Multimodal Speaker Detection for Distributed Meetings
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, P. Viola
2006 Multimedia Signal Processing | September 2006
-
Quality Assessment of Panorama Video for Videoconferencing Applications
S. Leorin, L. Lucchese, Ross Cutler
2005 Multimedia Signal Processing | September 2005
Automatic Head-Size Equalization in Panorama Images for Video Conferencing
Ya Chang, Ross Cutler, Zicheng Liu, Zhengyou Zhang, Alex Acero, Matthew Turk
MSR-TR-2005-48 | May 2005
Published by Microsoft
-
High-quality linear interpolation for demosaicing of Bayer-patterned color images
Henrique S. Malvar, Li-wei He, Ross Cutler
International Conference of Acoustic, Speech and Signal Processing | May 2004
Gait recognition using image self-similarity
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
EURASIP Journal on Advances in Signal Processing | April 2004, Vol 2004(4): pp. 572-585
DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
-
The distributed meetings system
2003 International Conference on Acoustics, Speech, and Signal Processing | April 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
Person identification using automatic height and stride estimation
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 International Conference on Pattern Recognition | July 2002
View-invariant Estimation of Height and Stride for Gait Recognition
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 European Conference on Computer Vision | May 2002
Motion-based recognition of people in EigenGait space
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
Stride and cadence as a biometric in automatic person identification and verification
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
DOI Publication Publication Publication Publication Publication
Design and Implementation of the University of Maryland Keck Laboratory for the Analysis of Visual Movement
Ross Cutler, Ramani Duraiswami, J. Hench Qian, Larry S. Davis
February 2002
-
EigenGait: Motion-Based Recognition of People Using Image Self-Similarity
Chiraz BenAbdelkader, Ross Cutler, Harsh Nanda, Larry S. Davis
Lecture Notes in Computer Science | June 2001, pp. 284-294
Practical calibrations for a real-time digital omnidirectional camera
Harsh Nanda, Ross Cutler
CVPR | December 2001
Publications by Research Area
-
Topic-Conversation Relevance (TCR) Dataset and Benchmarks
Yaran Fan, Jamie Pool, Senja Filipi, Ross Cutler
October 2024
Meeting effectiveness and inclusiveness: large-scale measurement, identification of key features, and prediction in real-world remote meetings
Yasaman Hosseinkashi, Lev Tankelevitch, Jamie Pool, Ross Cutler, Chinmaya Madan
CSCW 2024 | April 2024
AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
CHIWORK 2022 | June 2022
-
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM Multimedia Systems Conference (MMSys ’24) | April 2024
Performance optimizations on deep noise suppression models
Jerry Chee, Sebastian Braun, Vishak Gopal, Ross Cutler
IEEE Workshop on Multimedia Signal Processing (MMSP) | September 2022
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing
Babak Naderi, Ross Cutler
Interspeech 2021 | August 2021
INTERSPEECH 2021 Deep Noise Suppression Challenge
Chandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Asokan Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
Interspeech | August 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021
Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2020 International Conference on Acoustics, Speech, and Signal Processing | October 2020
DNN No-Reference PSTN Speech Quality Prediction
Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi, Michael Revow, Sriram Srinivasan, Naglakshmi Chande, Robert Aichner
2020 Conference of the International Speech Communication Association | October 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 2020
Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
2020 Knowledge Discovery and Data Mining | August 2020
Multimodal Active Speaker Detection and Virtual Cinematography for Video Conferencing
Ross Cutler, Ramin Mehran, Sam Johnson, Cha Zhang, Adam Kirk, Oliver Whyte, Adarsh Kowdle
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
Machine Learning for Systems, NeurIPS | December 2019
Trustworthy Experimentation Under Telemetry Loss
Jayant Gupchup, Yasaman Hosseinkashi, Pavel Dmitriev, Daniel Schneider, Andrei Jefremov, Martin Ellis, Ross Cutler
2018 Conference on Information and Knowledge Management | October 2018
DOI Publication Publication Publication Publication Publication
On Design of Problem Token Questions in Quality of Experience Surveys
Jayant Gupchup, Ebrahim Beyrami, Martin Ellis, Yasaman Hosseinkashi, Sam Johnson, Ross Cutler
2018 Quality of Multimedia Experience | April 2018
Analysis of problem tokens to rank factors impacting quality in VoIP applications
Jayant Gupchup, Yasaman Hosseinkashi, Martin Ellis, Sam Johnson, Ross Cutler
2017 Quality of Multimedia Experience | April 2017
Gait recognition using image self-similarity
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
EURASIP Journal on Advances in Signal Processing | April 2004, Vol 2004(4): pp. 572-585
DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
The distributed meetings system
2003 International Conference on Acoustics, Speech, and Signal Processing | April 2003
Person identification using automatic height and stride estimation
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 International Conference on Pattern Recognition | July 2002
Stride and cadence as a biometric in automatic person identification and verification
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
DOI Publication Publication Publication Publication Publication
Motion-based recognition of people in EigenGait space
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
-
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM Multimedia Systems Conference (MMSys ’24) | April 2024
Don’t Forget the User: It’s Time to Rethink Network Measurements
Rahul Bothra, Aryan Taneja, Debopam Bhattacherjee, Rohan Gandhi, Venkat Padmanabhan, Ranjita Bhagwan, Nagarajan Natarajan, Saikat Guha, Ross Cutler
ACM HotNets | November 2023
Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
SureCall: Towards Glitch-Free Real-Time Audio/Video Conferencing
Amit Mondal, Ross Cutler, Cheng Huang, Jin Li, Aleksandar Kuzmanovic
2010 IEEE 18th International Workshop on Quality of Service (IWQoS) | June 2010
High-quality linear interpolation for demosaicing of Bayer-patterned color images
Henrique S. Malvar, Li-wei He, Ross Cutler
International Conference of Acoustic, Speech and Signal Processing | May 2004
-
Meeting effectiveness and inclusiveness: large-scale measurement, identification of key features, and prediction in real-world remote meetings
Yasaman Hosseinkashi, Lev Tankelevitch, Jamie Pool, Ross Cutler, Chinmaya Madan
CSCW 2024 | April 2024
AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
CHIWORK 2022 | June 2022
Meeting Effectiveness and Inclusiveness in Remote Collaboration
Ross Cutler, Yasaman Hosseinkashi, Jamie Pool, Senja Filipi, Robert Aichner, Yuan Tu, Johannes Gehrke
CSCW 2021 | October 2021
-
Performance optimizations on deep noise suppression models
Jerry Chee, Sebastian Braun, Vishak Gopal, Ross Cutler
IEEE Workshop on Multimedia Signal Processing (MMSP) | September 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
ICASSP | May 2022
ICASSP 2022 Deep Noise Suppression Challenge
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
ICASSP | May 2022
AECMOS: A speech quality assessment metric for echo impairment
Marju Purin, Sten Sootla, Mateja Sponza, Ando Saabas, Ross Cutler
ICASSP 2022 | October 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing
Babak Naderi, Ross Cutler
Interspeech 2021 | August 2021
INTERSPEECH 2021 Deep Noise Suppression Challenge
Chandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Asokan Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
Interspeech | August 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
Interspeech 2021 | August 2021
Speech Quality Assessment in Crowdsourcing: Comparison Category Rating Method
Babak Naderi, Sebastian Moller, Ross Cutler
2021 Quality of Multimedia Experience | June 2021
ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
ICASSP 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021
Crowdsourcing Approach for Subjective Evaluation of Echo Impairment
Ross Cutler, Babak Nadari, Markus Loide, Sten Sootla, Ando Saabas
2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2020 International Conference on Acoustics, Speech, and Signal Processing | October 2020
An Open Source Implementation of ITU-T Recommendation P.808 with Validation
Babak Naderi, Ross Cutler
2020 Conference of the International Speech Communication Association | October 2020
DNN No-Reference PSTN Speech Quality Prediction
Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi, Michael Revow, Sriram Srinivasan, Naglakshmi Chande, Robert Aichner
2020 Conference of the International Speech Communication Association | October 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 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
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
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
On Design of Problem Token Questions in Quality of Experience Surveys
Jayant Gupchup, Ebrahim Beyrami, Martin Ellis, Yasaman Hosseinkashi, Sam Johnson, Ross Cutler
2018 Quality of Multimedia Experience | April 2018
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
-
EigenGait: Motion-Based Recognition of People Using Image Self-Similarity
Chiraz BenAbdelkader, Ross Cutler, Harsh Nanda, Larry S. Davis
Lecture Notes in Computer Science | June 2001, pp. 284-294
Boosting-Based Multimodal Speaker Detection for Distributed Meeting Videos
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, Paul Viola, Xinding Sun, Nelson Pinto, Zhengyou Zhang
IEEE Transactions on Multimedia | August 2008, pp. 1541-1552
Head-Size Equalization for Improved Visual Perception in Video Conferencing
Zicheng Liu, Michael Cohen, D. Bhatnagar, Ross Cutler, Zheng Zhang
IEEE Transactions on Multimedia | October 2007, Vol 9(7): pp. 1520-1527
Boosting-Based Multimodal Speaker Detection for Distributed Meetings
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, P. Viola
2006 Multimedia Signal Processing | September 2006
Quality Assessment of Panorama Video for Videoconferencing Applications
S. Leorin, L. Lucchese, Ross Cutler
2005 Multimedia Signal Processing | September 2005
Automatic Head-Size Equalization in Panorama Images for Video Conferencing
Ya Chang, Ross Cutler, Zicheng Liu, Zhengyou Zhang, Alex Acero, Matthew Turk
MSR-TR-2005-48 | May 2005
Published by Microsoft
Gait recognition using image self-similarity
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
EURASIP Journal on Advances in Signal Processing | April 2004, Vol 2004(4): pp. 572-585
DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
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
Person identification using automatic height and stride estimation
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 International Conference on Pattern Recognition | July 2002
View-invariant Estimation of Height and Stride for Gait Recognition
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 European Conference on Computer Vision | May 2002
Stride and cadence as a biometric in automatic person identification and verification
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
DOI Publication Publication Publication Publication Publication
Motion-based recognition of people in EigenGait space
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
Design and Implementation of the University of Maryland Keck Laboratory for the Analysis of Visual Movement
Ross Cutler, Ramani Duraiswami, J. Hench Qian, Larry S. Davis
February 2002
Practical calibrations for a real-time digital omnidirectional camera
Harsh Nanda, Ross Cutler
CVPR | December 2001
-
Multimodal Active Speaker Detection and Virtual Cinematography for Video Conferencing
Ross Cutler, Ramin Mehran, Sam Johnson, Cha Zhang, Adam Kirk, Oliver Whyte, Adarsh Kowdle
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
Machine Learning for Systems, NeurIPS | December 2019
On Design of Problem Token Questions in Quality of Experience Surveys
Jayant Gupchup, Ebrahim Beyrami, Martin Ellis, Yasaman Hosseinkashi, Sam Johnson, Ross Cutler
2018 Quality of Multimedia Experience | April 2018
Analysis of problem tokens to rank factors impacting quality in VoIP applications
Jayant Gupchup, Yasaman Hosseinkashi, Martin Ellis, Sam Johnson, Ross Cutler
2017 Quality of Multimedia Experience | April 2017
Boosting-Based Multimodal Speaker Detection for Distributed Meetings
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, P. Viola
2006 Multimedia Signal Processing | September 2006
The distributed meetings system
2003 International Conference on Acoustics, Speech, and Signal Processing | April 2003
-
Trustworthy Experimentation Under Telemetry Loss
Jayant Gupchup, Yasaman Hosseinkashi, Pavel Dmitriev, Daniel Schneider, Andrei Jefremov, Martin Ellis, Ross Cutler
2018 Conference on Information and Knowledge Management | October 2018
DOI Publication Publication Publication Publication Publication
Analysis of problem tokens to rank factors impacting quality in VoIP applications
Jayant Gupchup, Yasaman Hosseinkashi, Martin Ellis, Sam Johnson, Ross Cutler
2017 Quality of Multimedia Experience | April 2017
High-quality linear interpolation for demosaicing of Bayer-patterned color images
Henrique S. Malvar, Li-wei He, Ross Cutler
International Conference of Acoustic, Speech and Signal Processing | May 2004
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Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
2020 Knowledge Discovery and Data Mining | August 2020
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Boosting-Based Multimodal Speaker Detection for Distributed Meeting Videos
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, Paul Viola, Xinding Sun, Nelson Pinto, Zhengyou Zhang
IEEE Transactions on Multimedia | August 2008, pp. 1541-1552
Publications by Type
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Topic-Conversation Relevance (TCR) Dataset and Benchmarks
Yaran Fan, Jamie Pool, Senja Filipi, Ross Cutler
October 2024
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ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM Multimedia Systems Conference (MMSys ’24) | April 2024
Don’t Forget the User: It’s Time to Rethink Network Measurements
Rahul Bothra, Aryan Taneja, Debopam Bhattacherjee, Rohan Gandhi, Venkat Padmanabhan, Ranjita Bhagwan, Nagarajan Natarajan, Saikat Guha, Ross Cutler
ACM HotNets | November 2023
Performance optimizations on deep noise suppression models
Jerry Chee, Sebastian Braun, Vishak Gopal, Ross Cutler
IEEE Workshop on Multimedia Signal Processing (MMSP) | September 2022
AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
CHIWORK 2022 | June 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
ICASSP | May 2022
ICASSP 2022 Deep Noise Suppression Challenge
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
ICASSP | May 2022
AECMOS: A speech quality assessment metric for echo impairment
Marju Purin, Sten Sootla, Mateja Sponza, Ando Saabas, Ross Cutler
ICASSP 2022 | October 2021
Meeting Effectiveness and Inclusiveness in Remote Collaboration
Ross Cutler, Yasaman Hosseinkashi, Jamie Pool, Senja Filipi, Robert Aichner, Yuan Tu, Johannes Gehrke
CSCW 2021 | October 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing
Babak Naderi, Ross Cutler
Interspeech 2021 | August 2021
INTERSPEECH 2021 Deep Noise Suppression Challenge
Chandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Asokan Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
Interspeech | August 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
Interspeech 2021 | August 2021
Speech Quality Assessment in Crowdsourcing: Comparison Category Rating Method
Babak Naderi, Sebastian Moller, Ross Cutler
2021 Quality of Multimedia Experience | June 2021
ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
ICASSP 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021
Crowdsourcing Approach for Subjective Evaluation of Echo Impairment
Ross Cutler, Babak Nadari, Markus Loide, Sten Sootla, Ando Saabas
2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021
Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler
2020 International Conference on Acoustics, Speech, and Signal Processing | October 2020
An Open Source Implementation of ITU-T Recommendation P.808 with Validation
Babak Naderi, Ross Cutler
2020 Conference of the International Speech Communication Association | October 2020
DNN No-Reference PSTN Speech Quality Prediction
Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi, Michael Revow, Sriram Srinivasan, Naglakshmi Chande, Robert Aichner
2020 Conference of the International Speech Communication Association | October 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 2020
Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
2020 Knowledge Discovery and Data Mining | August 2020
Multimodal Active Speaker Detection and Virtual Cinematography for Video Conferencing
Ross Cutler, Ramin Mehran, Sam Johnson, Cha Zhang, Adam Kirk, Oliver Whyte, Adarsh Kowdle
2020 International Conference on Acoustics, Speech, and Signal Processing | 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
Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
Machine Learning for Systems, NeurIPS | December 2019
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
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
Trustworthy Experimentation Under Telemetry Loss
Jayant Gupchup, Yasaman Hosseinkashi, Pavel Dmitriev, Daniel Schneider, Andrei Jefremov, Martin Ellis, Ross Cutler
2018 Conference on Information and Knowledge Management | October 2018
DOI Publication Publication Publication Publication Publication
On Design of Problem Token Questions in Quality of Experience Surveys
Jayant Gupchup, Ebrahim Beyrami, Martin Ellis, Yasaman Hosseinkashi, Sam Johnson, Ross Cutler
2018 Quality of Multimedia Experience | April 2018
Analysis of problem tokens to rank factors impacting quality in VoIP applications
Jayant Gupchup, Yasaman Hosseinkashi, Martin Ellis, Sam Johnson, Ross Cutler
2017 Quality of Multimedia Experience | April 2017
SureCall: Towards Glitch-Free Real-Time Audio/Video Conferencing
Amit Mondal, Ross Cutler, Cheng Huang, Jin Li, Aleksandar Kuzmanovic
2010 IEEE 18th International Workshop on Quality of Service (IWQoS) | June 2010
Boosting-Based Multimodal Speaker Detection for Distributed Meetings
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, P. Viola
2006 Multimedia Signal Processing | September 2006
Quality Assessment of Panorama Video for Videoconferencing Applications
S. Leorin, L. Lucchese, Ross Cutler
2005 Multimedia Signal Processing | September 2005
High-quality linear interpolation for demosaicing of Bayer-patterned color images
Henrique S. Malvar, Li-wei He, Ross Cutler
International Conference of Acoustic, Speech and Signal Processing | May 2004
The distributed meetings system
2003 International Conference on Acoustics, Speech, and Signal Processing | April 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
Person identification using automatic height and stride estimation
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 International Conference on Pattern Recognition | July 2002
View-invariant Estimation of Height and Stride for Gait Recognition
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 European Conference on Computer Vision | May 2002
Stride and cadence as a biometric in automatic person identification and verification
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
DOI Publication Publication Publication Publication Publication
Motion-based recognition of people in EigenGait space
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
2002 IEEE International Conference on Automatic Face and Gesture Recognition | May 2002
Practical calibrations for a real-time digital omnidirectional camera
Harsh Nanda, Ross Cutler
CVPR | December 2001
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EigenGait: Motion-Based Recognition of People Using Image Self-Similarity
Chiraz BenAbdelkader, Ross Cutler, Harsh Nanda, Larry S. Davis
Lecture Notes in Computer Science | June 2001, pp. 284-294
Meeting effectiveness and inclusiveness: large-scale measurement, identification of key features, and prediction in real-world remote meetings
Yasaman Hosseinkashi, Lev Tankelevitch, Jamie Pool, Ross Cutler, Chinmaya Madan
CSCW 2024 | April 2024
Boosting-Based Multimodal Speaker Detection for Distributed Meeting Videos
Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, Paul Viola, Xinding Sun, Nelson Pinto, Zhengyou Zhang
IEEE Transactions on Multimedia | August 2008, pp. 1541-1552
Head-Size Equalization for Improved Visual Perception in Video Conferencing
Zicheng Liu, Michael Cohen, D. Bhatnagar, Ross Cutler, Zheng Zhang
IEEE Transactions on Multimedia | October 2007, Vol 9(7): pp. 1520-1527
Gait recognition using image self-similarity
Chiraz BenAbdelkader, Ross Cutler, Larry S. Davis
EURASIP Journal on Advances in Signal Processing | April 2004, Vol 2004(4): pp. 572-585
DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
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Design and Implementation of the University of Maryland Keck Laboratory for the Analysis of Visual Movement
Ross Cutler, Ramani Duraiswami, J. Hench Qian, Larry S. Davis
February 2002
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Automatic Head-Size Equalization in Panorama Images for Video Conferencing
Ya Chang, Ross Cutler, Zicheng Liu, Zhengyou Zhang, Alex Acero, Matthew Turk
MSR-TR-2005-48 | May 2005
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