Shuayb Zarar

According to our database, Shuayb Zarar authored at least 15 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Model-Switching: Dealing with Fluctuating Workloads in Machine-Learning-as-a-Service Systems.

Jeff Zhang, Sameh Elnikety, Shuayb Zarar, Atul Gupta, Siddharth Garg

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

2019

Guest Editorial: AI Enabled Connected Health Informatics.

Shuayb Zarar, Georgia D. Tourassi, Chris D. Nugent

IEEE J. Biomed. Health Informatics, 2019

CompAct: On-chip <underline>Com</underline>pression of <underline>Act</underline>ivations for Low Power Systolic Array Based CNN Acceleration.

Jeff Jun Zhang, Parul Raj, Shuayb Zarar, Amol Ambardekar, Siddharth Garg

ACM Trans. Embed. Comput. Syst., 2019

Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio.

Benjamin Elizalde, Shuayb Zarar, Bhiksha Raj

Proceedings of the IEEE International Conference on Acoustics, 2019

Sensor Fusion for Learning-based Tracking of Controller Movement in Virtual Reality.

Chen Song, Shuayb Zarar

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy.

Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar

CoRR, 2018

Machine Learning for Placement-Insensitive Inertial Motion Capture.

Xuesu Xiao, Shuayb Zarar

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Convolutional-Recurrent Neural Networks for Speech Enhancement.

Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-Channel Speech Enhancement and Recognition.

Yanhui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee

Proceedings of the 2018 IEEE International Conference on Acoustics, 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

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy.

Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Packet loss concealment with recurrent neural networks for wireless inertial pose tracking.

Xuesu Xiao, Shuayb Zarar

Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018

A Wearable System for Articulated Human Pose Tracking Under Uncertainty of Sensor Placement.

Xuesu Xiao, Shuayb Zarar

Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018

2017

Precision Scaling of Neural Networks for Efficient Audio Processing.

Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar

CoRR, 2017

Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality.

Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar

CoRR, 2017