Electrical Engineering and Systems Science

Authors and titles for April 2021

[1101] arXiv:2104.10903 (cross-list from cs.CR) [pdf, other]

Title: Blockchain based Privacy-Preserved Federated Learning for Medical Images: A Case Study of COVID-19 CT Scans

Rajesh Kumar, WenYong Wang, Cheng Yuan, Jay Kumar, Zakria, He Qing, Ting Yang, Abdullah Aman Khan

Comments: 15 Pages, 5 Tables, 11 Figures, Journal Paper, Elsevier format

Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[1102] arXiv:2104.10966 (cross-list from cs.OH) [pdf, other]

Title: A Composable Glitch-Aware Delay Model

Jürgen Maier, Daniel Öhlinger, Ulrich Schmid, Matthias Függer, Thomas Nowak

Comments: 13 pages, 9 figures, extended version of conference submission

Subjects: Other Computer Science (cs.OH); Signal Processing (eess.SP)

[1103] arXiv:2104.11032 (cross-list from cs.HC) [pdf, other]

Title: How emoji and word embedding helps to unveil emotional transitions during online messaging

Moeen Mostafavi, Michael D. Porter

Subjects: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL); Social and Information Networks (cs.SI); Systems and Control (eess.SY)

[1104] arXiv:2104.11051 (cross-list from cs.SD) [pdf, other]

Title: Protecting gender and identity with disentangled speech representations

Dimitrios Stoidis, Andrea Cavallaro

Comments: 5 pages, 2 figures

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[1105] arXiv:2104.11052 (cross-list from cs.IT) [pdf, other]

Title: Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems

Xisuo Ma, Zhen Gao, Feifei Gao, Marco Di Renzo

Comments: 18 pages, 18 figures, 2 tables. Accepted in IEEE JSAC. The codes may be available at this https URL

Subjects: Information Theory (cs.IT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Signal Processing (eess.SP)

[1106] arXiv:2104.11059 (cross-list from cs.RO) [pdf, other]

Title: MRRT: Multiple Rapidly-Exploring Random Trees for Fast Online Replanning in Dynamic Environments

Zongyuan Shen, James P. Wilson, Ryan Harvey, Shalabh Gupta

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[1107] arXiv:2104.11091 (cross-list from cs.IT) [pdf, other]

Title: Trajectory Optimization and Resource Allocation for OFDMA UAV Relay Networks

Shuhao Zeng, Hongliang Zhang, Boya Di, Lingyang Song

Comments: 33 pages, 6 figures, to be published in IEEE Transactions on Wireless Communications

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[1108] arXiv:2104.11093 (cross-list from math.OC) [pdf, other]

Title: Undiscounted Control Policy Generation for Continuous-Valued Optimal Control by Approximate Dynamic Programming

Jonathan Lock, Tomas McKelvey

Comments: 12 pages, 8 figures

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)

[1109] arXiv:2104.11116 (cross-list from cs.CV) [pdf, other]

Title: Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation

Hang Zhou, Yasheng Sun, Wayne Wu, Chen Change Loy, Xiaogang Wang, Ziwei Liu

Comments: Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. Code and models are available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)

[1110] arXiv:2104.11127 (cross-list from cs.CL) [pdf, other]

Title: Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network

Janne Pylkkönen (1), Antti Ukkonen (1 and 2), Juho Kilpikoski (1), Samu Tamminen (1), Hannes Heikinheimo (1) ((1) Speechly, (2) Department of Computer Science, University of Helsinki, Finland)

Comments: 5 pages, 2 figures. Accepted to Interspeech 2021

Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[1111] arXiv:2104.11178 (cross-list from cs.CV) [pdf, other]

Title: VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text

Hassan Akbari, Liangzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong

Comments: Published in the 35th Conference on Neural Information Processing Systems (NeurIPS 2021)

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM); Image and Video Processing (eess.IV)

[1112] arXiv:2104.11274 (cross-list from cs.CV) [pdf, other]

Title: Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images

Rohan Wadhawan, Tapan K. Gandhi

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Image and Video Processing (eess.IV)

[1113] arXiv:2104.11347 (cross-list from cs.SD) [pdf, other]

Title: Restoring degraded speech via a modified diffusion model

Jianwei Zhang, Suren Jayasuriya, Visar Berisha

Journal-ref: Proc. Interspeech 2021, 221-225, 2021)

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[1114] arXiv:2104.11348 (cross-list from cs.CL) [pdf, other]

Title: Earnings-21: A Practical Benchmark for ASR in the Wild

Miguel Del Rio, Natalie Delworth, Ryan Westerman, Michelle Huang, Nishchal Bhandari, Joseph Palakapilly, Quinten McNamara, Joshua Dong, Piotr Zelasko, Miguel Jette

Comments: Accepted to INTERSPEECH 2021. June 15 2021: Addressing the comments of reviewers and updating the results of our internal ESPNet model. The results do not change our conclusions. April 28th, 2021: We found and resolved an issue in our experimental evaluation that scored the LibriSpeech model at ~20% worse relative WER than the actual WER. The updated results do not affect our conclusions

Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[1115] arXiv:2104.11353 (cross-list from cs.RO) [pdf, other]

Title: Optimal Cost Design for Model Predictive Control

Avik Jain, Lawrence Chan, Daniel S. Brown, Anca D. Dragan

Comments: In proceedings of 3rd Annual Learning for Dynamics & Control Conference (L4DC) 2021

Subjects: Robotics (cs.RO); Machine Learning (cs.LG); Systems and Control (eess.SY)

[1116] arXiv:2104.11370 (cross-list from cs.RO) [pdf, other]

Title: Analysis and Modeling of Driver Behavior with Integrated Feedback of Visual and Haptic Information Under Shared Control

Zheng Wang

Subjects: Robotics (cs.RO); Human-Computer Interaction (cs.HC); Systems and Control (eess.SY)

[1117] arXiv:2104.11395 (cross-list from cs.SD) [pdf, other]

Title: Infant Vocal Tract Development Analysis and Diagnosis by Cry Signals with CNN Age Classification

Chunyan Ji, Yi Pan

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[1118] arXiv:2104.11401 (cross-list from cs.LG) [pdf, other]

Title: Intentional Deep Overfit Learning (IDOL): A Novel Deep Learning Strategy for Adaptive Radiation Therapy

Jaehee Chun (3), Justin C. Park (1), Sven Olberg (1 and 2), You Zhang (1), Dan Nguyen (1), Jing Wang (1), Jin Sung Kim (3), Steve Jiang (1) ((1) Medical Artificial Intelligence and Automation (MAIA) Laboratory, Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, USA, (2) Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, USA, (3) Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea)

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[1119] arXiv:2104.11421 (cross-list from cs.LG) [pdf, other]

Title: A Framework for Recognizing and Estimating Human Concentration Levels

Woodo Lee, Jakyung Koo, Nokyung Park, Pilgu Kang, Jeakwon Shim

Subjects: Machine Learning (cs.LG); Image and Video Processing (eess.IV); Signal Processing (eess.SP)

[1120] arXiv:2104.11462 (cross-list from cs.CL) [pdf, other]

Title: LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech

Solene Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Esteve, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier

Comments: Will be presented at Interspeech 2021

Journal-ref: Proc. Interspeech 2021

Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[1121] arXiv:2104.11478 (cross-list from cs.LG) [pdf, other]

Title: Inductive biases and Self Supervised Learning in modelling a physical heating system

Cristian Vicas

Comments: For the code and a small data sample see: this https URL

Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY)

[1122] arXiv:2104.11513 (cross-list from cs.IT) [pdf, other]

Title: UAV Communications with WPT-aided Cell-Free Massive MIMO Systems

Jiakang Zheng, Jiayi Zhang, Bo Ai

Comments: 32 pages, 10 figures, Accepted in IEEE Journal on Selected Areas in Communications

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[1123] arXiv:2104.11532 (cross-list from cs.SD) [pdf, other]

Title: 3D Convolutional Neural Networks for Ultrasound-Based Silent Speech Interfaces

László Tóth, Amin Honarmandi Shandiz

Comments: 10 pages, 2 tables , 3 figures

Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)

[1124] arXiv:2104.11537 (cross-list from cs.IT) [pdf, other]

Title: Practical Hybrid Beamforming for Millimeter Wave Massive MIMO Full Duplex with Limited Dynamic Range

Chandan Kumar Sheemar, Christo Kurisummoottil Thomas, Dirk Slock

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[1125] arXiv:2104.11587 (cross-list from cs.SD) [pdf, other]

Title: ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio

Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel

Comments: submitted IJCNN 2021

Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)

[1126] arXiv:2104.11590 (cross-list from cs.RO) [pdf, other]

Title: A Prioritized Trajectory Planning Algorithm for Connected and Automated Vehicle Mandatory Lane Changes

Nachuan Li, Austen Z. Fan, Riley Fischer, Wissam Kontar, Bin Ran

Subjects: Robotics (cs.RO); Systems and Control (eess.SY)

[1127] arXiv:2104.11598 (cross-list from cs.SD) [pdf, other]

Title: Reconstructing Speech from Real-Time Articulatory MRI Using Neural Vocoders

Yide Yu, Amin Honarmandi Shandiz, László Tóth

Comments: 6 pages. 4 tables, 3 figures

Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)

[1128] arXiv:2104.11599 (cross-list from cs.CV) [pdf, other]

Title: Region-Adaptive Deformable Network for Image Quality Assessment

Shuwei Shi, Qingyan Bai, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, Yujiu Yang

Comments: CVPR NTIRE Workshop 2021. The first two authors contribute equally to this work. Code is available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[1129] arXiv:2104.11601 (cross-list from cs.SD) [pdf, other]

Title: Improving Neural Silent Speech Interface Models by Adversarial Training

Amin Honarmandi Shandiz, László Tóth, Gábor Gosztolya, Alexandra Markó, Tamás Gábor Csapó

Comments: 11 pages, 3 tables, 2 figures

Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)

[1130] arXiv:2104.11629 (cross-list from cs.SD) [pdf, other]

Title: DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data

Shahin Amiriparian (1), Tobias Hübner (1), Maurice Gerczuk (1), Sandra Ottl (1), Björn W. Schuller (1,2) ((1) EIHW -- Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany, (2) GLAM -- Group on Language, Audio, and Music, Imperial College London, UK)

Comments: 5 pages, 1 figure

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[1131] arXiv:2104.11632 (cross-list from math.OC) [pdf, other]

Title: Encrypted Distributed Lasso for Sparse Data Predictive Control

Andreea B. Alexandru, Anastasios Tsiamis, George J. Pappas

Subjects: Optimization and Control (math.OC); Cryptography and Security (cs.CR); Systems and Control (eess.SY)

[1132] arXiv:2104.11673 (cross-list from cs.SD) [pdf, other]

Title: Deep Learning Based Assessment of Synthetic Speech Naturalness

Gabriel Mittag, Sebastian Möller

Comments: Late upload, presented at Interspeech 2020

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[1133] arXiv:2104.11706 (cross-list from cs.LG) [pdf, other]

Title: Safe Chance Constrained Reinforcement Learning for Batch Process Control

Max Mowbray, Panagiotis Petsagkourakis, Ehecatl Antonio del Río Chanona, Dongda Zhang

Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY)

[1134] arXiv:2104.11710 (cross-list from cs.SD) [pdf, other]

Title: Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation

Marco Gaido, Matteo Negri, Mauro Cettolo, Marco Turchi

Comments: Accepted to ICNLSP 2021

Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)

[1135] arXiv:2104.11797 (cross-list from cs.CV) [pdf, other]

Title: Ensembles of GANs for synthetic training data generation

Gabriel Eilertsen, Apostolia Tsirikoglou, Claes Lundström, Jonas Unger

Comments: ICLR 2021 workshop on Synthetic Data Generation: Quality, Privacy, Bias

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[1136] arXiv:2104.11846 (cross-list from cs.LG) [pdf, other]

Title: Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks

Osman Boyaci, Mohammad Rasoul Narimani, Katherine Davis, Muhammad Ismail, Thomas J Overbye, Erchin Serpedin

Comments: 13 pages

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Systems and Control (eess.SY)

[1137] arXiv:2104.11849 (cross-list from cs.CV) [pdf, other]

Title: Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics

Stone Yun, Alexander Wong

Comments: Accepted for publication in Mobile AI (MAI) Workshop 2021 at CVPR

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[1138] arXiv:2104.11865 (cross-list from math.OC) [pdf, other]

Title: Suboptimal coverings for continuous spaces of control tasks

James A. Preiss, Gaurav S. Sukhatme

Comments: 17 pages, 4 figures. To appear in the 3rd Annual Learning for Dynamics & Control Conference (L4DC), 2021

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)

[1139] arXiv:2104.11880 (cross-list from cs.SD) [pdf, other]

Title: Music Embedding: A Tool for Incorporating Music Theory into Computational Music Applications

SeyyedPooya HekmatiAthar, Mohd Anwar

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

[1140] arXiv:2104.11888 (cross-list from cs.RO) [pdf, other]

Title: MILIOM: Tightly Coupled Multi-Input Lidar-Inertia Odometry and Mapping

Thien-Minh Nguyen, Shenghai Yuan, Muqing Cao, Yang Lyu, Thien Hoang Nguyen, Lihua Xie

Comments: Accepted for IEEE RAL and IROS 2021

Journal-ref: IEEE Robotics and Automation Letters (Volume: 6, Issue: 3, July 2021)

Subjects: Robotics (cs.RO); Systems and Control (eess.SY)

[1141] arXiv:2104.11892 (cross-list from cs.CV) [pdf, other]

Title: A Survey of Modern Deep Learning based Object Detection Models

Syed Sahil Abbas Zaidi, Mohammad Samar Ansari, Asra Aslam, Nadia Kanwal, Mamoona Asghar, Brian Lee

Comments: Preprint submitted to IET Computer Vision

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[1142] arXiv:2104.11906 (cross-list from cs.CR) [pdf, other]

Title: A Review on C3I Systems' Security: Vulnerabilities, Attacks, and Countermeasures

Hussain Ahmad, Isuru Dharmadasa, Faheem Ullah, M. Ali Babar

Subjects: Cryptography and Security (cs.CR); Systems and Control (eess.SY)

[1143] arXiv:2104.11946 (cross-list from cs.LG) [pdf, other]

Title: Aligned Contrastive Predictive Coding

Jan Chorowski, Grzegorz Ciesielski, Jarosław Dzikowski, Adrian Łańcucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Paweł Rychlikowski, Michał Stypułkowski

Comments: Published in Interspeech 2021

Subjects: Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[1144] arXiv:2104.11979 (cross-list from cs.RO) [pdf, other]

Title: UNIFY: Multi-Belief Bayesian Grid Framework based on Automotive Radar

Stefan Haag, Bharanidhar Duraisamy, Daniel Pfrommer, Wolfgang Koch, Martin Fritzsche, Jurgen Dickmann

Subjects: Robotics (cs.RO); Systems and Control (eess.SY)

[1145] arXiv:2104.11984 (cross-list from cs.SD) [pdf, other]

Title: MusCaps: Generating Captions for Music Audio

Ilaria Manco, Emmanouil Benetos, Elio Quinton, Gyorgy Fazekas

Comments: Accepted to IJCNN 2021 for the Special Session on Representation Learning for Audio, Speech, and Music Processing

Subjects: Sound (cs.SD); Computation and Language (cs.CL); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[1146] arXiv:2104.12069 (cross-list from cs.CV) [pdf, other]

Title: Making Generated Images Hard To Spot: A Transferable Attack On Synthetic Image Detectors

Xinwei Zhao, Matthew C. Stamm

Journal-ref: International Conference on Pattern Recognition, August 2022, Montr\'eal Qu\'ebec

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[1147] arXiv:2104.12125 (cross-list from cs.LG) [pdf, other]

Title: Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building

Anjukan Kathirgamanathan, Eleni Mangina, Donal P. Finn

Comments: submitted to Energy and AI

Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY)

[1148] arXiv:2104.12159 (cross-list from cs.SD) [pdf, other]

Title: An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion

Sandipan Dhar, Nanda Dulal Jana, Swagatam Das

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[1149] arXiv:2104.12187 (cross-list from q-bio.NC) [pdf, other]

Title: Frequency Superposition -- A Multi-Frequency Stimulation Method in SSVEP-based BCIs

Jing Mu, David B. Grayden, Ying Tan, Denny Oetomo

Comments: 4 pages, 5 figures. This work has been accepted for publication in the 2021 IEEE EMBC

Subjects: Neurons and Cognition (q-bio.NC); Human-Computer Interaction (cs.HC); Signal Processing (eess.SP)

[1150] arXiv:2104.12274 (cross-list from cs.IT) [pdf, other]

Title: HyperRNN: Deep Learning-Aided Downlink CSI Acquisition via Partial Channel Reciprocity for FDD Massive MIMO

Yusha Liu, Osvaldo Simeone

Comments: To be presented at SPAWC 2021

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)