Electrical Engineering and Systems Science

Authors and titles for August 2021

[701] arXiv:2108.02241 (cross-list from cs.LG) [pdf, other]

Title: Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition

Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad

Comments: 5 pages, 2 figures. Accepted at 2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP)

[702] arXiv:2108.02271 (cross-list from cs.SD) [pdf, other]

Title: Daft-Exprt: Cross-Speaker Prosody Transfer on Any Text for Expressive Speech Synthesis

Julian Zaïdi, Hugo Seuté, Benjamin van Niekerk, Marc-André Carbonneau

Comments: Submitted to Interspeech 2022, 5 pages, 5 figures, 2 tables

Journal-ref: Proc. Interspeech (2022) 4591-4595

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

[703] arXiv:2108.02281 (cross-list from cs.NI) [pdf, other]

Title: Context-Aware Environment Monitoring to Support LPWAN-based Battlefield Applications

Guilherme Rotth Zibetti, Juliano Araujo Wickboldt, Edison Pignaton de Freitas

Journal-ref: Computer Communications 189C (2022) pp. 18-27

Subjects: Networking and Internet Architecture (cs.NI); Systems and Control (eess.SY)

[704] arXiv:2108.02335 (cross-list from math.OC) [pdf, other]

Title: Advances in Trajectory Optimization for Space Vehicle Control

Danylo Malyuta, Yue Yu, Purnanand Elango, Behcet Acikmese

Comments: 100 pages, 18 figures, 1 table; accepted in Elsevier Annual Reviews in Control

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

[705] arXiv:2108.02370 (cross-list from cs.DC) [pdf, other]

Title: Spotify Danceability and Popularity Analysis using SAP

Virginia Ochi, Ricardo Estrada, Teezal Gaji, Wendy Gadea, Emily Duong

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[706] arXiv:2108.02379 (cross-list from cs.RO) [pdf, other]

Title: Cable Driven Rehabilitation Robots: Comparison of Applications and Control Strategies

Muhammad Shoaib, Ehsan Asadi, Joono Cheong, Alireza Bab-Hadiashar

Comments: 26 pages, 4 figures, accepted at IEEE access

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

[707] arXiv:2108.02406 (cross-list from cs.IT) [pdf, other]

Title: IRS-Aided Energy Efficient UAV Communication

Hyesang Cho, Junil Choi

Comments: 11 pages, 7 figures, accepted to Journals of Communications and Networks as "Energy Minimization for UAV Communication Systems Assisted With Multiple IRSs."

Journal-ref: Journal of Communications and Networks, vol. 24, no. 5, pp. 566-578, October 2022

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

[708] arXiv:2108.02510 (cross-list from cs.SD) [pdf, other]

Title: Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation

Sarala Padi, Seyed Omid Sadjadi, Dinesh Manocha, Ram D. Sriram

Comments: Accepted at ACM/SIGCHI ICMI'21

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Audio and Speech Processing (eess.AS)

[709] arXiv:2108.02539 (cross-list from cs.SD) [pdf, other]

Title: SLoClas: A Database for Joint Sound Localization and Classification

Xinyuan Qian, Bidisha Sharma, Amine El Abridi, Haizhou Li

Comments: Submitted to O-COCOSDA 2021

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

[710] arXiv:2108.02541 (cross-list from cs.IT) [pdf, other]

Title: Foundations of User-Centric Cell-Free Massive MIMO

Özlem Tuğfe Demir, Emil Björnson, Luca Sanguinetti

Comments: This is the authors' version of the manuscript: Özlem Tugfe Demir, Emil Björnson and Luca Sanguinetti (2021), "Foundations of User-Centric Cell-Free Massive MIMO", Foundations and Trends in Signal Processing: Vol. 14, No. 3-4, pp 162-472

Journal-ref: Foundations and Trends in Signal Processing: Vol. 14, No. 3-4, pp 162-472 (2021)

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

[711] arXiv:2108.02563 (cross-list from cs.CV) [pdf, other]

Title: GuavaNet: A deep neural network architecture for automatic sensory evaluation to predict degree of acceptability for Guava by a consumer

Vipul Mehra

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

[712] arXiv:2108.02565 (cross-list from cs.LG) [pdf, other]

Title: Dependable Neural Networks Through Redundancy, A Comparison of Redundant Architectures

Hans Dermot Doran, Gianluca Ielpo, David Ganz, Michael Zapke

Comments: Presented at the Embedded World Conference 2021, Nuremberg (online). 4 pages, 5 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Systems and Control (eess.SY)

[713] arXiv:2108.02576 (cross-list from cs.SD) [pdf, other]

Title: Performer Identification From Symbolic Representation of Music Using Statistical Models

Syed Rifat Mahmud Rafee, Gyorgy Fazekas, Geraint A.Wiggins

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

[714] arXiv:2108.02577 (cross-list from nlin.CD) [pdf, other]

Title: Chaos Synchronization using Nonlinear Observers with applications to Cryptography

Mohamed Camil Belhadjoudja

Subjects: Chaotic Dynamics (nlin.CD); Cryptography and Security (cs.CR); Systems and Control (eess.SY)

[715] arXiv:2108.02602 (cross-list from math.OC) [pdf, other]

Title: Tikhonov Regularization of Circle-Valued Signals

Laurent Condat

Subjects: Optimization and Control (math.OC); Computer Vision and Pattern Recognition (cs.CV); Signal Processing (eess.SP)

[716] arXiv:2108.02607 (cross-list from cs.CV) [pdf, other]

Title: UniCon: Unified Context Network for Robust Active Speaker Detection

Yuanhang Zhang, Susan Liang, Shuang Yang, Xiao Liu, Zhongqin Wu, Shiguang Shan, Xilin Chen

Comments: 10 pages, 6 figures; to appear at ACM Multimedia 2021

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

[717] arXiv:2108.02625 (cross-list from cs.SD) [pdf, other]

Title: MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription

Emir Demirel, Sven Ahlbäck, Simon Dixon

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

[718] arXiv:2108.02632 (cross-list from math.OC) [pdf, other]

Title: Remarks on input to state stability of perturbed gradient flows, motivated by model-free feedback control learning

Eduardo D. Sontag

Comments: Version 2 has now includes a more descriptive abstract and introduction, more citations, and a detailed discussion of the steepest descent algorithm as an ISS discrete-time system. Version 3 added a few citations in the discussion (thanks to readers who suggested)

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

[719] arXiv:2108.02651 (cross-list from math.OC) [pdf, other]

Title: Next-Gen Gas Network Simulation

Christian Himpe, Sara Grundel, Peter Benner

Subjects: Optimization and Control (math.OC); Computational Engineering, Finance, and Science (cs.CE); Systems and Control (eess.SY)

[720] arXiv:2108.02701 (cross-list from cs.LG) [pdf, other]

Title: Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty

Reazul Hasan Russel, Mouhacine Benosman, Jeroen Van Baar, Radu Corcodel

Comments: arXiv admin note: text overlap with arXiv:2010.04870

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

[721] arXiv:2108.02716 (cross-list from cs.NI) [pdf, other]

Title: Link Quality-Guaranteed Minimum-Cost Millimeter-Wave Base Station Deployment

Miaomiao Dong, Taejoon Kim, Minsung Cho, Kangeun Lee, Sungrok Yoon

Comments: 16 pages, submitted to IEEE Transactions on Wireless Communications

Subjects: Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[722] arXiv:2108.02764 (cross-list from math.NA) [pdf, other]

Title: Electromagnetic Modeling of Lossy Materials with a Potential-Based Boundary Element Method

Shashwat Sharma, Piero Triverio

Comments: IEEE Antennas and Wireless Propagation Letters, 2021 (early access)

Subjects: Numerical Analysis (math.NA); Signal Processing (eess.SP)

[723] arXiv:2108.02852 (cross-list from cs.PF) [pdf, other]

Title: Two Basic Queueing Models of Service Platforms in Digital Sharing Economy

Heng-Li Liu, Quan-Lin Li, Xiaole Wu, Chi Zhang

Comments: 35 pages, 7 figures

Subjects: Performance (cs.PF); Social and Information Networks (cs.SI); Systems and Control (eess.SY); Probability (math.PR)

[724] arXiv:2108.02879 (cross-list from math-ph) [pdf, other]

Title: The most likely evolution of diffusing and vanishing particles: Schrodinger Bridges with unbalanced marginals

Yongxin Chen, Tryphon T. Georgiou, Michele Pavon

Comments: 22 pages, 4 figures

Subjects: Mathematical Physics (math-ph); Systems and Control (eess.SY); Probability (math.PR)

[725] arXiv:2108.02891 (cross-list from cs.LG) [pdf, other]

Title: User Scheduling for Federated Learning Through Over-the-Air Computation

Xiang Ma, Haijian Sun, Qun Wang, Rose Qingyang Hu

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

[726] arXiv:2108.02990 (cross-list from cs.IT) [pdf, other]

Title: Alternative Formulations for the Fluctuating Two-Ray Fading Model

Maryam Olyaee, Juan M. Romero-Jerez, F. Javier Lopez-Martinez, Andrea J. Goldsmith

Comments: This work has been submitted to the IEEE for publication

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

[727] arXiv:2108.03008 (cross-list from cs.SD) [pdf, other]

Title: An Empirical Study on End-to-End Singing Voice Synthesis with Encoder-Decoder Architectures

Dengfeng Ke, Yuxing Lu, Xudong Liu, Yanyan Xu, Jing Sun, Cheng-Hao Cai

Comments: 27 pages, 4 figures, 5 tables

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

[728] arXiv:2108.03082 (cross-list from cs.IT) [pdf, other]

Title: Anomaly Search with Multiple Plays under Delay and Switching Costs

Tidhar Lambez, Kobi Cohen

Comments: 30 pages, 7 figures (14 images)

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

[729] arXiv:2108.03129 (cross-list from q-bio.NC) [pdf, other]

Title: Accurate simulation of operating system updates in neuroimaging using Monte-Carlo arithmetic

Ali Salari (1), Yohan Chatelain (1), Gregory Kiar (2), Tristan Glatard (1) ((1) Department of Computer Science and Software Engineering, Concordia University, Montréal, QC, Canada, (2) Center for the Developing Brain, Child Mind Institute, New York, NY, USA)

Comments: 10 pages, 4 figures, 19 references

Subjects: Neurons and Cognition (q-bio.NC); Image and Video Processing (eess.IV)

[730] arXiv:2108.03143 (cross-list from math.OC) [pdf, other]

Title: An Integrated Progressive Hedging and Benders Decomposition with Multiple Master Method to Solve the Brazilian Generation Expansion Problem

Alessandro Soares, Alexandre Street, Tiago Andrade, Joaquim Dias Garcia

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

[731] arXiv:2108.03177 (cross-list from cs.LG) [pdf, other]

Title: Shift-invariant waveform learning on epileptic ECoG

Carlos H. Mendoza-Cardenas, Austin J. Brockmeier

Comments: To be published in the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Corrected band number for patient Study012 in Table IV

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP)

[732] arXiv:2108.03202 (cross-list from cs.IT) [pdf, other]

Title: Beam-Slicing for Jammer Mitigation in mmWave Massive MU-MIMO

Oscar Castañeda, Gian Marti, Christoph Studer

Comments: To be presented at the IEEE International Workshop on Signal Processing Systems (SiPS) 2021

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

[733] arXiv:2108.03212 (cross-list from cs.RO) [pdf, other]

Title: Differentiable Moving Horizon Estimation for Robust Flight Control

Bingheng Wang, Zhengtian Ma, Shupeng Lai, Lin Zhao, Tong Heng Lee

Comments: This paper was accepted for presentation at the 60th IEEE Conference on Decision and Control (CDC2021). The extended version here contains the experiment results and an appendix with brief proofs for the two lemmas

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

[734] arXiv:2108.03256 (cross-list from cs.CV) [pdf, other]

Title: The Right to Talk: An Audio-Visual Transformer Approach

Thanh-Dat Truong, Chi Nhan Duong, The De Vu, Hoang Anh Pham, Bhiksha Raj, Ngan Le, Khoa Luu

Comments: Accepted to ICCV 2021

Subjects: Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[735] arXiv:2108.03285 (cross-list from math.OC) [pdf, other]

Title: Online Stochastic Gradient Methods Under Sub-Weibull Noise and the Polyak-{\L}ojasiewicz Condition

Seunghyun Kim, Liam Madden, Emiliano Dall'Anese

Journal-ref: 2022 IEEE 61st Conference on Decision and Control (CDC), 3499-3506, 2022

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

[736] arXiv:2108.03340 (cross-list from cs.CL) [pdf, other]

Title: Tiny Neural Models for Seq2Seq

Arun Kandoor

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

[737] arXiv:2108.03456 (cross-list from cs.SD) [pdf, other]

Title: A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis

Liwei Lin, Qiuqiang Kong, Junyan Jiang, Gus Xia

Comments: Accepted by ISMIR2021

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

[738] arXiv:2108.03562 (cross-list from cs.DC) [pdf, other]

Title: Master Graduation Thesis: A Lightweight and Distributed Container-based Framework

Qifan Deng, Rajkumar Buyya

Comments: this https URL

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Databases (cs.DB); Networking and Internet Architecture (cs.NI); Performance (cs.PF); Systems and Control (eess.SY)

[739] arXiv:2108.03569 (cross-list from cs.SD) [pdf, other]

Title: Deep Single Shot Musical Instrument Identification using Scalograms

Debdutta Chatterjee, Arindam Dutta, Dibakar Sil, Aniruddha Chandra

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

[740] arXiv:2108.03581 (cross-list from cs.CV) [pdf, other]

Title: Visible Watermark Removal via Self-calibrated Localization and Background Refinement

Jing Liang, Li Niu, Fengjun Guo, Teng Long, Liqing Zhang

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

[741] arXiv:2108.03591 (cross-list from cs.LG) [pdf, other]

Title: FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning

Shuang Dai, Fanlin Meng, Qian Wang, Xizhong Chen

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

[742] arXiv:2108.03609 (cross-list from cs.IT) [pdf, other]

Title: Enabling Plug-and-Play and Crowdsourcing SLAM in Wireless Communication Systems

Jie Yang, Chao-Kai Wen, Shi Jin, Xiao Li

Comments: Paper accepted for publication in IEEE Transactions on Wireless Communications

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

[743] arXiv:2108.03729 (cross-list from stat.ME) [pdf, other]

Title: Multi-Target Tracking with Dependent Likelihood Structures in Labeled Random Finite Set Filters

Lingji Chen

Subjects: Methodology (stat.ME); Signal Processing (eess.SP)

[744] arXiv:2108.03818 (cross-list from cs.SD) [pdf, other]

Title: Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition

Arash Dehghani, Seyyed Ali Seyyedsalehi

Journal-ref: Neural Process Lett (2022)

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

[745] arXiv:2108.03941 (cross-list from cs.IT) [pdf, other]

Title: Deep Learning Based Antenna-time Domain Channel Extrapolation for Hybrid mmWave Massive MIMO

Shunbo Zhang, Shun Zhang, Jianpeng Ma, Tian Liu, Octavia A. Dobre

Comments: 5 pages, 5 figures

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

[746] arXiv:2108.04036 (cross-list from cs.LG) [pdf, other]

Title: Fed-BEV: A Federated Learning Framework for Modelling Energy Consumption of Battery Electric Vehicles

Mingming Liu

Comments: The paper has been accepted by the 2021 IEEE Vehicular Technology Conference (VTC2021-Fall)

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

[747] arXiv:2108.04175 (cross-list from cs.CV) [pdf, other]

Title: Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI

Lucas Fidon, Michael Aertsen, Nada Mufti, Thomas Deprest, Doaa Emam, Frédéric Guffens, Ernst Schwartz, Michael Ebner, Daniela Prayer, Gregor Kasprian, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Georg Langs, Tom Vercauteren

Comments: Accepted at the MICCAI 2021 Perinatal, Preterm and Paediatric Image Analysis (PIPPI) workshop. arXiv admin note: substantial text overlap with arXiv:2001.02658

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

[748] arXiv:2108.04177 (cross-list from cs.CV) [pdf, other]

Title: Novel scorpion detection system combining computer vision and fluorescence

Francisco Luis Giambelluca, Jorge Osio, Luis A. Giambelluca, Marcelo A. Cappelletti

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

[749] arXiv:2108.04212 (cross-list from cs.CV) [pdf, other]

Title: AutoVideo: An Automated Video Action Recognition System

Daochen Zha, Zaid Pervaiz Bhat, Yi-Wei Chen, Yicheng Wang, Sirui Ding, Jiaben Chen, Kwei-Herng Lai, Mohammad Qazim Bhat, Anmoll Kumar Jain, Alfredo Costilla Reyes, Na Zou, Xia Hu

Comments: Accepted by IJCAI this https URL

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

[750] arXiv:2108.04223 (cross-list from cs.CV) [pdf, other]

Title: Merging Tasks for Video Panoptic Segmentation

Jake Rap, Panagiotis Meletis

Comments: Bachelor Thesis

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