Electrical Engineering and Systems Science

Authors and titles for September 2021

[751] arXiv:2109.01989 (cross-list from cs.SD) [pdf, other]

Title: The SpeakIn System for VoxCeleb Speaker Recognition Challange 2021

Miao Zhao, Yufeng Ma, Min Liu, Minqiang Xu

Comments: Submitted to INTERSPEECH2021 VoxSRC2021 Workshop

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

[752] arXiv:2109.02011 (cross-list from cs.SD) [pdf, other]

Title: A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement

Guochen Yu, Yutian Wang, Hui Wang, Qin Zhang, Chengshi Zheng

Comments: Accepted by Speech Communication

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

[753] arXiv:2109.02047 (cross-list from cs.SD) [pdf, other]

Title: The ByteDance Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2021

Keke Wang, Xudong Mao, Hao Wu, Chen Ding, Chuxiang Shang, Rui Xia, Yuxuan Wang

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

[754] arXiv:2109.02051 (cross-list from cs.SD) [pdf, other]

Title: Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection

Amir Mohammad Rostami, Mohammad Mehdi Homayounpour, Ahmad Nickabadi

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

[755] arXiv:2109.02052 (cross-list from cs.SD) [pdf, other]

Title: The Phonexia VoxCeleb Speaker Recognition Challenge 2021 System Description

Josef Slavíček, Albert Swart, Michal Klčo, Niko Brümmer

Comments: Second place in the self-supervised track of VoxSRC-21: VoxCeleb Speaker Recognition Challenge

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

[756] arXiv:2109.02082 (cross-list from cs.LG) [pdf, other]

Title: Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering

Kaan Gokcesu, Hakan Gokcesu

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Mathematical Finance (q-fin.MF); Machine Learning (stat.ML)

[757] arXiv:2109.02096 (cross-list from cs.SD) [pdf, other]

Title: Timbre Transfer with Variational Auto Encoding and Cycle-Consistent Adversarial Networks

Russell Sammut Bonnici, Charalampos Saitis, Martin Benning

Comments: 12 pages, 3 main figures, 4 tables

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[758] arXiv:2109.02140 (cross-list from math.OC) [pdf, other]

Title: Implementation of MPC in embedded systems using first order methods

Pablo Krupa

Comments: Ph.D. dissertation. 2nd edition. 192 pages

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

[759] arXiv:2109.02186 (cross-list from cs.NI) [pdf, other]

Title: Achieving QoS for Real-Time Bursty Applications over Passive Optical Networks

Dibbendu Roy, Aravinda S. Rao, Tansu Alpcan, Goutam Das, Marimuthu Palaniswami

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

[760] arXiv:2109.02241 (cross-list from cs.LG) [pdf, other]

Title: Supervised DKRC with Images for Offline System Identification

Alexander Krolicki, Pierre-Yves Lavertu

Comments: 7 Pages, 9 Figures, 2 Algorithms, will be updated with updated examples once available

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

[761] arXiv:2109.02252 (cross-list from q-bio.QM) [pdf, other]

Title: Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study

Junhua Chen, Inigo Bermejo, Andre Dekker, Leonard Wee

Subjects: Quantitative Methods (q-bio.QM); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[762] arXiv:2109.02253 (cross-list from cs.RO) [pdf, other]

Title: Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery

Shahnewaz Ali, Yaqub Jonmohamadi, Ross Crawford, Davide Fontanarosa, Ajay K. Pandey

Subjects: Robotics (cs.RO); Image and Video Processing (eess.IV)

[763] arXiv:2109.02327 (cross-list from cs.IT) [pdf, other]

Title: Robust Congestion Control for Demand-Based Optimization in Precoded Multi-Beam High Throughput Satellite Communications

Van-Phuc Bui, Trinh Van Chien, Eva Lagunas, Joël Grotz, Symeon Chatzinotas, Björn Ottersten

Comments: 20 pages, 12 figures, and 1 table. Accepted to publish in the IEEE TCOM

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

[764] arXiv:2109.02333 (cross-list from physics.optics) [pdf, other]

Title: Full-color photon-counting single-pixel imaging

Ya-Nan Zhao, Hong-Yun Hou, Jia-Cheng Han, Hong-Chao Liu, Su-Heng Zhang, De-Zhong Cao, Bao-Lai Liang

Comments: 5 pages, 4 figures

Subjects: Optics (physics.optics); Image and Video Processing (eess.IV); Instrumentation and Detectors (physics.ins-det)

[765] arXiv:2109.02336 (cross-list from cs.CR) [pdf, other]

Title: Towards an Approach to Contextual Detection of Multi-Stage Cyber Attacks in Smart Grids

Ömer Sen, Dennis van der Velde, Katharina A. Wehrmeister, Immanuel Hacker, Martin Henze, Michael Andres

Comments: To be published in Proceedings of the 2021 International Conference on Smart Energy Systems and Technologies (SEST)

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

[766] arXiv:2109.02353 (cross-list from cs.IT) [pdf, other]

Title: Reconfigurable Intelligent Surface Empowered Over-the-Air Federated Edge Learning

Hang Liu, Zehong Lin, Xiaojun Yuan, Ying-Jun Angela Zhang

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

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[767] arXiv:2109.02385 (cross-list from cs.HC) [pdf, other]

Title: Printed Texts Tracking and Following for a Finger-Wearable Electro-Braille System Through Opto-electrotactile Feedback

Mehdi Rahimi, Yantao Shen, Zhiming Liu, Fang Jiang

Subjects: Human-Computer Interaction (cs.HC); Image and Video Processing (eess.IV); Systems and Control (eess.SY)

[768] arXiv:2109.02392 (cross-list from cs.NI) [pdf, other]

Title: LoRa-RL: Deep Reinforcement Learning for Resource Management in Hybrid Energy LoRa Wireless Networks

Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa Qaraqe, Mounir Hamdi

Comments: IEEE Internet of Things Journal, to appear

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

[769] arXiv:2109.02439 (cross-list from cs.LG) [pdf, other]

Title: Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study

Joy Tzung-yu Wu, Miguel Ángel Armengol de la Hoz, Po-Chih Kuo, Joseph Alexander Paguio, Jasper Seth Yao, Edward Christopher Dee, Wesley Yeung, Jerry Jurado, Achintya Moulick, Carmelo Milazzo, Paloma Peinado, Paula Villares, Antonio Cubillo, José Felipe Varona, Hyung-Chul Lee, Alberto Estirado, José Maria Castellano, Leo Anthony Celi

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

[770] arXiv:2109.02472 (cross-list from cs.SD) [pdf, other]

Title: Audio-based Musical Version Identification: Elements and Challenges

Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà

Comments: Accepted to be published in IEEE Signal Processing Magazine

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

[771] arXiv:2109.02502 (cross-list from cs.IT) [pdf, other]

Title: Jammer Mitigation via Beam-Slicing for Low-Resolution mmWave Massive MU-MIMO

Gian Marti, Oscar Castañeda, Christoph Studer

Comments: To appear in the IEEE Open Journal of Circuits and Systems. arXiv admin note: substantial text overlap with arXiv:2108.03202

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

[772] arXiv:2109.02512 (cross-list from math.DS) [pdf, other]

Title: Optimal Lockdown Strategy in a Pandemic: An Exploratory Analysis for Covid-19

Gopal K. Basak, Chandramauli Chakraborty, Pranab Kumar Das

Comments: 17 pages plus 22 figures and 6 tables

Subjects: Dynamical Systems (math.DS); General Economics (econ.GN); Systems and Control (eess.SY); Optimization and Control (math.OC)

[773] arXiv:2109.02537 (cross-list from math.OC) [pdf, other]

Title: Robust Control Barrier Functions with Sector-Bounded Uncertainties

Jyot Buch, Shih-Chi Liao, Peter Seiler

Comments: 7 Pages, 4 Figures, Submitted to LCSS/ACC 2022

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

[774] arXiv:2109.02606 (cross-list from cs.LG) [pdf, other]

Title: Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications

Alexandre Capone, Armin Lederer, Sandra Hirche

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

[775] arXiv:2109.02692 (cross-list from cs.SD) [pdf, other]

Title: Machine Learning: Challenges, Limitations, and Compatibility for Audio Restoration Processes

Owen Casey, Rushit Dave, Naeem Seliya, Evelyn R Sowells Boone

Comments: 6 pages, 2 figures

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

[776] arXiv:2109.02703 (cross-list from math.OC) [pdf, other]

Title: Large-Scale System Identification Using a Randomized SVD

Han Wang, James Anderson

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

[777] arXiv:2109.02723 (cross-list from physics.geo-ph) [pdf, other]

Title: OKSP: A Novel Deep Learning Automatic Event Detection Pipeline for Seismic Monitoringin Costa Rica

Leonardo van der Laat, Ronald J.L. Baldares, Esteban J. Chaves, Esteban Meneses

Subjects: Geophysics (physics.geo-ph); Machine Learning (cs.LG); Signal Processing (eess.SP)

[778] arXiv:2109.02756 (cross-list from math.OC) [pdf, other]

Title: Proportional-Integral Projected Gradient Method for Infeasibility Detection in Conic Optimization

Yue Yu, Ufuk Topcu

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

[779] arXiv:2109.02763 (cross-list from cs.SD) [pdf, other]

Title: Binaural SoundNet: Predicting Semantics, Depth and Motion with Binaural Sounds

Dengxin Dai, Arun Balajee Vasudevan, Jiri Matas, Luc Van Gool

Comments: Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:2003.04210

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

[780] arXiv:2109.02773 (cross-list from cs.SD) [pdf, other]

Title: Complementing Handcrafted Features with Raw Waveform Using a Light-weight Auxiliary Model

Zhongwei Teng, Quchen Fu, Jules White, Maria Powell, Douglas C. Schmidt

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

[781] arXiv:2109.02774 (cross-list from cs.SD) [pdf, other]

Title: FastAudio: A Learnable Audio Front-End for Spoof Speech Detection

Quchen Fu, Zhongwei Teng, Jules White, Maria Powell, Douglas C. Schmidt

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

[782] arXiv:2109.02785 (cross-list from q-bio.QM) [pdf, other]

Title: Analysis of MRI Biomarkers for Brain Cancer Survival Prediction

Subhashis Banerjee, Sushmita Mitra, Lawrence O. Hall

Subjects: Quantitative Methods (q-bio.QM); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[783] arXiv:2109.02911 (cross-list from cs.IT) [pdf, other]

Title: Exploiting Simultaneous Low-Rank and Sparsity in Delay-Angular Domain for Millimeter-Wave/Terahertz Wideband Massive Access

Xiaodan Shao, Xiaoming Chen, Caijun Zhong, Zhaoyang Zhang

Comments: IEEE Transactions on Wireless Communications, 2021

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

[784] arXiv:2109.02954 (cross-list from math.OC) [pdf, other]

Title: Stealthy Cyber-Attack Design Using Dynamic Programming

Sribalaji C. Anand, André M. H. Teixeira

Comments: Accepted to the Conference on Decision and Control 2021

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

[785] arXiv:2109.02993 (cross-list from cs.CV) [pdf, other]

Title: Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors

Hasam Khalid, Minha Kim, Shahroz Tariq, Simon S. Woo

Comments: 2 Figures, 2 Tables, Accepted for publication at the 1st Workshop on Synthetic Multimedia - Audiovisual Deepfake Generation and Detection (ADGD '21) at ACM MM 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)

[786] arXiv:2109.03026 (cross-list from cs.AR) [pdf, other]

Title: High-Resolution Waveform Capture Device on a Cyclone-V FPGA

Noeloikeau Charlot, Daniel J. Gauthier, Andrew Pomerance

Subjects: Hardware Architecture (cs.AR); Systems and Control (eess.SY); High Energy Physics - Experiment (hep-ex)

[787] arXiv:2109.03037 (cross-list from cs.RO) [pdf, other]

Title: A drl based distributed formation control scheme with stream based collision avoidance

Xinyou Qiu, Xiaoxiang Li, Jian Wang, Yu Wang, Yuan Shen

Comments: 5 pages, 5 figures, been accepted and to be published in IEEE International Conference on Autonomous Systems 2021

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

[788] arXiv:2109.03058 (cross-list from cs.IT) [pdf, other]

Title: On the Effective Rate of NOMA in Underlay Spectrum Sharing

Vaibhav Kumar, Zhiguo Ding, Mark F. Flanagan

Comments: 6 pages. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2021

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

[789] arXiv:2109.03115 (cross-list from q-bio.NC) [pdf, other]

Title: Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity

Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson

Comments: MLCN 2021

Subjects: Neurons and Cognition (q-bio.NC); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[790] arXiv:2109.03219 (cross-list from cs.SD) [pdf, other]

Title: Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds

Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Van Dung Do, Hai Nguyen, Ngoc Duy Nguyen

Comments: 4 pages

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

[791] arXiv:2109.03222 (cross-list from math.OC) [pdf, other]

Title: Subsystem-Based Control with Modularity for Strict-Feedback Form Nonlinear Systems

Janne Koivumäki, Jukka-Pekka Humaloja, Lassi Paunonen, Wen-Hong Zhu, Jouni Mattila

Comments: 14 pages, 6 figures

Journal-ref: IEEE Transactions on Automatic Control, 68(7):4336-4343, 2023

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

[792] arXiv:2109.03264 (cross-list from cs.CL) [pdf, other]

Title: Text-Free Prosody-Aware Generative Spoken Language Modeling

Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu-Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu

Comments: ACL 2022

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

[793] arXiv:2109.03277 (cross-list from cs.CL) [pdf, other]

Title: A Dual-Decoder Conformer for Multilingual Speech Recognition

Krishna D N

Comments: 5 pages

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

[794] arXiv:2109.03284 (cross-list from physics.app-ph) [pdf, other]

Title: Metasurface-Programmable Wireless Network-on-Chip

Mohammadreza F. Imani, Sergi Abadal, Philipp del Hougne

Comments: 15 pages including 8 figures

Journal-ref: Adv. Sci. TBD, 2201458 (2022)

Subjects: Applied Physics (physics.app-ph); Information Theory (cs.IT); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[795] arXiv:2109.03292 (cross-list from cs.CV) [pdf, other]

Title: Simple Video Generation using Neural ODEs

David Kanaa, Vikram Voleti, Samira Ebrahimi Kahou, Christopher Pal

Comments: 8 pages, 4 figures, NeurIPS 2019 workshop

Journal-ref: NeurIPS 2019 Workshop

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

[796] arXiv:2109.03330 (cross-list from cs.LO) [pdf, other]

Title: Any-horizon uniform random sampling and enumeration of constrained scenarios for simulation-based formal verification

Toni Mancini, Igor Melatti, Enrico Tronci

Comments: 14 pages. IEEE Transactions on Software Engineering, 2021

Subjects: Logic in Computer Science (cs.LO); Software Engineering (cs.SE); Systems and Control (eess.SY)

[797] arXiv:2109.03338 (cross-list from math.OC) [pdf, other]

Title: $\mathcal{N}$IPM-MPC: An Efficient Null-Space Method Based Interior-Point Method for Model Predictive Control

Kai Pfeiffer, Ludovic Righetti

Subjects: Optimization and Control (math.OC); Performance (cs.PF); Systems and Control (eess.SY); Numerical Analysis (math.NA)

[798] arXiv:2109.03381 (cross-list from cs.CL) [pdf, other]

Title: Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering

Chenyu You, Nuo Chen, Yuexian Zou

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

[799] arXiv:2109.03434 (cross-list from math.OC) [pdf, other]

Title: Flexibility Requirement when Tracking Renewable Power Fluctuation with Peer-to-Peer Energy Sharing

Yue Chen, Wei Wei, Mingxuan Li, Laijun Chen, João P. S. Catalão

Comments: 11 pages, 10 figures

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

[800] arXiv:2109.03445 (cross-list from stat.ML) [pdf, html, other]

Title: Convergence of Batch Asynchronous Stochastic Approximation With Applications to Reinforcement Learning

Rajeeva L. Karandikar, M. Vidyasagar

Comments: 34 pages, 1 figure

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY); Probability (math.PR)