Electrical Engineering and Systems Science

Authors and titles for November 2021

[1101] arXiv:2111.11023 (cross-list from cs.SD) [pdf, other]

Title: Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature

Yiwen Shao, Shi-Xiong Zhang, Dong Yu

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

[1102] arXiv:2111.11061 (cross-list from cs.IT) [pdf, other]

Title: Capacity Optimal Generalized Multi-User MIMO: A Theoretical and Practical Framework

Yuhao Chi, Lei Liu, Guanghui Song, Ying Li, Yong Liang Guan, Chau Yuen

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

[1103] arXiv:2111.11063 (cross-list from cs.SD) [pdf, other]

Title: Comparing the Accuracy of Deep Neural Networks (DNN) and Convolutional Neural Network (CNN) in Music Genre Recognition (MGR): Experiments on Kurdish Music

Aza Zuhair, Hossein Hassani

Comments: 8 pages, 5 figures, 3 tables

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

[1104] arXiv:2111.11064 (cross-list from cs.IT) [pdf, other]

Title: An Asymptotically Optimal Approximation of the Conditional Mean Channel Estimator based on Gaussian Mixture Models

Michael Koller, Benedikt Fesl, Nurettin Turan, Wolfgang Utschick

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

[1105] arXiv:2111.11112 (cross-list from cs.IT) [pdf, other]

Title: Data Sensing and Offloading in Edge Computing Networks: TDMA or NOMA?

Zezu Liang, Hanbiao Chen, Yuan Liu, Fangjiong Chen

Comments: To appear in IEEE Transactions on Wireless Communications

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

[1106] arXiv:2111.11168 (cross-list from cs.LG) [pdf, other]

Title: Towards Understanding the Unreasonable Effectiveness of Learning AC-OPF Solutions

My H. Dinh, Ferdinando Fioretto, Mostafa Mohammadian, Kyri Baker

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

[1107] arXiv:2111.11250 (cross-list from cs.CV) [pdf, other]

Title: Action Recognition with Domain Invariant Features of Skeleton Image

Han Chen, Yifan Jiang, Hanseok Ko

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

[1108] arXiv:2111.11251 (cross-list from cs.LG) [pdf, other]

Title: Machine Learning-Based Soft Sensors for Vacuum Distillation Unit

Kamil Oster, Stefan Güttel, Lu Chen, Jonathan L. Shapiro, Megan Jobson

Comments: 9 pages; 7 figures; Conference Proceedings of 2021 AIChE Annual Meeting (7th - 19th November 2021)

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

[1109] arXiv:2111.11277 (cross-list from cs.LG) [pdf, other]

Title: BarrierNet: A Safety-Guaranteed Layer for Neural Networks

Wei Xiao, Ramin Hasani, Xiao Li, Daniela Rus

Comments: 23 pages

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

[1110] arXiv:2111.11289 (cross-list from cs.IT) [pdf, other]

Title: Environment-Aware Beam Selection for IRS-Aided Communication with Channel Knowledge Map

Dingyang Ding, Di Wu, Yong Zeng, Shi Jin, Rui Zhang

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

[1111] arXiv:2111.11368 (cross-list from cs.CV) [pdf, other]

Title: Adversarial Examples on Segmentation Models Can be Easy to Transfer

Jindong Gu, Hengshuang Zhao, Volker Tresp, Philip Torr

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

[1112] arXiv:2111.11380 (cross-list from cs.LG) [pdf, other]

Title: Improved Model based Deep Learning using Monotone Operator Learning (MOL)

Aniket Pramanik, Mathews Jacob

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

[1113] arXiv:2111.11410 (cross-list from cs.IT) [pdf, other]

Title: Turbo Autoencoder with a Trainable Interleaver

Karl Chahine, Yihan Jiang, Pooja Nuti, Hyeji Kim, Joonyoung Cho

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

[1114] arXiv:2111.11482 (cross-list from cs.LG) [pdf, other]

Title: Graph Neural Networks with Parallel Neighborhood Aggregations for Graph Classification

Siddhant Doshi, Sundeep Prabhakar Chepuri

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

[1115] arXiv:2111.11547 (cross-list from cs.CV) [pdf, other]

Title: Camera Measurement of Physiological Vital Signs

Daniel McDuff

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

[1116] arXiv:2111.11578 (cross-list from cs.CV) [pdf, other]

Title: Generative Adversarial Networks for Astronomical Images Generation

Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi

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

[1117] arXiv:2111.11600 (cross-list from cs.IT) [pdf, other]

Title: Throughput Maximization for Active Intelligent Reflecting Surface Aided Wireless Powered Communications

Piao Zeng, Deli Qiao, Qingqing Wu, Yuan Wu

Comments: Submitted to Wireless Communications Letters

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

[1118] arXiv:2111.11617 (cross-list from math.OC) [pdf, other]

Title: State Estimation of the Stefan PDE: A Tutorial on Design and Applications to Polar Ice and Batteries

Shumon Koga, Miroslav Krstic

Comments: 45 pages, 18 figures, submitted to Annual Reviews in Control

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

[1119] arXiv:2111.11628 (cross-list from math.OC) [pdf, other]

Title: $\Delta$-MILP: Deep Space Network Scheduling via Mixed-Integer Linear Programming

Thomas Claudet, Ryan Alimo, Edwin Goh, Mark Johnston, Ramtin Madani, Brian Wilson

Comments: 21 pages, 12 figures, 4 tables, 2 algorithms

Journal-ref: IEEE Access, Apr. 2022, vol. 10, pp. 41330 - 41340

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

[1120] arXiv:2111.11636 (cross-list from cs.SD) [pdf, other]

Title: Music Classification: Beyond Supervised Learning, Towards Real-world Applications

Minz Won, Janne Spijkervet, Keunwoo Choi

Comments: This is a web book written for a tutorial session of the 22nd International Society for Music Information Retrieval Conference, Nov 8-12, 2021. Please visit this https URL for the original, web book format

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

[1121] arXiv:2111.11650 (cross-list from cs.IT) [pdf, other]

Title: Aerial Intelligent Reflecting Surface Enabled Terahertz Covert Communications in Beyond-5G Internet of Things

Milad Tatar Mamaghani, Yi Hong

Comments: 23 pages, 14 figures, submitted for possible journal publication

Subjects: Information Theory (cs.IT); Emerging Technologies (cs.ET); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[1122] arXiv:2111.11661 (cross-list from cs.CR) [pdf, html, other]

Title: Optimum Noise Mechanism for Differentially Private Queries in Discrete Finite Sets

Sachin Kadam, Anna Scaglione, Nikhil Ravi, Sean Peisert, Brent Lunghino, Aram Shumavon

Comments: Accepted for publication in the journal Cybersecurity (this https URL)

Subjects: Cryptography and Security (cs.CR); Data Structures and Algorithms (cs.DS); Systems and Control (eess.SY)

[1123] arXiv:2111.11703 (cross-list from cs.LG) [pdf, other]

Title: A Contextual Latent Space Model: Subsequence Modulation in Melodic Sequence

Taketo Akama

Comments: 22nd International Society for Music Information Retrieval Conference (ISMIR), 2021; 8 pages

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

[1124] arXiv:2111.11734 (cross-list from cs.CV) [pdf, other]

Title: IR Motion Deblurring

Nisha Varghese, Mahesh Mohan M. R., A. N. Rajagopalan

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

[1125] arXiv:2111.11737 (cross-list from cs.SD) [pdf, other]

Title: ADTOF: A large dataset of non-synthetic music for automatic drum transcription

Mickael Zehren, Marco Alunno, Paolo Bientinesi

Comments: Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR, Online, pp. 818-824

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

[1126] arXiv:2111.11755 (cross-list from cs.SD) [pdf, other]

Title: Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance

Heeseung Kim, Sungwon Kim, Sungroh Yoon

Comments: 15 pages, 5 figures, ICML'2022

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

[1127] arXiv:2111.11773 (cross-list from cs.SD) [pdf, other]

Title: Upsampling layers for music source separation

Jordi Pons, Joan Serrà, Santiago Pascual, Giulio Cengarle, Daniel Arteaga, Davide Scaini

Comments: Demo page: this http URL

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

[1128] arXiv:2111.11789 (cross-list from cs.LG) [pdf, other]

Title: End-to-End Optimized Arrhythmia Detection Pipeline using Machine Learning for Ultra-Edge Devices

Sideshwar J B (1), Sachin Krishan T (1), Vishal Nagarajan (1), Shanthakumar S (2), Vineeth Vijayaraghavan (2) ((1) SSN College of Engineering, Chennai, India, (2) Solarillion Foundation, Chennai, India)

Comments: 8 pages, 9 figures, Accepted at 20th IEEE International Conference on Machine Learning and Applications (ICMLA) 2021

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

[1129] arXiv:2111.11794 (cross-list from cs.CV) [pdf, other]

Title: Introduction to Presentation Attack Detection in Face Biometrics and Recent Advances

Javier Hernandez-Ortega, Julian Fierrez, Aythami Morales, Javier Galbally

Comments: Chapter of the Handbook of Biometric Anti-Spoofing (Third Edition)

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

[1130] arXiv:2111.11813 (cross-list from cs.IT) [pdf, other]

Title: RIS-Assisted Receive Quadrature Space-Shift Keying: A New Paradigm and Performance Analysis

Mohamad H. Dinan, Nemanja Stefan Perovic, Mark F. Flanagan

Comments: 16 pages (double column), 6 figures

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

[1131] arXiv:2111.11839 (cross-list from cs.IT) [pdf, other]

Title: Reliable Deep Learning based Localization with CSI Fingerprints and Multiple Base Stations

Anastasios Foliadis, Mario H. Castañeda Garcia, Richard A. Stirling-Gallacher, Reiner S. Thomä

Comments: 6 pages, 6 figures, submitted for publication at IEEE ICC2022

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

[1132] arXiv:2111.11843 (cross-list from cs.CV) [pdf, other]

Title: U-shape Transformer for Underwater Image Enhancement

Lintao Peng, Chunli Zhu, Liheng Bian

Comments: under review

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

[1133] arXiv:2111.11859 (cross-list from cs.SD) [pdf, other]

Title: Longitudinal Speech Biomarkers for Automated Alzheimer's Detection

Jordi Laguarta Soler, Brian Subirana

Journal-ref: Frontiers in Computer Science, 08 April 2021

Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS); Quantitative Methods (q-bio.QM)

[1134] arXiv:2111.11890 (cross-list from cs.CE) [pdf, other]

Title: Application of Gaussian Processes to online approximation of compressor maps for load-sharing in a compressor station

Akhil Ahmed, Marta Zagorowska, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangöz

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

[1135] arXiv:2111.11980 (cross-list from cs.LG) [pdf, other]

Title: Scalable Learning for Optimal Load Shedding Under Power Grid Emergency Operations

Yuqi Zhou, Jeehyun Park, Hao Zhu

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

[1136] arXiv:2111.12028 (cross-list from cs.CL) [pdf, other]

Title: Romanian Speech Recognition Experiments from the ROBIN Project

Andrei-Marius Avram, Vasile Păiş, Dan Tufiş

Comments: 12 pages, 3 figures, ConsILR2020

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

[1137] arXiv:2111.12056 (cross-list from cs.LG) [pdf, other]

Title: Forget-SVGD: Particle-Based Bayesian Federated Unlearning

Jinu Gong, Osvaldo Simeone, Rahif Kassab, Joonhyuk Kang

Comments: submitted for conference publication

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

[1138] arXiv:2111.12064 (cross-list from cs.IT) [pdf, other]

Title: Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks

Fatemeh Lotfi, Omid Semiari, Walid Saad

Comments: This paper has been accepted for the 2022 IEEE International Conference on Communications (ICC)

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

[1139] arXiv:2111.12124 (cross-list from cs.SD) [pdf, other]

Title: Towards Learning Universal Audio Representations

Luyu Wang, Pauline Luc, Yan Wu, Adria Recasens, Lucas Smaira, Andrew Brock, Andrew Jaegle, Jean-Baptiste Alayrac, Sander Dieleman, Joao Carreira, Aaron van den Oord

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

[1140] arXiv:2111.12175 (cross-list from cs.LG) [pdf, other]

Title: Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization

Kuldeep S. Gill, Son Nguyen, Myo M. Thein, Alexander M. Wyglinski

Comments: 5 pages, 5 figures

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

[1141] arXiv:2111.12181 (cross-list from cs.IT) [pdf, other]

Title: Channel Characterization of Diffusion-based Molecular Communication with Multiple Fully-absorbing Receivers

Marco Ferrari, Fardad Vakilipoor, Eric Regonesi, Mariangela Rapisarda, Maurizio Magarini

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

[1142] arXiv:2111.12209 (cross-list from cs.NI) [pdf, other]

Title: Sistema de sensoriamento sem fio aplicavel a deteccao de incendios florestais

Lucas Santos Goncalves, Celso Barbosa Carvalho

Comments: in Portuguese

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

[1143] arXiv:2111.12212 (cross-list from cs.IT) [pdf, other]

Title: Long-Term CSI-based Design for RIS-Aided Multiuser MISO Systems Exploiting Deep Reinforcement Learning

Hong Ren, Cunhua Pan, Liang Wang, Zhoubing Kou, Kezhi Wang

Comments: Under revision in IEEE journal. Keywords: Reconfigurable intelligent surface (RIS), intelligent reflecting surface (IRS)

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

[1144] arXiv:2111.12290 (cross-list from cs.CV) [pdf, other]

Title: Attention-based Dual-stream Vision Transformer for Radar Gait Recognition

Shiliang Chen, Wentao He, Jianfeng Ren, Xudong Jiang

Comments: Under review

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

[1145] arXiv:2111.12295 (cross-list from cs.LG) [pdf, other]

Title: Animal behavior classification via deep learning on embedded systems

Reza Arablouei, Liang Wang, Lachlan Currie, Jordan Yates, Flavio A. P. Alvarenga, Greg J. Bishop-Hurley

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

[1146] arXiv:2111.12316 (cross-list from math.DS) [pdf, other]

Title: A note on stabilizing reinforcement learning

Pavel Osinenko, Grigory Yaremenko, Ilya Osokin

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

[1147] arXiv:2111.12324 (cross-list from cs.SD) [pdf, other]

Title: How Speech is Recognized to Be Emotional - A Study Based on Information Decomposition

Haoran Sun, Lantian Li, Thomas Fang Zheng, Dong Wang

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

[1148] arXiv:2111.12326 (cross-list from cs.SD) [pdf, other]

Title: A Study on Decoupled Probabilistic Linear Discriminant Analysis

Di Wang, Lantian Li, Hongzhi Yu, Dong Wang

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

[1149] arXiv:2111.12331 (cross-list from cs.SD) [pdf, other]

Title: An MAP Estimation for Between-Class Variance

Jiao Han, Yunqi Cai, Lantian Li, Guanyu Li, Dong Wang

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

[1150] arXiv:2111.12382 (cross-list from cs.IT) [pdf, other]

Title: Compressed Sensing Channel Estimation for OTFS Modulation in Non-Integer Delay-Doppler Domain

Felipe Gómez-Cuba

Comments: This is the author's self-archive preprint of a paper accepted in IEEE GLOBECOM 2021

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