Electrical Engineering and Systems Science

Authors and titles for August 2021

[951] arXiv:2108.11089 (cross-list from cs.SD) [pdf, other]

Title: Detecting Drill Failure in the Small Short-sound Drill Dataset

Thanh Tran, Nhat Truong Pham, Jan Lundgren

Comments: 8 pages, 10 figures, journal

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

[952] arXiv:2108.11100 (cross-list from cs.CV) [pdf, other]

Title: Multi-Attributed and Structured Text-to-Face Synthesis

Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty

Comments: Accepted by IEEE TEMSMET 2020, Camera Ready Version

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

[953] arXiv:2108.11101 (cross-list from cs.CV) [pdf, other]

Title: Detecting Small Objects in Thermal Images Using Single-Shot Detector

Hao Zhang, Xianggong Hong, Li Zhu

Journal-ref: Automatic Control and Computer Sciences,2021

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

[954] arXiv:2108.11123 (cross-list from cs.IT) [pdf, other]

Title: A Bayesian Tensor Approach to Enable RIS for 6G Massive Unsourced Random Access

Xiaodan Shao, Lei Cheng, Xiaoming Chen, Chongwen Huang, Derrick Wing Kwan Ng

Comments: IEEE GLOBECOM 2021

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

[955] arXiv:2108.11145 (cross-list from quant-ph) [pdf, other]

Title: Dynamic DV-QKD Networking in Fully-Meshed Software-Defined Optical Networks

Obada Alia, Rodrigo Stange Tessinari, Emilio Hugues-Salas, George T. Kanellos, Reza Nejabati, Dimitra Simeonidou

Comments: 9 pages, 5 figures, submitted to IEEE Journal of Lightwave Technology

Subjects: Quantum Physics (quant-ph); Systems and Control (eess.SY)

[956] arXiv:2108.11170 (cross-list from cs.SE) [pdf, other]

Title: Hybrid Planning with Receding Horizon: A Case for Meta-self-awareness

Sona Ghahremani, Holger Giese

Subjects: Software Engineering (cs.SE); Systems and Control (eess.SY)

[957] arXiv:2108.11213 (cross-list from cs.SD) [pdf, other]

Title: AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer

Jingwei Zhao, Gus Xia

Comments: Accepted by ISMIR 2021

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

[958] arXiv:2108.11262 (cross-list from cs.CV) [pdf, other]

Title: Deep few-shot learning for bi-temporal building change detection

Mehdi Khoshboresh-Masouleh, Reza Shah-Hosseini

Comments: 5 pages, 3 figures

Journal-ref: ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - 2021

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

[959] arXiv:2108.11283 (cross-list from cs.CV) [pdf, other]

Title: Automatic Feature Highlighting in Noisy RES Data With CycleGAN

Nicholas Khami, Omar Imtiaz, Akif Abidi, Akash Aedavelli, Alan Goff, Jesse R. Pisel, Michael J. Pyrcz

Comments: 12 pages, 8 figures, 1 table

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

[960] arXiv:2108.11289 (cross-list from cs.IT) [pdf, other]

Title: Designing Wireless Powered Networks assisted by Intelligent Reflecting Surfaces with Mechanical Tilt

Zoran Hadzi-Velkov, Slavche Pejoski, Nikola Zlatanov, Haris Gacanin

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

[961] arXiv:2108.11292 (cross-list from cs.CV) [pdf, other]

Title: Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing

Cong Wang, Yan Huang, Yuexian Zou, Yong Xu

Comments: 13 pages, 10 figures

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

[962] arXiv:2108.11336 (cross-list from math.OC) [pdf, other]

Title: A Historical Perspective of Adaptive Control and Learning

Anuradha M. Annaswamy, Alexander L. Fradkov

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

[963] arXiv:2108.11349 (cross-list from cs.IT) [pdf, other]

Title: Joint Uplink-Downlink Resource Allocation for Multi-User IRS-Assisted Systems

Mahmoud Saad Abouamer, Patrick Mitran

Comments: Accepted for publication in IEEE Transactions on Wireless Communications

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

[964] arXiv:2108.11364 (cross-list from cs.CV) [pdf, other]

Title: Blind Image Decomposition

Junlin Han, Weihao Li, Pengfei Fang, Chunyi Sun, Jie Hong, Mohammad Ali Armin, Lars Petersson, Hongdong Li

Comments: ECCV 2022. Project page: this https URL. Code: this https URL

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

[965] arXiv:2108.11365 (cross-list from cs.NI) [pdf, other]

Title: ML-Assisted UE Positioning: Performance Analysis and 5G Architecture Enhancements

M. Majid Butt, Anna Pantelidou, István Z. Kovács

Comments: IEEE Open Journal of Vehicular Technology Society. arXiv admin note: substantial text overlap with arXiv:2001.00977

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

[966] arXiv:2108.11436 (cross-list from cs.HC) [pdf, other]

Title: Integrated Speech and Gesture Synthesis

Siyang Wang, Simon Alexanderson, Joakim Gustafson, Jonas Beskow, Gustav Eje Henter, Éva Székely

Comments: 9 pages, accepted at ICMI 2021

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

[967] arXiv:2108.11514 (cross-list from cs.LG) [pdf, other]

Title: Bilateral Denoising Diffusion Models

Max W. Y. Lam, Jun Wang, Rongjie Huang, Dan Su, Dong Yu

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

[968] arXiv:2108.11604 (cross-list from cs.LG) [pdf, other]

Title: Identification of the Resting Position Based on EGG, ECG, Respiration Rate and SpO2 Using Stacked Ensemble Learning

Md. Mohsin Sarker Raihan, Muhammad Muinul Islam, Fariha Fairoz, Abdullah Bin Shams

Comments: Accepted for publication in Lecture Notes on Data Engineering and Communication Technologies, Springer,BIM,2021

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Signal Processing (eess.SP); Neurons and Cognition (q-bio.NC); Machine Learning (stat.ML)

[969] arXiv:2108.11623 (cross-list from cs.LG) [pdf, other]

Title: Model-based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian

Baiyu Peng, Jingliang Duan, Jianyu Chen, Shengbo Eben Li, Genjin Xie, Congsheng Zhang, Yang Guan, Yao Mu, Enxin Sun

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

[970] arXiv:2108.11627 (cross-list from cs.MM) [pdf, other]

Title: Towards Robust Mispronunciation Detection and Diagnosis for L2 English Learners with Accent-Modulating Methods

Shao-Wei Fan Jiang, Bi-Cheng Yan, Tien-Hong Lo, Fu-An Chao, Berlin Chen

Comments: Accepted by ASRU 2021

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

[971] arXiv:2108.11629 (cross-list from cs.CV) [pdf, other]

Title: Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree

Chen Dang (QR), Hicham Randrianarivo (QR), Raphaël Fournier-S'Niehotta (CNAM, CEDRIC - VERTIGO), Nicolas Audebert (CNAM, CEDRIC - VERTIGO)

Journal-ref: GEM: Graph Embedding and Mining - ECML/PKDD Workshops, Sep 2021, Bilbao, Spain

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

[972] arXiv:2108.11637 (cross-list from cs.SD) [pdf, other]

Title: Self-Attention for Audio Super-Resolution

Nathanaël Carraz Rakotonirina

Comments: MLSP 2021

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

[973] arXiv:2108.11652 (cross-list from nlin.AO) [pdf, other]

Title: Independent dimensional phase transition on a two-dimensional Kuramoto model with matrix coupling

Chongzhi Wang, Haibin Shao, Dewei Li

Subjects: Adaptation and Self-Organizing Systems (nlin.AO); Systems and Control (eess.SY)

[974] arXiv:2108.11697 (cross-list from cs.NI) [pdf, other]

Title: Revenue Maximization through Cell Switching and Spectrum Leasing in 5G HetNets

Attai Ibrahim Abubakar, Cihat Ozturk, Metin Ozturk, Michael S. Mollel, Syed Muhammad Asad, Naveed Ul Hassan, Sajjad Hussain, MuhammadAli Imran

Comments: 28 pages, 6 figures, Submitted to IEEE Transactions on cognitive communications and networking (TCCN)

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

[975] arXiv:2108.11730 (cross-list from stat.ML) [pdf, other]

Title: Deep learning based dictionary learning and tomographic image reconstruction

Jevgenija Rudzusika, Thomas Koehler, Ozan Öktem

Comments: 34 pages, 5 figures

Journal-ref: SIAM Journal on Imaging Sciences, Vol 15, Iss 4. (2002)

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

[976] arXiv:2108.11757 (cross-list from cs.LG) [pdf, other]

Title: Fast Accurate Defect Detection in Wafer Fabrication

Thomas Olschewski

Comments: 41 pages, 12 figures

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

[977] arXiv:2108.11758 (cross-list from cs.SD) [pdf, other]

Title: Determining the origin of impulsive noise events using paired wireless sound sensors

Fabian Nemazi, Jon Nordby

Comments: Accepted for EuroNoise 2021

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

[978] arXiv:2108.11763 (cross-list from cs.LG) [pdf, other]

Title: Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach

Jing Xiong, Pengyang Zhou, Alan Chen, Yu Zhang

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

[979] arXiv:2108.11879 (cross-list from cs.NI) [pdf, other]

Title: Green Internet of Vehicles (IoV) in the 6G Era: Toward Sustainable Vehicular Communications and Networking

Junhua Wang, Kun Zhu, Ekram Hossain

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

[980] arXiv:2108.11926 (cross-list from cs.CV) [pdf, other]

Title: Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts

Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris

Comments: Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) this https URL

Journal-ref: Journal of Machine Learning for Biomedical Imaging (MELBA), 2022

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

[981] arXiv:2108.11959 (cross-list from cs.LG) [pdf, other]

Title: Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems

Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar

Comments: 3rd Annual Learning for Dynamics & Control Conference (L4DC)

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

[982] arXiv:2108.11981 (cross-list from cs.SD) [pdf, other]

Title: Classification of Emotions and Evaluation of Customer Satisfaction from Speech in Real World Acoustic Environments

Luis Felipe Parra-Gallego, Juan Rafael Orozco-Arroyave

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

[983] arXiv:2108.11983 (cross-list from cs.RO) [pdf, other]

Title: Robust Motion Planning in the Presence of Estimation Uncertainty

Lars Lindemann, Matthew Cleaveland, Yiannis Kantaros, George J. Pappas

Comments: Accepted at the Conference on Decision and Control 2021

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

[984] arXiv:2108.12074 (cross-list from cs.CL) [pdf, other]

Title: 4-bit Quantization of LSTM-based Speech Recognition Models

Andrea Fasoli, Chia-Yu Chen, Mauricio Serrano, Xiao Sun, Naigang Wang, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Wei Zhang, Zoltán Tüske, Kailash Gopalakrishnan

Comments: 5 pages, 3 figures, Andrea Fasoli and Chia-Yu Chen equally contributed to this work. Paper accepted to Interspeech 2021

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

[985] arXiv:2108.12076 (cross-list from q-bio.QM) [pdf, other]

Title: Stationary Multi-source AI-powered Real-time Tomography (SMART)

Weiwen Wu, Yaohui Tang, Tianling Lv, Chuang Niu, Cheng Wang, Yiyan Guo, Yunheng Chang, Ge Wang, Yan Xi

Comments: 22 pages, 8 figures, 1 table, 33 references

Subjects: Quantitative Methods (q-bio.QM); Image and Video Processing (eess.IV)

[986] arXiv:2108.12105 (cross-list from cs.SD) [pdf, other]

Title: Full Attention Bidirectional Deep Learning Structure for Single Channel Speech Enhancement

Yuzi Yan, Wei-Qiang Zhang, Michael T. Johnson

Comments: 4 pages

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

[987] arXiv:2108.12128 (cross-list from cs.SD) [pdf, other]

Title: Task-aware Warping Factors in Mask-based Speech Enhancement

Qiongqiong Wang, Kong Aik Lee, Takafumi Koshinaka, Koji Okabe, Hitoshi Yamamoto

Comments: EUSIPCO 2021 (the 29th European Signal Processing Conference)

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

[988] arXiv:2108.12146 (cross-list from cs.SD) [pdf, other]

Title: Separable Temporal Convolution plus Temporally Pooled Attention for Lightweight High-performance Keyword Spotting

Shenghua Hu, Jing Wang, Yujun Wang, Wenjing Yang

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

[989] arXiv:2108.12156 (cross-list from cs.CL) [pdf, other]

Title: Improving callsign recognition with air-surveillance data in air-traffic communication

Iuliia Nigmatulina, Rudolf Braun, Juan Zuluaga-Gomez, Petr Motlicek

Comments: Submitted to Interspeech 2021

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

[990] arXiv:2108.12171 (cross-list from math.OC) [pdf, other]

Title: Modal Strong Structural Controllability for Networks with Dynamical Nodes

Shima Sadat Mousavi, Anastasios Kouvelas, Karl H. Johansson

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

[991] arXiv:2108.12175 (cross-list from cs.CL) [pdf, other]

Title: Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition

Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlicek, Saeed Sarfjoo, Iuliia Nigmatulina, Oliver Ohneiser, Hartmut Helmke

Comments: Presented at Sesar Innovation Days - 2022. See this https URL

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

[992] arXiv:2108.12198 (cross-list from cs.NI) [pdf, other]

Title: Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information

Eike-Manuel Bansbach, Victor Eliachevitch, Laurent Schmalen

Comments: accepted for publication at GLOBECOM 2021

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

[993] arXiv:2108.12224 (cross-list from cs.CV) [pdf, other]

Title: Fast Rule-Based Clutter Detection in Automotive Radar Data

Johannes Kopp, Dominik Kellner, Aldi Piroli, Klaus Dietmayer

Comments: To be published in IEEE 24th International Conference on Intelligent Transportation Systems (ITSC), Indianapolis, USA, 2021

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

[994] arXiv:2108.12226 (cross-list from cs.CL) [pdf, other]

Title: Injecting Text in Self-Supervised Speech Pretraining

Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Gary Wang, Pedro Moreno

Comments: submit to ASRU 2021

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

[995] arXiv:2108.12261 (cross-list from q-bio.NC) [pdf, other]

Title: A System-on-Chip for Closed-loop Optogenetic Sleep Modulation

Xilin Liu, Andrew G. Richardson

Comments: 8 pages, 9 figures, 2 tables

Subjects: Neurons and Cognition (q-bio.NC); Systems and Control (eess.SY)

[996] arXiv:2108.12279 (cross-list from physics.med-ph) [pdf, other]

Title: In vivo functional and structural retina imaging using multimodal photoacoustic remote sensing microscopy and optical coherence tomography

Zohreh Hosseinaee, Nicholas Pellegrino, Nima Abbasi, Tara Amiri, James A. Tummon Simmons, Paul Fieguth, Parsin Haji Reza

Subjects: Medical Physics (physics.med-ph); Image and Video Processing (eess.IV); Optics (physics.optics)

[997] arXiv:2108.12290 (cross-list from cs.SD) [pdf, other]

Title: Music Composition with Deep Learning: A Review

Carlos Hernandez-Olivan, Jose R. Beltran

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

[998] arXiv:2108.12341 (cross-list from math.OC) [pdf, other]

Title: Distributed Control and Optimization of DC Microgrids: A Port-Hamiltonian Approach

Babak Abdolmaleki, Gilbert Bergna-Diaz

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

[999] arXiv:2108.12373 (cross-list from cs.LG) [pdf, other]

Title: FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis

Arpita Gang, Waheed U. Bajwa

Comments: 16 pages (two-column version); substantially revised version, including expanded comparisons with other works

Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Signal Processing (eess.SP); Optimization and Control (math.OC)

[1000] arXiv:2108.12398 (cross-list from stat.ME) [pdf, other]

Title: Bayesian Sparse Blind Deconvolution Using MCMC Methods Based on Normal-Inverse-Gamma Prior

Burak Cevat Civek, Emre Ertin

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