Výsledky vyhledávání - "IEEE Journal of Selected Topics in Signal Processing"

Video Quality Assessment on Mobile Devices: Subjective, Behavioral and Objective Studies Autor Moorthy, A. K., Lark Kwon Choi, Bovik, A. C., de Veciana, G.

“…We introduce a new video quality database that models video distortions in heavily-trafficked wireless networks and that contains measurements of human…”
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Exploiting Multi-Antennas for Opportunistic Spectrum Sharing in Cognitive Radio Networks Autor Zhang, Rui, Liang, Ying-Chang

“…In cognitive radio (CR) networks, there are scenarios where the secondary (lower priority) users intend to communicate with each other by opportunistically…”
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Soundprism: An Online System for Score-Informed Source Separation of Music Audio Autor Zhiyao Duan, Pardo, B.

“…Soundprism, as proposed in this paper, is a computer system that separates single-channel polyphonic music audio played by harmonic sources into source signals…”
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WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Autor Chen, Sanyuan, Wang, Chengyi, Chen, Zhengyang, Wu, Yu, Liu, Shujie, Chen, Zhuo, Li, Jinyu, Kanda, Naoyuki, Yoshioka, Takuya, Xiao, Xiong, Wu, Jian, Zhou, Long, Ren, Shuo, Qian, Yanmin, Qian, Yao, Wu, Jian, Zeng, Michael, Yu, Xiangzhan, Wei, Furu

“…Self-supervised learning (SSL) achieves great success in speech recognition, while limited exploration has been attempted for other speech processing tasks. As…”
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An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems Autor Pan, Cunhua, Zhou, Gui, Zhi, Kangda, Hong, Sheng, Wu, Tuo, Pan, Yijin, Ren, Hong, Renzo, Marco Di, Lee Swindlehurst, A., Zhang, Rui, Zhang, Angela Yingjun

“…In the past as well as present wireless communication systems, the wireless propagation environment is regarded as an uncontrollable black box that impairs the…”
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An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing Autor Zhang, J. Andrew, Liu, Fan, Masouros, Christos, Heath, Robert W., Feng, Zhiyong, Zheng, Le, Petropulu, Athina

“…Joint communication and radar sensing (JCR) represents an emerging research field aiming to integrate the above two functionalities into a single system, by…”
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Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Autor Xu, Wei, Yang, Zhaohui, Ng, Derrick Wing Kwan, Levorato, Marco, Eldar, Yonina C., Debbah, Merouane

“…To process and transfer large amounts of data in emerging wireless services, it has become increasingly appealing to exploit distributed data communication and…”
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Self-Supervised Speech Representation Learning: A Review Autor Mohamed, Abdelrahman, Lee, Hung-yi, Borgholt, Lasse, Havtorn, Jakob D., Edin, Joakim, Igel, Christian, Kirchhoff, Katrin, Li, Shang-Wen, Livescu, Karen, Maaloe, Lars, Sainath, Tara N., Watanabe, Shinji

“…Although supervised deep learning has revolutionized speech and audio processing, it has necessitated the building of specialist models for individual tasks…”
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Media Forensics and DeepFakes: An Overview Autor Verdoliva, Luisa

“…With the rapid progress in recent years, techniques that generate and manipulate multimedia content can now provide a very advanced level of realism. The…”
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Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems Autor Liu, Rang, Li, Ming, Liu, Yang, Wu, Qingqing, Liu, Qian

“…Reconfigurable intelligent surface (RIS) is a promising technology for 6 G networks owing to its superior ability to enhance the capacity and coverage of…”
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Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks Autor Yuan, Weijie, Wei, Zhiqiang, Li, Shuangyang, Yuan, Jinhong, Ng, Derrick Wing Kwan

“…Orthogonal time frequency space (OTFS) modulation is a promising candidate for supporting reliable information transmission in high-mobility vehicular…”
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Deep Learning for Audio Signal Processing Autor Purwins, Hendrik, Li, Bo, Virtanen, Tuomas, Schluter, Jan, Chang, Shuo-Yiin, Sainath, Tara

“…Given the recent surge in developments of deep learning, this paper provides a review of the state-of-the-art deep learning techniques for audio signal…”
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Over-the-Air Deep Learning Based Radio Signal Classification Autor O'Shea, Timothy James, Roy, Tamoghna, Clancy, T. Charles

“…We conduct an in depth study on the performance of deep learning based radio signal classification for radio communications signals. We consider a rigorous…”
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Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Autor Zhang, Chao, Yang, Zichao, He, Xiaodong, Deng, Li

“…Deep learning methods haverevolutionized speech recognition, image recognition, and natural language processing since 2010. Each of these tasks involves a…”
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BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition Autor Zhang, Yu, Park, Daniel S., Han, Wei, Qin, James, Gulati, Anmol, Shor, Joel, Jansen, Aren, Xu, Yuanzhong, Huang, Yanping, Wang, Shibo, Zhou, Zongwei, Li, Bo, Ma, Min, Chan, William, Yu, Jiahui, Wang, Yongqiang, Cao, Liangliang, Sim, Khe Chai, Ramabhadran, Bhuvana, Sainath, Tara N., Beaufays, Francoise, Chen, Zhifeng, Le, Quoc V., Chiu, Chung-Cheng, Pang, Ruoming, Wu, Yonghui

“…We summarize the results of a host of efforts using giant automatic speech recognition (ASR) models pre-trained using large, diverse unlabeled datasets…”
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Nonlinear Transform Coding Autor Balle, Jona, Chou, Philip A., Minnen, David, Singh, Saurabh, Johnston, Nick, Agustsson, Eirikur, Hwang, Sung Jin, Toderici, George

“…We review a class of methods that can be collected under the name nonlinear transform coding (NTC), which over the past few years have become competitive with…”
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Deep Learning Based Communication Over the Air Autor Dorner, Sebastian, Cammerer, Sebastian, Hoydis, Jakob, Brink, Stephan ten

“…End-to-end learning of communications systems is a fascinating novel concept that has so far only been validated by simulations for block-based transmissions…”
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Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Autor Adavanne, Sharath, Politis, Archontis, Nikunen, Joonas, Virtanen, Tuomas

“…In this paper, we propose a convolutional recurrent neural network for joint sound event localization and detection (SELD) of multiple overlapping sound events…”
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Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems Autor Dong, Peihao, Zhang, Hua, Li, Geoffrey Ye, Gaspar, Ivan Simoes, NaderiAlizadeh, Navid

“…For millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) systems, hybrid processing architecture is usually used to reduce the complexity and…”
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Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training Autor Sun, Wei, Min, Xiongkuo, Tu, Danyang, Ma, Siwei, Zhai, Guangtao

“…Image quality assessment (IQA) is very important for both end-users and service providers since a high-quality image can significantly improve the user's…”
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