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Towards human-like and transhuman perception in AI 2.0: a review Review

Yong-hong TIAN,Xi-lin CHEN,Hong-kai XIONG,Hong-liang LI,Li-rong DAI,Jing CHEN,Jun-liang XING,Jing CHEN,Xi-hong WU,Wei-min HU,Yu HU,Tie-jun HUANG,Wen GAO

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 1, Pages 58-67 doi: 10.1631/FITEE.1601804

Abstract: Perception is the interaction interface between an intelligent system and the real world.In this paper, we briefly review the state-of-the-art advances across different areas of perception,including visual perception, auditory perception, speech per-ception, and perceptual information processingOn this basis, we envision several R&D trends in intelligent perception for the forthcoming era of AIin an actual auditory setting; (3) speech perception and computation in a natural interaction setting

Keywords： Intelligent perception Active vision Auditory perception Speech perception Autonomous learning

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Public perception of environmental issues across socioeconomic characteristics: A survey study in Wujin

Jun BI, Yongliang ZHANG, Bing ZHANG,

Frontiers of Environmental Science & Engineering 2010, Volume 4, Issue 3, Pages 361-372 doi: 10.1007/s11783-010-0017-4

Abstract: In developing countries, there is controversy over the correct perception regarding environmental andFew studies have examined the perception of low-income nationals in regards to social and environmental

Keywords： socio-economic characteristics environmental perception sustainable development policy making

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Speech at the Luncheon of International Engineering Technology Conference

Song Jian

Strategic Study of CAE 2000, Volume 2, Issue 10, Pages 3-4

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A subband excitation substitute based scheme for narrowband speech watermarking Article

Wei LIU, Ai-qun HU

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 5, Pages 627-643 doi: 10.1631/FITEE.1601503

Abstract: We propose a new narrowband speech watermarking scheme by replacing part of the speech with a scaledTheoretically, it is proved that if a small amount of host speech is modified, then not only an idealwatermark signal by forcing its power level to be the same as the original passband excitation of the cover speech

Keywords： Analysis filter Linear prediction Narrowband speech watermarking Passband excitation replacement

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Speech at the Closing Ceremony of The Sixth Academician Conference of Chinese Academy of Engineering

徐匡迪

Strategic Study of CAE 2002, Volume 4, Issue 7, Pages 6-7

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Perception of people for the risk of Tianwan nuclear power plant

Lei HUANG, Jun BI, Bing ZHANG, Fengying LI, Changsheng QU,

Frontiers of Environmental Science & Engineering 2010, Volume 4, Issue 1, Pages 73-81 doi: 10.1007/s11783-009-0151-z

Abstract: power plant in China was carried out to explore the determining factors that affect individual risk perceptionstudy proposed to pursue a more comprehensive understanding of factors that affected individual risk perceptiondependent variable and including interest and knowledge levels of nuclear power, acceptability, benefit perception

Keywords： nuclear power risk perception public involvement covariance structure analysis China

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Multi-band Synchronization Model for Speech Recognition Under Noisy Condition

Sun Wei,Wu Zhenyang

Strategic Study of CAE 2006, Volume 8, Issue 3, Pages 31-34

Abstract:

Based on perception characteristic of human ear, this paper proposes synchronization multi-band maximumlikelihood linear regression algorithm for robust speech recognition under noisy condition.

Keywords： hidden Markov model maximum likelihood multi-band synchronization model speech recognition

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Speech emotion recognitionwith unsupervised feature learning

Zheng-wei HUANG,Wen-tao XUE,Qi-rong MAO

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 5, Pages 358-366 doi: 10.1631/FITEE.1400323

Abstract: Emotion-based features are critical for achieving high performance in a speech emotion recognition (SERBoltzmann machines), which have promise for learning task-related features by using unlabeled data, to speech

Keywords： Speech emotion recognition Unsupervised feature learning Neural network Affect computing

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Binary neural networks for speech recognition Regular Papers

Yan-min QIAN, Xu XIANG

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 5, Pages 701-715 doi: 10.1631/FITEE.1800469

Abstract: deep neural networks (DNNs) significantly outperform Gaussian mixture models in acoustic modeling for speechIn this work, binary neural networks for speech recognition are developed to reduce the computationalneural networks and related model optimization algorithms are developed for large vocabulary continuous speechExperiments on the standard Switchboard speech recognition task show that the proposed binary neural

Keywords： Speech recognition Binary neural networks Binary matrix multiplication Knowledge distillation Population

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Efficient decoding self-attention for end-to-end speech synthesis Research Article

Wei ZHAO, Li XU

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 7, Pages 1127-1138 doi: 10.1631/FITEE.2100501

Abstract: has been innovatively applied to text-to-speech (TTS) because of its parallel structure and superior

Keywords： Efficient decoding End-to-end Self-attention Speech synthesis

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Study on the Development of Multi Perception System for “Internet Plus” Smart Environmental Protection

Liu Wenqing,Yang Jingwen,Gui Huaqiao,Xie Pinhua,Liu Rui,Wei Jinjin

Strategic Study of CAE 2018, Volume 20, Issue 2, Pages 111-119 doi: 10.15302/J-SSCAE-2018.02.017

Abstract: As sources of all environmental data, research and development of multi perception system for "Internettechnology, rapid environmental monitoring technology, and online monitoring platforms applied to multi perceptionmonitoring system gap, we determine key innovative technical features and development trends of multi perceptionsoil monitoring, we present potential targets, ideas, and suggestions for the development of multi perception

Keywords： Internet Plus smart environmental protection multi perception system

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Avision-centeredmulti-sensor fusing approach to self-localization and obstacle perception for robotic Article

Jian-ru XUE,Di WANG,Shao-yi DU,Di-xiao CUI,Yong HUANG,Nan-ning ZHENG

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 1, Pages 122-138 doi: 10.1631/FITEE.1601873

Abstract: Most state-of-the-art robotic cars’ perception systems are quite different from the way a human driverFirst, humans assimilate information from the traffic scene mainly through visual perception, while themachine perception of traffic environments needs to fuse information from several different kinds ofan experienced human driver works well with dynamic traffic environments, in which machine perceptioncould easily produce noisy perception results.

Keywords： Visual perception Self-localization Mapping Motion planning Robotic car

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A Smart Metasurface for Electromagnetic Manipulation Based on Speech Recognition Article

Lin Bai, Yuan Ke Liu, Liang Xu, Zheng Zhang, Qiang Wang, Wei Xiang Jiang, Cheng-Wei Qiu, Tie Jun Cui

Engineering 2023, Volume 22, Issue 3, Pages 185-190 doi: 10.1016/j.eng.2022.06.026

Abstract: propose and realize a smart metasurface for programming electromagnetic (EM) manipulations based on human speechThe smart metasurface platform is composed of a digital coding metasurface, a speech-recognition moduleTogether with the DAC and single-chip computer, the speech-recognition module can recognize voice commands

Keywords： Speech recognition Programmable metasurface Genetic algorithm Smart electromagnetic manipulation

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Super Resolution Perception for Improving Data Completeness in Smart Grid State Estimation Article

Gaoqi Liang, Guolong Liu, Junhua Zhao, Yanli Liu, Jinjin Gu, Guangzhong Sun, Zhaoyang Dong

Engineering 2020, Volume 6, Issue 7, Pages 789-800 doi: 10.1016/j.eng.2020.06.006

Abstract: completeness by recovering high-frequency data from low-frequency data is formulated as a super resolution perceptionThe proposed method, namely the Super Resolution Perception Net for State Estimation (SRPNSE), consists

Keywords： State estimation Low-frequency data High-frequency data Super resolution perception Data completeness

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A novel robotic visual perception framework for underwater operation Research Article

Yue LU, Xingyu CHEN, Zhengxing WU, Junzhi YU, Li WEN

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 11, Pages 1602-1619 doi: 10.1631/FITEE.2100366

Abstract:

Underwater robotic operation usually requires visual perception (e.g., object detection and trackingscenes have poor visual quality and represent a special domain which can affect the accuracy of visual perceptionIn response to these two problems, we present a design for a novel robotic visual perception frameworkFinally, combined with , an accurate and stable underwater robotic visual perception framework is established

Keywords： Underwater operation Robotic perception Visual restoration Video object detection

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Title Author Date Type Operation

Towards human-like and transhuman perception in AI 2.0: a review

Yong-hong TIAN,Xi-lin CHEN,Hong-kai XIONG,Hong-liang LI,Li-rong DAI,Jing CHEN,Jun-liang XING,Jing CHEN,Xi-hong WU,Wei-min HU,Yu HU,Tie-jun HUANG,Wen GAO

Journal Article

Public perception of environmental issues across socioeconomic characteristics: A survey study in Wujin

Jun BI, Yongliang ZHANG, Bing ZHANG,

Journal Article

Speech at the Luncheon of International Engineering Technology Conference

Song Jian

Journal Article

A subband excitation substitute based scheme for narrowband speech watermarking

Wei LIU, Ai-qun HU

Journal Article

Speech at the Closing Ceremony of The Sixth Academician Conference of Chinese Academy of Engineering

徐匡迪