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Sound Recognition Method of Coal Mine Gas and Coal Dust Explosion Based on GoogLeNet [PDF]
Entropy, 2023 To solve the problems of backward means of coal mine gas and coal dust explosion monitoring, late reporting, and low leakage rate, a sound recognition method of coal mine gas and coal dust explosion based on GoogLeNet was proposed.
Xingchen Yu, Xiaowei Li
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Research on Pig Sound Recognition Based on Deep Neural Network and Hidden Markov Models [PDF]
SensorsIn order to solve the problem of low recognition accuracy of traditional pig sound recognition methods, deep neural network (DNN) and Hidden Markov Model (HMM) theory were used as the basis of pig sound signal recognition in this study.
Weihao Pan +5 more
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Hopf physical reservoir computer for reconfigurable sound recognition [PDF]
Scientific Reports, 2023 The Hopf oscillator is a nonlinear oscillator that exhibits limit cycle motion. This reservoir computer utilizes the vibratory nature of the oscillator, which makes it an ideal candidate for reconfigurable sound recognition tasks.
Md Raf E. Ul Shougat +4 more
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A Development of a Sound Recognition-Based Cardiopulmonary Resuscitation Training System [PDF]
IEEE Journal of Translational Engineering in Health and MedicineThe objective of this study was to develop a sound recognition-based cardiopulmonary resuscitation (CPR) training system that is accessible, cost-effective, easy-to-maintain and provides accurate CPR feedback.
Dong Hyun Choi +8 more
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Design of Abnormal Heart Sound Recognition System Based on HSMM and Deep Neural Network [PDF]
Medical Devices: Evidence and Research, 2022 Hai Yin,1 Qiliang Ma,2 Junwei Zhuang,1 Wei Yu,1 Zhongyou Wang3 1School of Biomedical Engineering and Medical Imaging, Xianning Medical College, Hubei University of Science and Technology, Xianning, 437100, People’s Republic of China; 2School of ...
Yin H, Ma Q, Zhuang J, Yu W, Wang Z
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Gestures Recognition from Sound Waves [PDF]
EAI Endorsed Transactions on Context-aware Systems and Applications, 2016 We propose a new method to recognize gestures from sound waves. The main contribution of this paper is to recognize gestures based on the analysis of short-time Fourier transforms (STFT) using the Doppler effect to sense gestures. To do this, we generate
Nguyen Dang Binh
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MPEG-7 sound-recognition tools [PDF]
IEEE Transactions on Circuits and Systems for Video Technology, 2001 The MPEG-7 sound-recognition descriptors and description schemes consist of tools for indexing audio media using probabilistic sound models. The descriptors provide containers for category labels, as well as data structures for quantitative information about sound content.
exaly +2 more sources
Real-Time Sound Recognition System for Human Care Robot Considering Custom Sound Events
IEEE AccessIn real-life situations where human care robots are deployed, there are custom sound events whose acoustic characteristics change depending on the user’s choice unlike general sound events so that the human care robots cannot recognize custom ...
Seong-Hu Kim +3 more
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Lung Sound Signal Recognition Based on Dual-Source Domain Transfer Learning [PDF]
Jisuanji gongcheng, 2023 In current lung sound recognition methods, problems include model overfitting and low classification accuracy caused by the small size of the lung sound dataset.Therefore, a lung sound recognition method based on dual-source domain transfer learning is ...
Shanshu BAO, Bo CHE, Linhong DENG
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Chainsaw Sound Detection Using DNN Algorithm
The Annals of “Dunarea de Jos” University of Galati. Fascicle IX, Metallurgy and Materials Science, 2023 Deforestation and illegal logging stand as important environmental problems. In this paper we propose a DNN architecture for sound recognition of chainsaw detection.
Florin Bogdan MARIN, Mihaela MARIN
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