• Laser & Optoelectronics Progress
  • Vol. 57, Issue 10, 101502 (2020)
Yingxin Su*
Author Affiliations
  • College of Information Engineering, Eastern Liaoning University, Dandong, Liaoning 118000, China
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    DOI: 10.3788/LOP57.101502 Cite this Article Set citation alerts
    Yingxin Su. Sound Event Recognition Based on Adaptive Particle Swarm Optimized Matching Tracking[J]. Laser & Optoelectronics Progress, 2020, 57(10): 101502 Copy Citation Text show less
    References

    [1] Zhang X H, Hao R F, Li T Y. Hyperspectral abnormal target detection based on low rank and sparse matrix decomposition-sparse representation[J]. Laser & Optoelectronics Progress, 56, 042801(2019).

    [2] Chen Y, Cheng Y N, Liu H L. Demodulation of light sensing overlapping spectral signal by improved particle swarm optimization algorithm[J]. Chinese Journal of Lasers, 45, 0710003(2018).

    [3] Li Y X, Wang Q, Zhang X et al. Audio events clustering based on agglomerative information bottleneck[J]. Acta Electronica Sinica, 45, 1064-1071(2017).

    [4] Feng C D, Li S B, Yao Y et al. Environmental sound recognition with improving convolutional neural networks and learning rate decay[J]. Science Technology and Engineering, 19, 177-182(2019).

    [5] Zhao S, Zhang Y, Xu H F et al. Ensemble classification based on feature selection for environmental sound recognition[J]. Mathematical Problems in Engineering, 2019, 4318463(2019).

    [6] Li W H, Tian Z Z, Gong W G et al. Developed ESMD for the feature extraction of abnormal sound in public places[J]. Chinese Journal of Scientific Instrument, 37, 2429-2437(2016).

    [7] Li Y, Wu L F. Detection of sound event under low SNR using multi-band power distribution[J]. Journal of Electronics & Information Technology, 40, 2905-2912(2018).

    [8] McFee B, Salamon J, Bello J P. Adaptive pooling operators for weakly labeled sound event detection[J]. ACM Transactions on Audio, Speech, and Language Processing, 26, 2180-2193(2018).

    [9] Chen Q J, Li Y. Sound recognition based on optimized orthogonal matching pursuit and deep belief network[J]. Journal of Computer Applications, 37, 505-511, 516(2017).

    [10] Nivitha V V, Ramachandran K I, Soman K P. Wavelet-based fundamental heart sound recognition method using morphological and interval features[J]. Healthcare Technology Letters, 5, 81-87(2018).

    [11] Davila-Chacon J, Liu J D, Wermter S. Enhanced robot speech recognition using biomimetic binaural sound source localization[J]. IEEE Transactions on Neural Networks and Learning Systems, 30, 138-150(2019).

    [12] Wei J, Yue F L, Qiu P et al. Abnormal sound multiclass recognition algorithm based on EEMD[J]. Journal of Huazhong University of Science and Technology(Natural Science Edition), 46, 117-121(2018).

    [13] Wang D L, Hu S. Optimization method of camera calibration based on quantum-behaved particle swarm optimization algorithm[J]. Laser & Optoelectronics Progress, 55, 121502(2018).

    [14] Mallat S G, Zhang Z F. Matching pursuits with time-frequency dictionaries[J]. IEEE Transactions on Signal Processing, 41, 3397-3415(1993).

    [15] Kim H G, Kim J Y. Acoustic event detection in multichannel audio using gated recurrent neural networks with high-resolution spectral features[J]. ETRI Journal, 39, 832-840(2017).

    Yingxin Su. Sound Event Recognition Based on Adaptive Particle Swarm Optimized Matching Tracking[J]. Laser & Optoelectronics Progress, 2020, 57(10): 101502
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