Computer Science ›› 2023, Vol. 50 ›› Issue (3): 191-198.doi: 10.11896/jsjkx.220500259
• Computer Graphics & Multimedia • Previous Articles Next Articles
MEI Pengcheng, YANG Jibin, ZHANG Qiang, HUANG Xiang
CLC Number:
[1]SALAMON J,BELLO J P.Deep Convolutional Neural Net-works and Data Augmentation for Environmental Sound Classification [J].IEEE Signal Processing Letters,2017,24(3):279-283. [2]ZHANG X Y,ZHANG H L,HAN Y Y,et al.Research Progress of the Wildlife Monitoring and Identification Based on Deep Learning[J].Journal of Chinese Journal of Wildlife,2022,43(1):251-258. [3]FOGGIA P,PETKOV N,SAGGESE A,et al.Audio Surveillance of Roads:A System for Detecting Anomalous Sounds [J].IEEE Transactions on Intelligent Transportation Systems,2016,17(1):279-288. [4]NAKAMURA K,NAKADAI K,INCE G.Real-time super-resolution Sound Source Localization for robots [C]//Proceedings of 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.2012:694-699. [5]BUTKO T,PLA F G,SEGURA C,et al.Two-source acousticevent detection and localization:Online implementation in a Smart-room.[C]//Proceedings of the European Signal Proces-sing Conference.2011:1317-1321. [6]HIRVONEN T.Classification of Spatial Audio Location andContent Using Convolutional Neural Networks[C]//Audio Engineering Society Convention 138.Audio Engineering Society,New York,USA,2015:1857-1861. [7]ADAVANNE S,POLITIS A,NIKUNEN J,et al.Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks [J].IEEE Journal of Selected Topics in Signal Processing,2019,13(1):34-48. [8]ADAVANNE S,POLITIS A,VIRTANEN T.A multi-room reverberant dataset for sound event localization and detection [J].arXiv:1905.08546,2019. [9]POLITIS A,MESAROS A,ADAVANNE S,et al.Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 [J].IEEE/ACM Transactions on Audio Speech and Language Processing,2021,29:684-698. [10]LI X T,ZHONG S C,ZHONG J F.DOA estimation of wideband signal based on improved MUSIC [J].Computer Engineering,2022,48(11):201-206. [11]XU C D,LIU H,MIN Y,et al.Sound event localization and detection based on dual attention [EB/OL].http://kns.cnki.net/kcms/detail/11.2127.TP.20220824.1356.008.html. [12]SONG H,LIU X J,YU S F,et al.Binaural localization algorithm based on deep learning [J].Technical Acoustics,2022,41(4):602-607. [13]YANG L P,HAO J Y,GU X H,et al.Sound Event Detection width Audio Tagging Consistency Constraint CRNN [J].Journal of Electronics & Information Technology,2022,44(3):1102-1110. [14]ADAVANNE S,POLITIS A,VIRTANEN T.Direction of Arrival Estimation for Multiple Sound Sources Using Convolutional Recurrent Neural Network[C]//Proceedings of the 2018 26th European Signal Processing Conference(EUSIPCO).2018:1462-1466. [15]GANNOT S,VINCENT E,MARKOVICH-GOLAN S,et al.A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation [J].IEEE/ACM Transaction on Audio,Speech and Language Processing,2017,25(4):692-730. [16]CAKIR E,PARASCANDOLO G,HEITTOLA T,et al.Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection [J].IEEE/ACM Transactions on Audio,Speech & Language Processing,2017,25(6):1291-1303. [17]YU L,PAN Z,CHEN Z W,et al.Eigenvalue filtering method for microphone array denoising [J].Acta Acustica,2021,46(3):335-43. [18]HUANG J,HU X Y.Indoor 3D Sound Source Localization Optimization Algorithm Based on Microphone Array [J]. Compu-ter Systems & Applications,2021,30(9):212-218. [19]CAO Y,IQBAL T,KONG Q,et al.An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection[C]//Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop(DCASE2019).2021:885-889. [20]KAPKA S,LEWANDOWSKI M.Sound source detection,localization and classification using consecutive ensemble of CRNN models.[C]//Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop(DCASE2019).2019:119-123. [21]RANJAN R,JAYABALAN S,NGUYEN T N T,et al.Soundevent detection and direction of arrival estimation using residual net and recurrent neural networks[C]//Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop(DCASE2019).2019:214-218. [22]GRONDIN F,GLASS J,SOBIERAJ I,et al.Sound event localization and detection using CRNN on pairs of microphones[C]//Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop(DCASE2019).2019:84-88. [23]ADAVANNE S,POLITIS A,VIRTANEN T.MultichannelSound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features[C]//Proceedings of the 2018 International Joint Conference on Neural Networks(IJCNN).2018:1-7. [24]ADAVANNE S,PERTILÄ P,VIRTANEN T.Sound event detection using spatial features and convolutional recurrent neural network.[C]//Proceedings of the 2017 IEEE International Conference on Acoustics,Speech and Signal Processing(ICASSP).2017:771-775. [25]SANG T H,CHIEN F T,CHANG C C,et al.DoA Estimation for FMCW Radar by 3D-CNN [J].Sensors,2021,21:5319. [26]DIAZ-GUERRA D,MIGUEL A,BELTRÁN J R.Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks [J].IEEE/ACM Transactions on Audio,Speech,and Language Processing,2021,29:300-311. [27]AGYEMAN R,RAFIQ M,SHIN H K,et al.Optimizing Spatiotemporal Feature Learning in 3D Convolutional Neural Networks With Pooling Blocks [J].IEEE Access,2021,9:70797-70805. [28]GU J,YANG X,MELLO S D,et al.Dynamic Facial Analysis:From Bayesian Filtering to Recurrent Neural Network[C]//proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition(CVPR).2017:1531-1540. [29]ADAVANNE S,POLITIS A,VIRTANEN T.Localization,Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network[C]//Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop(DCASE2019).USA,2019:20-24. [30]MESAROS A,HEITTOLA T,VIRTANEN T.Metrics for Poly-phonic Sound Event Detection [J].Applied Sciences,2016,6(6):162. [31]KUHN H W.The Hungarian method for the assignment problem [J].Naval Research Logistics Quarterly,1955,2(1):83-97. |
[1] | BAI Xuefei, MA Yanan, WANG Wenjian. Segmentation Method of Edge-guided Breast Ultrasound Images Based on Feature Fusion [J]. Computer Science, 2023, 50(3): 199-207. |
[2] | LIU Hang, PU Yuanyuan, LYU Dahua, ZHAO Zhengpeng, XU Dan, QIAN Wenhua. Polarized Self-attention Constrains Color Overflow in Automatic Coloring of Image [J]. Computer Science, 2023, 50(3): 208-215. |
[3] | CHEN Liang, WANG Lu, LI Shengchun, LIU Changhong. Study on Visual Dashboard Generation Technology Based on Deep Learning [J]. Computer Science, 2023, 50(3): 238-245. |
[4] | ZHANG Yi, WU Qin. Crowd Counting Network Based on Feature Enhancement Loss and Foreground Attention [J]. Computer Science, 2023, 50(3): 246-253. |
[5] | YING Zonghao, WU Bin. Backdoor Attack on Deep Learning Models:A Survey [J]. Computer Science, 2023, 50(3): 333-350. |
[6] | WANG Xiaofei, FAN Xueqiang, LI Zhangwei. Improving RNA Base Interactions Prediction Based on Transfer Learning and Multi-view Feature Fusion [J]. Computer Science, 2023, 50(3): 164-172. |
[7] | DONG Yongfeng, HUANG Gang, XUE Wanruo, LI Linhao. Graph Attention Deep Knowledge Tracing Model Integrated with IRT [J]. Computer Science, 2023, 50(3): 173-180. |
[8] | HUA Xiaofeng, FENG Na, YU Junqing, HE Yunfeng. Shooting Event Detection of Free Kick in Soccer Video Based on Rule Reasoning [J]. Computer Science, 2023, 50(3): 181-190. |
[9] | LIANG Jiali, HUA Baojian, SU Shaobo. Tensor Instruction Generation Optimization Fusing with Loop Partitioning [J]. Computer Science, 2023, 50(2): 374-383. |
[10] | ZOU Yunzhu, DU Shengdong, TENG Fei, LI Tianrui. Visual Question Answering Model Based on Multi-modal Deep Feature Fusion [J]. Computer Science, 2023, 50(2): 123-129. |
[11] | WANG Pengyu, TAI Wenxin, LIU Fang, ZHONG Ting, LUO Xucheng, ZHOU Fan. Self-supervised Flight Trajectory Prediction Based on Data Augmentation [J]. Computer Science, 2023, 50(2): 130-137. |
[12] | GUO Nan, LI Jingyuan, REN Xi. Survey of Rigid Object Pose Estimation Algorithms Based on Deep Learning [J]. Computer Science, 2023, 50(2): 178-189. |
[13] | LI Junlin, OUYANG Zhi, DU Nisuo. Scene Text Detection with Improved Region Proposal Network [J]. Computer Science, 2023, 50(2): 201-208. |
[14] | HUA Jie, LIU Xueliang, ZHAO Ye. Few-shot Object Detection Based on Feature Fusion [J]. Computer Science, 2023, 50(2): 209-213. |
[15] | CAI Xiao, CEHN Zhihua, SHENG Bin. SPT:Swin Pyramid Transformer for Object Detection of Remote Sensing [J]. Computer Science, 2023, 50(1): 105-113. |
|