2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP 2019) Chongqing, China 11 -13 December 2019 Pages 1-768 IEEE Catalog Number: CFP19MWY-POD ISBN: 978-1-7281-2346-2 1/4 Copyright © 2019 by the Institute of Electrical and Electronics Engineers, Inc. All Rights Reserved Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For other copying, reprint or republication permission, write to IEEE Copyrights Manager, IEEE Service Center, 445 Hoes Lane, Piscataway, NJ 08854. All rights reserved. *** This is a print representation of what appears in the IEEE Digital Library. 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IEEE Catalog Number: CFP19MWY-POD ISBN (Print-On-Demand): 978-1-7281-2346-2 ISBN (Online): 978-1-7281-2345-5 Additional Copies of This Publication Are Available From: Curran Associates, Inc 57 Morehouse Lane Red Hook, NY 12571 USA Phone: (845) 758-0400 Fax: (845) 758-2633 E-mail: [email protected] Web: www.proceedings.com TABLE OF CONTENTS DNN-BASED SPEECH ENHANCEMENT FOR IMPROVING SPEECH QUALITY AND INTELLIGIBILITY SIMULTANEOUSLY ........................................................................................................ 1 Ge Zhan, Wenjing Wei, Qi Hu, Pengyuan Zhang MULTIPLE ADDITIONAL BIT-RATE CHANNEL-AWARE MODES IN EVS CODEC FOR PACKET LOSS RECOVERY ............................................................................................................................. 6 Chongling Rao, Shenghui Zhao SIGNAL CORRECTION IN UAV SWARM ACOUSTIC COMMUNICATION ............................................ 11 Shangbin Zhang, Yanjie Zhao, Shuang Wu, Guangxun Du, Deming Zhao A MODEL OF K-G MIXED DISTRIBUTION FOR THE REVERBERATION OF HIGH RESOLUTION ACTIVE SONAR IN SHALLOW WATER ............................................................................ 16 Xu Sun, Ranwei Li MULTI-FORMAT SPEECH PERCEPTION HASHING ALGORITHM BASED ON FREQUENCY BAND VARIANCE .................................................................................................................. 20 Yibo Huang, Yong Wang ROBUST END TO END ACOUSTIC MODEL BASED ON DEEP SIMILARITY NETWORK ................... 26 Songxue Tian, Weize Sun, Lei Huang RESEARCH ON ACOUSTIC SCENE CLASSIFICATION BASED ON MULTIPLE MIXED CONVOLUTIONAL NEURAL NETWORKS.................................................................................................. 31 Lidong Yang, Zhuangzhuang Zhang, Jiangtao Hu DIRECT POSITION DETERMINATION USING TDOA AND FDOA BASED ON VARIABLE BASELINE ......................................................................................................................................................... 36 Mingbing Li, Yuanyuan Song, Yijun Li, Luxi Zhang, Zhenzhu Zha, Qiang Yan, Qun Wan AUDIO SCENE CLASSIFICATION BASED ON GATED RECURRENT UNIT .......................................... 42 Lidong Yang, Jiangtao Hu, Zhuangzhuang Zhang A DOUBLE-SIDE WSOLA WITH GAIN PREDICTION BASED ON GRU FOR PACKET LOSS CONCEALMENT .............................................................................................................................................. 47 Patrick Mugisha, Jing Wang, Xiaohan Zhao, Zhuoran Li, Kai Qian A WEIGHTED MULTI-TASK LEARNING APPROACH FOR MANDARIN-ENGLISH CODE- SWITCHING SPEECH RECOGNITION .......................................................................................................... 52 Shilei Huang, Xiao Song, Yi Liu A CHINESE SPEECH RECOGNITION SYSTEM BASED ON ARTICULATORY FEATURES ................. 57 Shixuan Du, Qingran Zhan, Yahui Shan, Xiang Xie SPEAKER DIARIZATION FOR MULTI-SPEAKER CONVERSATIONS VIA X-VECTORS ..................... 61 Yangfan Zhang, Xiao Song, Jian Zhang NON-INTRUSIVE SPEECH QUALITY ASSESSMENT BASED ON TUCKER DECOMPOSITION AND DEEP NEURAL NETWORK ................................................................................. 65 Yahui Shan, Jing Wang, Min Liu, Yiyu Luo, Xiang Xie DESIGN OF SHIP RADIATED NOISE SIGNAL GENERATOR BASED ON FPGA ................................... 71 Hu Chen, Zhang Fengzhen, Li Guijuan, Zhang Zhaohui, Mu Lin, Hu Wenshuai A SIGNAL PROCESSING TECHNIQUE FOR LFMCW RADAR ................................................................. 74 Qingliang Shen ONE NARROWBAND CROSS-CORRELATOR DETECTOR FOR PASSIVE SONAR .............................. 79 Shengzeng Zhou, Xuanmin Du, Jinsheng Cheng DNN AND CLUSTERING BASED BINAURAL SOUND SOURCE LOCALIZATION IN MISMATCHED HRTF CONDITION ............................................................................................................... 84 Jin Wang, Jing Wang, Zhaoyu Yan, Xinyao Wang, Xiang Xie SEQUENTIAL MONTE CARLO AND PROBABILITY HYPOTHESIS DENSITIES FOR UNDERWATER MULTITARGET TRACKING IN ACTIVE SONOBUOY SYSTEMS ............................... 89 Pengfei Shao, Qing Li, Lei Wang RESEARCH ON SEARCHING RATE OPTIMIZATION METHOD OF HPA ACTIVE SONAR ................. 95 Di Meng, Shengzeng Zhou BEAMFORMING AND DEEP MODELS INTEGRATED MULTI-TALKER SPEECH SEPARATION ................................................................................................................................................... 99 Chao Peng, Xihong Wu, Tianshu Qu SIMULATION OF SHIP-RADIATED NOISE BASED ON SHALLOW MARINE ENVIRONMENT ............................................................................................................................................. 103 Yeye Liu, Yaohui Lv, Tingting Lv, Yuchao Wei, Xing Liu ACCURACY ANALYSIS OF BISTATIC ACTIVE SONAR RANGING ..................................................... 108 Linfeng Jiang, Shengzeng Zhou, Delong Sun, Linfeng Jiang EXPERIMENTAL STUDY ON DISTORTION OF SOUND ECHO REFLECTED BY A CYLINDRICAL OBJECT LOCATED IN UNDERWATER MULTI-PATH CHANNEL ............................. 113 Wei Sun, Fangyong Wang, Hao Tang, Jilin Zha COGNITIVE RADAR WAVEFORM OPTIMIZATION FOR STEALTH TARGET RCS ESTIMATION .................................................................................................................................................. 117 Qing Wang, Meng Li, Yuzhang Guo ANALYTICAL SOLUTION OF ACTIVE NOISE CONTROL IN SOUND FIELD WITH A REFLECTIVE SURFACE ............................................................................................................................... 123 Jingwei Liu, Ran Wang, Yuwei Feng, Xiaolin Wang PERFORMANCE ANALYSIS OF BINAURAL AUDIO RENDERING WITH RECONSTRUCTED HRTF UNDER LINEAR INTERPOLATION AND SSH ............................................ 128 Xinyao Wang, Jing Wang, Zhaoyu Yan, Min Liu, Kai Qian A METHOD OF SOUND FIELD CONTROL USING BEAM DEFLECTION ............................................. 134 Xian Zhang, Jianlong Li TARGET GEOMETRIC CONFIGURATION ESTIMATION BASED ON ACOUSTIC SCATTERING SPATIOTEMPORAL CHARACTERISTICS ........................................................................ 139 Li Rui, An Junying, Cheng Gang EFFICIENT OFF-GRID DOA ESTIMATION BASED ON MODIFIED MUSIC FOR ARBITRARY LINEAR ARRAYS .................................................................................................................. 143 Yanan Ma, Xianbin Cao, Xiangrong Wang THE W-DISJOINT ORTHOGONALITY OF UNDERWATER ACOUSTIC SIGNALS AND UNDERDETERMINED SOURCE COUNTING FOR ACOUSTIC VECTOR SENSOR ............................. 148 Yang Chen, Jinxia Wang, Yun Yu, Xiao Zhang, Biao Yang, Yanping Zhu DESIGN OF GROUPED SENSOR GEOMETRY IN SKY-WAVE TIME-DIFFERENCE-OF- ARRIVAL LOCALIZATION SYSTEMS* ..................................................................................................... 152 Tie-Nan Zhang, Xing-Peng Mao, He Ma, Yu-Han Liu SUPPRESSING GRATING LOBES IN WIDEBAND SUBARRAY ADAPTIVE BEAMFORMING ............................................................................................................................................ 157 Lizheng Zhang, Xinrong Cao, Shiguo Li SOUND SIGNAL SEPARATION TECHNIQUE IN WIND TUNNEL TEST BY USING PLANAR MICROPHONE ARRAY ................................................................................................................ 161 Hefeng Zhou, Yun Zhao, Xinwu Zeng, Haijun Wu, Weikang Jiang HORIZONTAL WAVENUMBER ESTIMATION TECHNIQUE BASED ON COMPRESSIVE SENSING IN SHALLOW WATER * ............................................................................................................. 167 Yun Yu, Yang Chen, Qing Ling, Xuejing Song A CONICAL HELIX ARRAY FOR SMALL AUTONOMOUS UNDERWATER PLATFORMS ............... 171 Xiaoxiao Sun, Hangfang Zhao STUDY ON OPTIMIZATION OF QPSO ALGORITHM IN BEAMFORMING .......................................... 176 Ye Tian, Jiaqi Wang, Longxiang Guo, Jingwei Yin RESEARCH ON BEAM SHARPENING TECHNOLOGY OF A CIRCULAR ARRAY DECONVOLVED BEAMFORMING ............................................................................................................. 182 Xiefan Pan, Benqi Liu, Liang Liu, Wenrui Yang, Huaibin Yan, An Fu A METHOD OF UNDERWATER TARGET DETECTION VIA NONNEGATIVE MATRIX FACTORIZATION .......................................................................................................................................... 186 Jingwei Yin, Bing Liu, Guangping Zhu, Longxiang Guo RESEARCH ON CROSS-MEDIUM TARGET DETECTION