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一种无重叠频带的自适应非对称并联图示均衡器校正方法

李亚 杨俊杰 冯奇 秦先清

李亚, 杨俊杰, 冯奇, 秦先清. 一种无重叠频带的自适应非对称并联图示均衡器校正方法[J]. 电子与信息学报, 2022, 44(5): 1734-1742. doi: 10.11999/JEIT210220
引用本文: 李亚, 杨俊杰, 冯奇, 秦先清. 一种无重叠频带的自适应非对称并联图示均衡器校正方法[J]. 电子与信息学报, 2022, 44(5): 1734-1742. doi: 10.11999/JEIT210220
LI Ya, YANG Junjie, FENG Qi, QIN Xianqing. An Adaptive Asymmetric Parallel Graphic Equalizer Correction Method without Overlapping Frequency Bands[J]. Journal of Electronics & Information Technology, 2022, 44(5): 1734-1742. doi: 10.11999/JEIT210220
Citation: LI Ya, YANG Junjie, FENG Qi, QIN Xianqing. An Adaptive Asymmetric Parallel Graphic Equalizer Correction Method without Overlapping Frequency Bands[J]. Journal of Electronics & Information Technology, 2022, 44(5): 1734-1742. doi: 10.11999/JEIT210220

一种无重叠频带的自适应非对称并联图示均衡器校正方法

doi: 10.11999/JEIT210220
基金项目: 广州市科技计划(201904010302),广东省教育厅科研项目(2021ZDZX1079),广东技术师范大学人才专项基金(2021SDKYA056)
详细信息
    作者简介:

    李亚:男,1979年生,副教授,研究方向为主动健康技术、智能信息处理、忆阻混沌神经网络等

    杨俊杰:男,1995年生,硕士生,研究方向为音频信号处理

    冯奇:男,1989年生,讲师,研究方向为智能信息处理、压缩感知信号处理等

    秦先清:男,1979年生,总经理,研究方向为音频信号处理

    通讯作者:

    冯奇 qfeng@gpnu.edu.cn

  • 中图分类号: TN912.3

An Adaptive Asymmetric Parallel Graphic Equalizer Correction Method without Overlapping Frequency Bands

Funds: The Science and Technology Program of Guangzhou (201904010302), The Scientific Research Project of Department of Education of Guangdong Province (2021ZDZX1079), The Doctoral Scientific Research Startup Fund of Guangdong Polytechnic Normal University (2021SDKYA056)
  • 摘要: 针对车载音响的声场校正精度低、效率低的问题,该文提出一种无重叠频带的自适应非对称并联图示均衡器校正方法。在车载音响声场动态变化情况下,该方法考虑了有效均衡范围和自适应增益,而不是经典方法中的固定均衡范围和人工给定的增益。通过对实测数据进行实验分析,所提方法比经典方法所用均衡滤波器个数平均减少大约20%,拟合目标增益更准确,校正后频谱曲线更平坦。
  • 图  1  图示均衡器串联组成示意图

    图  2  单个2阶滤波器结构框图

    图  3  图示均衡器并联组成示意图

    图  4  单个2阶滤波器结构框图

    图  5  车载音响图示均衡器自动校正算法应用系统框图

    图  6  不同方法拟合的均衡器响应

    图  7  不同方法拟合的均衡滤波器响应比较

    图  8  不同方法的车载扬声器均衡

    图  9  不同方法的车载扬声器均衡比较

    表  1  车载扬声器分类及其频响范围表

    车载扬声器分类常见频率响应范围
    低音20~150 Hz
    中音150 Hz~5 kHz
    高音5~20 kHz
    中低音20 Hz~5 kHz
    中高音110 Hz~20 kHz
    全频段50 Hz~20 kHz
    下载: 导出CSV

    表  2  1/3倍频程中心频率和带宽

    频带编号$ {f_{\text{c}}} $(Hz)$ {f_{\text{B}}} $(Hz)频带编号$ {f_{\text{c}}} $(Hz)$ {f_{\text{B}}} $(Hz)
    1209.317800373
    22511.7181000466.2
    331.514.7191250582.8
    44018.6201600745.9
    55023.3212000932.4
    66329.42225001166
    78037.32331501469
    810046.62440001865
    912558.32550002331
    1016074.62663002937
    1120093.22780003730
    12250116.628100004662
    13315146.929125005828
    14400186.530160007459
    15500233.131200009324
    16630293.7
    下载: 导出CSV

    表  3  不同方法指标对比

    指标ACGEPGEAPGEAG-APGE
    平均拟合最大误差(dB)1.082.651.070.23
    平均原始SFM0.6520.6520.6520.652
    平均校正后SFM0.9870.9800.9860.991
    平均均衡滤波器个数31623125
    平均设计所需时间0.57 ms1.22 s0.70 ms0.48 ms
    平均操作数
    加法124248124100
    乘法155249125101
    总和279497249201
    下载: 导出CSV
  • [1] VÄLIMÄKI V and REISS J D. All about audio equalization: Solutions and frontiers[J]. Applied Sciences, 2016, 6(5): 129. doi: 10.3390/app6050129
    [2] CECCHI S, CARINI A, and SPORS S. Room response equalization—a review[J]. Applied Sciences, 2018, 8(1): 16. doi: 10.3390/app8010016
    [3] PEPE G, GABRIELLI L, SQUARTINI S, et al. Evolutionary tuning of filters coefficients for binaural audio equalization[J]. Applied Acoustics, 2020, 163: 107204. doi: 10.1016/j.apacoust.2019.107204
    [4] DAGAR A, NITISH S S, and HEGDE R. Joint adaptive impulse response estimation and inverse filtering for enhancing in-car audio[C]. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, 2018: 416–420. doi: 10.1109/ICASSP.2018.8462329.
    [5] VAIRETTI G, DE SENA E, CATRYSSE M, et al. An automatic design procedure for low-order IIR parametric equalizers[J]. Journal of the Audio Engineering Society, 2018, 66(11): 935–952. doi: 10.17743/jaes.2018.0049
    [6] RÄMÖ J and VÄLIMÄKI V. Graphic delay equalizer[C]. ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, England, 2019: 8018–8022. doi: 10.1109/icassp.2019.8682949.
    [7] PRINCE S and KUMAR K R S. A novel Nth-order IIR filter-based graphic equalizer optimized through genetic algorithm for computing filter order[J]. Soft Computing, 2019, 23(8): 2683–2691. doi: 10.1007/s00500-018-3640-9
    [8] PEPE G, GABRIELLI L, SQUARTINI S, et al. Gravitational search algorithm for IIR filter-based audio equalization[C]. 2020 28th European Signal Processing Conference (EUSIPCO), Amsterdam, Holland, 2021: 496–500. doi: 10.23919/Eusipco47968.2020.9287421.
    [9] PEPE G, GABRIELLI L, SQUARTINI S, et al. Designing audio equalization filters by deep neural networks[J]. Applied Sciences, 2020, 10(7): 2483. doi: 10.3390/app10072483
    [10] RÄMÖ J, LISKI J, and VÄLIMÄKI V. Third-octave and bark graphic-equalizer design with symmetric band filters[J]. Applied Sciences, 2020, 10(4): 1222. doi: 10.3390/app10041222
    [11] RÄMÖ J and VÄLIMÄKI V. Neural third-octave graphic equalizer[C]. Proceedings of the 22nd International Conference on Digital Audio Effects (DAFx-19), Birmingham, UK, 2019: 2–6.
    [12] VÄLIMÄKI V and RÄMÖ J. Neurally controlled graphic equalizer[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2019, 27(12): 2140–2149. doi: 10.1109/taslp.2019.2935809
    [13] RAMÍREZ M A M and REISS J D. End-to-end equalization with convolutional neural networks[C]. 21st International Conference on Digital Audio Effects (DAFx-18), Aveiro, Portugal, 2018: 296–303.
    [14] RÄMÖ J and VÄLIMÄKI V. Optimizing a high-order graphic equalizer for audio processing[J]. IEEE Signal Processing Letters, 2014, 21(3): 301–305. doi: 10.1109/lsp.2014.2301557
    [15] LISKI J, RÄMÖ J, and VÄLIMÄKI V. Graphic equalizer design with symmetric biquad filters[C]. 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, USA, 2019: 55–59. doi: 10.1109/WASPAA.2019.8937168.
    [16] VÄLIMÄKI V and LISKI J. Accurate cascade graphic equalizer[J]. IEEE Signal Processing Letters, 2017, 24(2): 176–180. doi: 10.1109/lsp.2016.2645280
    [17] LISKI J and VÄLIMÄKI V. The quest for the best graphic equalizer[C]. Proceedings of the 20th International Conference on Digital Audio Effects (DAFx-17), Edinburgh, UK, 2017: 95–102.
    [18] LISKI J, BANK B, SMITH J O, et al. Converting series biquad filters into delayed parallel form: Application to graphic equalizers[J]. IEEE Transactions on Signal Processing, 2019, 67(14): 3785–3795. doi: 10.1109/TSP.2019.2919419
    [19] TAO Hao, FANG Yong, LIU Huaping, et al. Optimization method for a high-precision graphic equalizer with lower order filter[C]. 2018 14th IEEE International Conference on Signal Processing (ICSP), Beijing, China, 2018: 22–26. doi: 10.1109/ICSP.2018.8652302.
    [20] BANK B. Converting infinite impulse response filters to parallel form [tips & tricks][J]. IEEE Signal Processing Magazine, 2018, 35(3): 124–130. doi: 10.1109/msp.2018.2805358
    [21] BANK B, BELLOCH J A, and VÄLIMÄKI V. Efficient design of a parallel graphic equalizer[J]. Journal of the Audio Engineering Society, 2017, 65(10): 817–825. doi: 10.17743/jaes.2017.0029
    [22] RÄMÖ J, VÄLIMÄKI V, and BANK B. High-precision parallel graphic equalizer[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2014, 22(12): 1894–1904. doi: 10.1109/taslp.2014.2354241
    [23] CHEN Zhe, GENG Guosheng, YIN Fuliang, et al. A pre-distortion based design method for digital audio graphic equalizer[J]. Digital Signal Processing, 2014, 25: 296–302. doi: 10.1016/j.dsp.2013.11.007
    [24] ORFANIDIS S J. Introduction to Signal Processing[M]. Upper Saddle River: Prentice Hall, 1995.
    [25] KARJALAINEN M, PIIRILÄ E, JÄRVINEN A, et al. Comparison of loudspeaker equalization methods based on DSP techniques[J]. Journal of the Audio Engineering Society, 1999, 47(1/2): 14–31.
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出版历程
  • 收稿日期:  2021-03-15
  • 修回日期:  2021-10-20
  • 网络出版日期:  2021-11-04
  • 刊出日期:  2022-05-25

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