男，教授，博士生导师。现任副系主任、南京大学——地平线智能音频联合实验室主任，中国声学学会常务理事，中国声学学会/中国电子学会声频工程分会副主任委员，美国声学学会（ASA）语音通信（Speech Communication）、信号处理（Signal Processing）和工程声学（Engineering Acoustics）技术委员会委员，IEEE senior member。主要研究方向：声场调控和声信息处理。发表论文逾200篇，其中包括声学领域顶刊美国声学学报（J. Acoust. Soc. Am.）论文30余篇；获得授权发明专利超过40项；十余次担任声学领域顶尖国际会议（ASA、ICA、InterNoise、ICSV）国际科学委员和分会主席。主持国家重点研发计划子课题和国家自然科学基金6项，主持与国内外知名企业的合作研究课题多项。研究成果得到广泛应用，部署于全球近一亿台手机和近四千万台智能语音交互产品中。

电子邮箱：lujing@nju.edu.cn

近期论文  

1. Zhuang, T., Zhong, J. X., Ma, G., Niu, F., & Lu, J. (2025). Modeling a Phased Array of Parametric Array Loudspeakers Using the Spherical Wave Expansion. IEEE Transactions on Audio, Speech and Language Processing.

2. Zhang, Y., Lu, J., Chen, F., Du, H., Gao, X., & Lin, Z. (2025). Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum. IEEE Transactions on Neural Systems and Rehabilitation Engineering, (33), 2892-2903.

3. Liu, Y., Li, H., Zou, H., Lin, Z., & Lu, J. (2025). Active headrest combined with a depth camera-based ear-positioning system. The Journal of the Acoustical Society of America, 157(1), 519-526.

4. Li, T., Zhao, S., Huang, Y., Lu, J., & Burnett, I. S. (2025). A distributed adaptive wave field synthesis system. The Journal of the Acoustical Society of America, 157(3), 2221-2235.

5. Sun, R., Li, T., Zeng, X., Zou, H., Chen, K., & Lu, J. (2025). Quasi-Newton simultaneous perturbation stochastic approximation algorithm for broadband active noise control (L). The Journal of the Acoustical Society of America, 157(6), 4461-4467.

6. Hu, Q., Sun, T., Chen, X. A., Rong, X., & Lu, J. (2026). Optimization of modular multi-speaker distant conversational speech recognition. Computer Speech & Language, 95, 101816.

7. Li, M., Zhuang, T., Chen, K., Zhong, J. X., & Lu, J. (2025). Deep Learning-Based Approach for Identification and Compensation of Nonlinear Distortions in Parametric Array Loudspeakers. IEEE Signal Processing Letters (32) 1455-1459.

8. Hou, Z., Lei, T., Hu, Q., Cao, Z., Tang, M., & Lu, J. (2024). SNR-Progressive Model with Harmonic Compensation for Low-SNR Speech Enhancement. IEEE Signal Processing Letters (32) 476-480.

9. Lian, S., Li, T., Sun, S., Wang, S., & Lu, J. (2025). A computational-efficient adaptive algorithm based on frequency point selection in multichannel active noise control systems. Mechanical Systems and Signal Processing, 238, 113176.

10. Hu, M., Li, H., Lu, J., Zou, H., & Ma, Q. (2025). An online modeling virtual sensing technique based on kriging interpolation for active noise control. Mechanical Systems and Signal Processing, 224, 112186.

11. Lian, S., Gu, J., Wang, S., Chen, K., Hu, Y., Zhu, C., & Lu, J. (2025). A coherence-based robust frequency-dependent variable step size method for active road noise control. The Journal of the Acoustical Society of America, 158(2), 1254-1267.

12. Zhong, J. X., De Castro, P. F., Lu, T., Kim, J., Oudich, M., Ji, J., ... & Benalcazar, W. A. (2025). Higher-order skin effect and its observation in an acoustic kagome lattice. Physical Review B, 111(1), 014314.

13. Sun, T., Rong, X., Wang, D., Hu, Y., Chen, K., & Lu, J. (2025). Exploiting lightweight neural post-filtering for directional speech enhancement. Applied Acoustics, 239, 110844.

14. Rong, X., Wang, D., Hu, Q., Wang, Y., Hu, Y., & Lu, J. (2025). TS-URGENet: A Three-stage Universal Robust and Generalizable Speech Enhancement Network. InterSpeech2025 (ranking 2^nd in URGENT challenge).

15. Tan, T., Chen, X., Le, X., Fan, W., Xia, X., Huang, C., & Lu, J. (2025). CBA-Whisper: Curriculum Learning-Based AdaLoRA Fine-Tuning on Whisper for Low-Resource Dysarthric Speech Recognition. In Proc. Interspeech 2025 (ranking 2^nd in SAPC challenge).

16. Song, Z., Sun, T., Hu, R., Chen, K., & Lu, J. (2025). Leveraging Self-Supervised Learning Based Speaker Diarization for MISP 2025 AVSD Challenge. In Proc. Interspeech 2025 (ranking 3^rd in MISP challenge).

17. Wang, Z., Rong, X., Sun, Y., Sun, T., Lin, Z., & Lu, J. (2025). A Lightweight Hybrid Dual Channel Speech Enhancement System under Low-SNR Conditions. InterSpeech2025.

18. Tan, T., Ruan, H., Chen, X., Chen, K., Lin, Z., & Lu, J. (2025, April). DistillW2N: A Lightweight One-Shot Whisper to Normal Voice Conversion Model Using Distillation of Self-Supervised Features. In ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1-5). IEEE.

19. Lei, T., Li, A., Chen, R., Yu, D., Yu, M., Lu, J., & Zheng, C. BridgeVoC: Insights into Using Schrödinger Bridge for Neural Vocoders. In ICLR 2025 Workshop on Deep Generative Model in Machine Learning: Theory, Principle and Efficacy.

20. Lei, T., Hu, Q., Hou, Z., & Lu, J. (2025). Enhancing real-world far-field speech with supervised adversarial training. Applied Acoustics, 229, 110407.

21. Li, T., Zhao, S., Rao, L., Zou, H., Chen, K., Lu, J., & Burnett, I. S. (2024). Experimental study of a distributed active noise control system with multi-device nodes based on augmented diffusion strategy. The Journal of the Acoustical Society of America, 156(5), 3246-3259.

22. Li, S. Z., Zhuang, T., Zhong, J. X., & Lu, J. (2024). Extended King integral for modeling of parametric array loudspeakers with axisymmetric profiles. The Journal of the Acoustical Society of America, 156(4), 2189-2199.

23. Wang, K., Zhao, S., Shen, C., Shi, L., Zou, H., Lu, J., & Alù, A. (2024). Breaking the causality limit for broadband acoustic absorption using a noncausal active absorber. Device, 2(10).

24. Wang, K., Shi, L., Zou, H., Zhao, S., Shen, C., & Lu, J. (2024). A broadband active sound absorber with adjustable absorption coefficient and bandwidth. The Journal of the Acoustical Society of America, 156(2), 1048-1057.

25. Wang, D., Hou, Z., Hu, Y., Zhu, C., Lu, J., & Chen, J. (2024). Incorporation of a modified temporal cepstrum smoothing in both signal-to-noise ratio and speech presence probability estimation for speech enhancement. The Journal of the Acoustical Society of America, 155(6), 3678-3689.

26. Shi, L., Wang, K., Chen, K., Lu, J., Zou, H., & Qiu, X. (2025). Virtual feedback control of interior road noise based on headrest loudspeakers. Applied Acoustics, 227, 110234.

27. Ruan, H., Liao, L., Chen, K., & Lu, J. (2024). Speech extraction under extremely low SNR conditions. Applied Acoustics, 224, 110149.

28. Rong, X., Sun, T., Zhang, X., Hu, Y., Zhu, C., & Lu, J. (2024, April). GTCRN: A Speech Enhancement Model Requiring Ultralow Computational Resources. In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 971-975). IEEE.

29. Guo, H., Le, X., Chen, K., & Lu, J. (2024, April). A Light-Weight State Detection Model for Kalman-Filter-Based Acoustic Feedback Cancellation with Rapid Recovery from Abrupt Path Changes. In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 456-460). IEEE.

30. Sun, T., Lei, T., Zhang, X., Hu, Y., Zhu, C., & Lu, J. (2024, April). A Lightweight Hybrid Multi-Channel Speech Extraction System with Directional Voice Activity Detection. In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1486-1490). IEEE.

31. Hou, Z., Sun, T., Hu, Y., Zhu, C., Chen, K., & Lu, J. (2024, April). Sir-progressive audio-visual tf-gridnet with ASR-aware selector for target speaker extraction in MISP 2023 challenge. In 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) (pp. 11-12). IEEE. (Ranked 1^st in ICASSP 2024 MISP Challenge)

32. Hu, Q., Tan, T., Tang, M., Hu, Y., Zhu, C., & Lu, J. (2024, April). General Speech Restoration Using Two-Stage Generative Adversarial Networks. In 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) (pp. 31-32). IEEE. (Ranked Top-3 in ICASSP 2024 SIG Challenge)

33. Lian, S., Li, T., Gu, J., Hu, Y., Zhu, C., Wang, S., & Lu, J. (2024). An online decoupling-whitening frequency domain filtered-error least mean square algorithm for active road noise control. The Journal of the Acoustical Society of America, 156(2), 1413-1424.

34. Li, S. Z., Zhuang, T., Zhong, J. X., & Lu, J. (2024). Extended King integral for modeling of parametric array loudspeakers with axisymmetric profiles. The Journal of the Acoustical Society of America, 156(4), 2189-2199.

35. Huang, Y., Zhao, S., & Lu, J. (2024). Acoustic contrast control with a sound intensity constraint for personal sound systems. The Journal of the Acoustical Society of America, 155(2), 879-890.

36. Mao, X., Xiang, Y., & Lu, J. (2024). An efficient nonlinear adaptive filter algorithm based on the rectified linear unit. Digital Signal Processing, 104373.

37. Cheng, G., Ruan, H., Hu, Y., Zhu, C., Cao, Z., & Lu, J. (2024). Stereophonic acoustic echo cancellation based on semi-blind source separation. Applied Acoustics, 216, 109789.

38. Zhong, J., Hu, C., Wang, K., Ji, J., Zhuang, T., Zou, H., ... & Cheng, J. C. (2023). Local-Nonlinearity-Enabled Deep Subdiffraction Control of Acoustic Waves. Physical review letters, 131(23), 234001.

39. Zhong, J., Zou, H., Lu, J., & Zhang, D. (2023). A modified convolution model for calculating the far field directivity of a parametric array loudspeaker. The Journal of the Acoustical Society of America, 153(3), 1439-1451.

40. Zhong, J., Zhuang, T., Li, M., Kirby, R., Karimi, M., Lu, J., & Zhang, D. (2023). Sidelobe Suppression for a Steerable Parametric Source Using the Sparse Random Array Technique. IEEE/ACM Transactions on Audio, Speech, and Language Processing.

41. Hu, Q., Hou, Z., Chen, K., & Lu, J. (2023). Learnable spectral dimension compression mapping for full-band speech enhancement. JASA Express Letters, 3(2).

42. Hou, Z., Hu, Q., Chen, K., Cao, Z., & Lu, J. (2023). Local spectral attention for full-band speech enhancement. JASA Express Letters, 3(11).

43. Li, M., Zhong, J., Jing, Y., & Lu, J. (2023). A note on the audio sound power generated by a parametric array loudspeaker. The Journal of the Acoustical Society of America, 154(6), 3899-3905.

44. Liao, L., Cheng, G., Chen, K., Cao, Z., & Lu, J. (2023). Improvement of independent vector analysis for closely spaced sources. Applied Acoustics, 212, 109575.

45. Zhong, J., Zou, H., & Lu, J. (2023). A modal expansion method for simulating reverberant sound fields generated by a directional source in a rectangular enclosure. The Journal of the Acoustical Society of America, 154(1), 203-216.

46. Li, T., Lian, S., Zhao, S., Lu, J., & Burnett, I. S. (2023). Distributed active noise control based on an augmented diffusion FxLMS algorithm. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 31, 1449-1463.

47. Li, T., Rao, L., Zhao, S., Duan, H., Lu, J., & Burnett, I. S. (2023). An augmented diffusion algorithm with bidirectional communication for a distributed active noise control system. The Journal of the Acoustical Society of America, 154(6), 3568-3579.

48. Hu, M., Shi, L., Zou, H., Christensen, M. G., & Lu, J. (2023). Sound zone control with fixed acoustic contrast and simultaneous tracking of acoustic transfer functions. The Journal of the Acoustical Society of America, 153(5), 2538-2538.

49. Zhuang, T., Zhong, J., Niu, F., Karimi, M., Kirby, R., & Lu, J. (2023). A steerable non-paraxial Gaussian beam expansion for a steerable parametric array loudspeaker. The Journal of the Acoustical Society of America, 153(1), 124-136.

50. Cheng, G., Liao, L., Chen, K., Hu, Y., Zhu, C., & Lu, J. (2023). Semi-blind source separation using convolutive transfer function for nonlinear acoustic echo cancellation. The Journal of the Acoustical Society of America, 153(1), 88-95.

51. Zhang, Y., Ruan, H., Yuan, Z., Du, H., Gao, X., & Lu, J. (2023, June). A Learnable Spatial Mapping for Decoding the Directional Focus of Auditory Attention Using EEG. In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1-5). IEEE.

52. Le, X., Chen, L., He, C., Guo, Y., Chen, C., Xia, X., & Lu, J. (2023, June). Personalized speech enhancement combining band-split rnn and speaker attentive module. In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1-2). IEEE. (ranked top 5 in DNS-5)

53. Lei, T., Hou, Z., Hu, Y., Yang, W., Sun, T., Rong, X., ... & Lu, J. (2023, June). A Low-Latency Hybrid Multi-Channel Speech Enhancement System For Hearing Aids. In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1-2). IEEE. (ranked top 5 in CEC-2)

54. Hou, Z., Hu, Q., Sun, T., Hu, Y., Zhu, C., & Chen, K. (2023, June). Convolutional Recurrent MetriCGAN With Spectral Dimension Compression For Full-Band Speech Enhancement. In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1-2). IEEE. (ranked top 5 in DNS-5)

55. Le, X., Lei, T., Chen, L., Guo, Y., He, C., Chen, C., ... & Lu, J. (2023). Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model. InterSpeech 2023.

56. Zhong, J., Zhuang, T., Kirby, R., Karimi, M., Qiu, X., Zou, H., & Lu, J. (2022). Low Frequency Audio Sound Field Generated by a Focusing Parametric Array Loudspeaker. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 30, 3098-3109.

57. Le, X., Lei, T., Chen, K., & Lu, J. (2022). Inference skipping for more efficient real-time speech enhancement with parallel RNNs. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 30, 2411-2421.

58. Hu, M., Zou, H., Lu, J., & Christensen, M. G. (2022). Maximizing the acoustic contrast with constrained reconstruction error under a generalized pressure matching framework in sound zone control. The Journal of the Acoustical Society of America, 151(4), 2751-2759.

59. Ruan, H., Lei, T., Chen, K., & Lu, J. (2022). An Explicit Connection Between Independent Vector Analysis and Tensor Decomposition in Blind Source Separation. IEEE Signal Processing Letters, 29, 1277 - 1281

60. Liao, L., Cheng, G., Gu, Z., & Lu, J. (2022). Efficient independent vector extraction of dominant source (L). The Journal of the Acoustical Society of America, 151(6), 4126-4130.

61. Liao, L., Cheng, G., Ruan, H., Chen, K., & Lu, J. (2022). Multichannel Variational Autoencoder-Based Speech Separation in Designated Speaker Order. Symmetry, 14(12), 2514.

62. Chen, H., Huang, X., Zou, H., & Lu, J. (2022). Research on the Robustness of Active Headrest with Virtual Microphones to Human Head Rotation. Applied Sciences, 12(22), 11506.

63. Lei, T., Ruan, H., Chen, K., & Lu, J. (2022, May). A Priori SNR Estimation for Speech Enhancement Based on PESQ-Induced Reinforcement Learning. In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 6957-6961). IEEE.

64. Le, X., Chen, H., Chen, K., & Lu, J. (2021). DPCRN: Dual-path convolution recurrent network for single channel speech enhancement. InterSpeech2021 (Rank 3rd in DNS3 with significantly fewer parameters and lower computational burden than the top two models).

65. Cheng, G., Liao, L., Chen, H., & Lu, J. (2021). Semi-Blind Source Separation for Nonlinear Acoustic Echo Cancellation. IEEE Signal Processing Letters, 28, 474-478.

66. Hu, M., & Lu, J. (2021). Theoretical explanation of uneven frequency response of time-domain acoustic contrast control method. The Journal of the Acoustical Society of America, 149(6), 4292-4297.

67. Wang, H., Gu, Z., Chen, K., & Lu, J. (2021). Robust direction-of-arrival estimation for a target speaker based on multi-task U-net based direct-path dominance test. JASA Express Letters, 1(2), 024801.

68. Chen, K., Niu, F., Zou, H., & Lu, J. (2021). Modification of frequency-domain active noise control algorithm without secondary path modeling. The Journal of the Acoustical Society of America, 149(2), 1021-1029.

69. Chen, H., Chen, G., Chen, K., & Lu, J. (2021). Nonlinear residual echo suppression based on dual-stream DPRNN. EURASIP Journal on Audio, Speech, and Music Processing, 2021(1), 1-11.

70. Chen, K., Xue, J., Lu, J., & Qiu, X. (2020). Improving active noise control without secondary path modeling using subband phase estimation. The Journal of the Acoustical Society of America, 147(2), 1275-1283.

71. Hu, M., & Lu, J. (2020, May). Active Control of Line Spectral Noise with Simultaneous Secondary Path Modeling Without Auxiliary Noise. In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 466-470). IEEE.

72. Fan, W., & Lu, J. (2020). improving partition-block-based acoustic echo canceler in under-modeling scenarios. InterSpeech 2020.

73. Chen, H., Xiang, T., Chen, K., & Lu, J. (2020). Nonlinear residual echo suppression based on multi-stream Conv-tasnet. InterSpeech 2020.

74. Wang, H., Chen, K., & Lu, J. (2020). U-net based direct-path dominance test for robust direction-of-arrival estimation. InterSpeech 2020.

75. Hu, M., Xue, J., & Lu, J. (2019). Online multi-channel secondary path modeling in active noise control without auxiliary noise. The Journal of the Acoustical Society of America, 146(4), 2590-2595.

76. Hu, M., Wang, J., Xue, J., & Lu, J. (2019). Inspection of the secondary path modeling in active noise control from the viewpoint of channel identification in stereo acoustic echo cancellation. The Journal of the Acoustical Society of America, 145(5), 3024-3030.

77. Xiang, T., Lu, J., & Chen, K. (2019). Multi-channel adaptive dereverberation robust to abrupt change of target speaker position. The Journal of the Acoustical Society of America, 145(3), EL250-EL256.

78. Wang, J., Xue, J., Lu, J., & Qiu, X. (2019). A switching strategy of the frequency-domain adaptive algorithm for active noise control. The Journal of the Acoustical Society of America, 146(2), 1045-1050.

79. Fan, W., Chen, K., Lu, J., & Tao, J. (2019). Effective improvement of under-modeling frequency-domain Kalman filter. IEEE Signal Processing Letters.

80. Gu, Z., Lu, J., & Chen, K. (2019). Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model. InterSpeech 2019.

81. J. Zhong, J. Tao, and X. Qiu, “Increasing the performance of active noise control systems on ground with two vertical reflecting surfaces with an included angle,” J. Acoust. Soc. Am. 146(5), in press (2019).

82. J. Tao, Q. Guo, and  X. Qiu, “A near-field error sensing strategy for compact multi-channel active sound radiation control in free field,” J. Acoust. Soc. Am. 146(4): 2179  (2019).

83. S. Wang, J. Tao, X. Qiu, and J. Pan, “A boundary error sensing arrangement for virtual sound barriers to reduce noise radiation through openings,” J. Acoust. Soc. Am. 144(6): 3695-3702 (2019).

84. J. Zhong, J. Tao, and X. Qiu, “Increasing the performance of active noise control systems on ground with a finite size vertical reflecting surface,” Appl. Acoust. 154, 193-200 (2019).

85. G. Zhang, J. Tao, X. Qiu, and I. Burnett, “Decentralized two-channel active noise control for single frequency by shaping matrix eigenvalues” IEEE-ACM Trans. Audio Speech Lang. 27(1): 44-52 (2019).

86. K. Wang, J. Tao, and X. Qiu, “Boundary control of sound transmission into a cavity through its opening,” J. Sound Vib. (442): 350-365 (2019).

87. Lin, Z. B., Zhou, L., Qiu, X. J. (2019). A composite objective measure on subjective evaluation of speech enhancement algorithms, Appl. Acoust.145, 144-148

88. Lin, Z. B., Lu, J., and Qiu, X. J. (2019). An effective hybrid low delay packet loss concealment algorithm for MDCT-based audio codec, Appl. Acoust.154, 170-175.