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Shan Liang

Associate Professor

Calculated based on number of publications stored in Pure and citations from Scopus
20122024

Research activity per year

  • 27 Conference Proceeding
  • 16 Article
  • 3 Conference article
  • 1 Review article
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Conference Proceeding

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  • 2023

    Exploring the Power of Cross-Contextual Large Language Model in Mimic Emotion Prediction

    Yi, G., Yang, Y., Pan, Y., Cao, Y., Yao, J., Lv, X., Fan, C., Lv, Z., Tao, J., Liang, S. & Lu, H., 2 Nov 2023, MuSe 2023 - Proceedings of the 4th Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation, Co-located with: MM 2023. Association for Computing Machinery, Inc, p. 19-26 8 p.

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    5 Citations (Scopus)
  • 2022

    ADD 2022: THE FIRST AUDIO DEEP SYNTHESIS DETECTION CHALLENGE

    Yi, J., Fu, R., Tao, J., Nie, S., Ma, H., Wang, C., Wang, T., Tian, Z., Bai, Y., Fan, C., Liang, S., Wang, S., Zhang, S., Yan, X., Xu, L., Wen, Z. & Li, H., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9216-9220 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    Open Access
    105 Citations (Scopus)

  • A ROBUST DEEP AUDIO SPLICING DETECTION METHOD VIA SINGULARITY DETECTION FEATURE

    Liang, S., Zhang, K., Nie, S., He, S., Pan, J., Zhang, X., Ma, H. & Yi, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2919-2923 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    4 Citations (Scopus)

  • DDAM '22: 1st International Workshop on Deepfake Detection for Audio Multimedia

    Tao, J., Yi, J., Fan, C., Fu, R., Liang, S., Zhang, P., Li, H., Meng, H., Yu, D. & Akagi, M., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 7405-7406 2 p.

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Masking-based Neural Beamformer for Multichannel Speech Enhancement

    Nie, S., Liang, S., Yang, Z., Xiao, L., Liu, W. & Tao, J., 2022, 2022 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022. Lee, K. A., Lee, H., Lu, Y. & Dong, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 125-129 5 p. (2022 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

  • Speaker Recognition-Assisted Robust Audio Deepfake Detection

    Pan, J., Nie, S., Zhang, H., He, S., Zhang, K., Liang, S., Zhang, X. & Tao, J., 2022, 23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022. Vol. 2022-September. p. 4202-4206 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    4 Citations (Scopus)
  • 2020

    Deep Neural Network-Based Generalized Sidelobe Canceller for Robust Multi-Channel Speech Recognition

    Li, G., Liang, S., Nie, S., Liu, W., Yang, Z. & Xiao, L., 2020, Interspeech 2020. International Speech Communication Association, p. 51-55 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2020-October).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    5 Citations (Scopus)

  • Microphone Array Post-Filter for Target Speech Enhancement Without a Prior Information of Point Interferers

    Li, G., Liang, S., Nie, S., Liu, W., Yang, Z. & Xiao, L., 2020, Interspeech 2020. International Speech Communication Association, p. 3306-3310 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2020-October).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • 2019

    Adaptive Dereverberation Using Multi-channel Linear Prediction with Deficient Length Filter

    Li, G., Liang, S., Nie, S. & Liu, W., 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 556-560 5 p. 8682349. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    3 Citations (Scopus)

  • Bidirectional adversarial domain adaptation with semantic consistency

    Zhang, Y., Nie, S., Liang, S. & Liu, W., 2019, Pattern Recognition and Computer Vision- 2nd Chinese Conference, PRCV 2019, Proceedings, Part III. Lin, Z., Wang, L., Tan, T., Yang, J., Shi, G., Zheng, N., Chen, X. & Zhang, Y. (eds.). Springer, p. 184-198 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11859 LNCS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    3 Citations (Scopus)

  • Direction-Aware Speaker Beam for Multi-Channel Speaker Extraction

    Li, G., Liang, S., Nie, S., Liu, W., Yu, M., Chen, L., Peng, S. & Li, C., 2019, 20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019. Vol. 2019-September. p. 2713-2717 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    17 Citations (Scopus)

  • Jointly Adversarial Enhancement Training for Robust End-to-End Speech Recognition

    Liu, B., Nie, S., Liang, S., Liu, W., Yu, M., Chen, L., Peng, S. & Li, C., 2019, 20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019. Vol. 2019-September. p. 491-495 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    29 Citations (Scopus)

  • Loss and Double-edge-triggered Detector for Robust Small-footprint Keyword Spotting

    Liu, B., Nie, S., Zhang, Y., Liang, S., Yang, Z. & Liu, W., 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6361-6365 5 p. 8682534. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    13 Citations (Scopus)
  • 2018

    Boosting Noise Robustness of Acoustical Model via Deep Adversarial Training

    Liu, B., Nie, S., Zhang, Y., Liang, S. & Liu, W., 2018, ICASSP 2018..

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training

    Liu, B., Nie, S., Zhang, Y., Ke, D., Liang, S. & Liu, W., 10 Sept 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5034-5038 5 p. 8462093. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    Open Access
    18 Citations (Scopus)

  • Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement

    Nie, S., Liang, S., Liu, B., Zhang, Y., Liu, W. & Tao, J., 2018, 19th Annual Conference of the International Speech Communication, INTERSPEECH 2018. Vol. 2018-September. p. 3219-3223 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    6 Citations (Scopus)

  • Stochastic Multiple Choice Learning for Acoustic Modeling

    Liul, B., Nie, S., Liang, S., Yang, Z. & Liu, W., 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8489454. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)
  • 2017

    Long short-term memory recurrent neural network based segment features for music genre classification

    Dai, J., Liang, S., Xue, W., Ni, C. & Liu, W., 2 May 2017, Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016. Wang, H-M., Hou, Q., Wei, Y., Lee, T., Wei, J., Xie, L., Feng, H., Dang, J. & Dang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 7918369. (Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    28 Citations (Scopus)
  • 2016

    Exploiting spectro-temporal structures using NMF for DNN-based supervised speech separation

    Nie, S., Liang, S., Li, H., Zhang, X., Yang, Z., Liu, W. J. & Dong, L. K., 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 469-473 5 p. 7471719. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    15 Citations (Scopus)
  • 2015

    Cross-domain cooperative deep stacking network for speech separation

    Jiang, W., Liang, S., Dong, L., Yang, H., Liu, W. & Wang, Y., 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5083-5087 5 p. 7178939. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    3 Citations (Scopus)

  • Joint Optimization of Recurrent Networks Exploiting Source Auto-regression for Source Separation

    Nie, S., Xue, W., Liang, S., Zhang, X., Liu, W., Qiao, L. & Li, J., 2015, 16th Annual Conference of the International Speech Communication Association, INTERSPEECH 2015. Vol. 2015-January. p. 3307-3311 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    4 Citations (Scopus)

  • Two-Stage Multi-Target Joint Learning for Monaural Speech Separation

    Nie, S., Liang, S., Xue, W., Zhang, X., Liu, W., Dong, L. & Yang, H., 2015, 16th Annual Conference of the International Speech Communication Association, INTERSPEECH 2015. Vol. 2015-January. p. 1503-1507 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    7 Citations (Scopus)
  • 2014

    An improved multipitch tracking algorithm with empirical mode decomposition

    Jiang, W., Liu, W. J., Tan, Y. W. & Liang, S., 2014, Pattern Recognition - 6th Chinese Conference, CCPR 2014, Proceedings. Li, S., Wang, Y. & Liu, C. (eds.). Springer Verlag, p. 209-217 9 p. (Communications in Computer and Information Science; vol. 484).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • DOA estimation of speech source in noisy environments with weighted spatial bispectrum correlation matrix

    Xue, W., Liang, S. & Liu, W., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 2282-2286 5 p. 6854006. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    7 Citations (Scopus)

  • Improving deep neural networks by using sparse dropout strategy

    Zheng, H., Chen, M., Liu, W., Yang, Z. & Liang, S., 3 Sept 2014, 2014 IEEE China Summit and International Conference on Signal and Information Processing, IEEE ChinaSIP 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 21-26 6 p. 6889194. (2014 IEEE China Summit and International Conference on Signal and Information Processing, IEEE ChinaSIP 2014 - Proceedings).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    6 Citations (Scopus)
  • 2012

    A new noise-tracking algorithm for generalizing binary time-frequency (T-F) masking to ratio masking

    Liang, S., Jiang, W. & Liu, W., 2012, 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012. p. 950-953 4 p. (13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012; vol. 2).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Monaural voiced speech separation with multipitch tracking

    Jiang, W., Hu, P., Liang, S., Liu, W. & Yang, Z., 2012, Pattern Recognition - Chinese Conference, CCPR 2012, Proceedings. p. 564-571 8 p. (Communications in Computer and Information Science; vol. 321 CCIS).

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review