Zhong-Qiu Wang

Zhong-Qiu Wang
  • Biography

    Zhong-Qiu's research interests include microphone array processing, speech enhancement, blind source/speaker separation, robust automatic speech recognition, machine learning, and deep learning.

  • Recent News & Events


    See All News & Events for Zhong-Qiu
  • MERL Publications

    •  Wang, Z.-Q., Le Roux, J., Wang, D., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", Interspeech, September 2018.
      BibTeX TR2018-135 PDF
      • @inproceedings{Wang2018sep,
      • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Wang, DeLiang and Hershey, John},
      • title = {End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction},
      • booktitle = {Interspeech},
      • year = 2018,
      • month = sep,
      • url = {https://www.merl.com/publications/TR2018-135}
      • }
    •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Alternative Objective Functions for Deep Clustering", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462507, April 2018, pp. 686-690.
      BibTeX TR2018-005 PDF
      • @inproceedings{Wang2018apr,
      • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
      • title = {Alternative Objective Functions for Deep Clustering},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {686--690},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8462507},
      • url = {https://www.merl.com/publications/TR2018-005}
      • }
    •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461639, April 2018, pp. 1-5.
      BibTeX TR2018-007 PDF
      • @inproceedings{Wang2018apr2,
      • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
      • title = {Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {1--5},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8461639},
      • url = {https://www.merl.com/publications/TR2018-007}
      • }
  • Other Publications

    •  Zhong-Qiu Wang and DeLiang Wang, "Deep Learning Based Target Cancellation for Speech Dereverberation", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 28, pp. 941-950, 2020.
      BibTeX
      • @Article{Wang2020,
      • author = {Wang, Zhong-Qiu and Wang, DeLiang},
      • title = {Deep Learning Based Target Cancellation for Speech Dereverberation},
      • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      • year = 2020,
      • volume = 28,
      • pages = {941--950}
      • }
    •  Zhong-Qiu Wang, Peidong Wang and DeLiang Wang, "Complex Spectral Mapping for Single- and Multi-Channel Speech Enhancement and Robust ASR", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 28, pp. 1778-1787, 2020.
      BibTeX
      • @Article{Wang2020a,
      • author = {Wang, Zhong-Qiu and Wang, Peidong and Wang, DeLiang},
      • title = {Complex Spectral Mapping for Single- and Multi-Channel Speech Enhancement and Robust ASR},
      • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      • year = 2020,
      • volume = 28,
      • pages = {1778--1787}
      • }
    •  Zhong-Qiu Wang, Xueliang Zhang and DeLiang Wang, "Robust Speaker Localization Guided by Deep Learning Based Time-Frequency Masking", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 27, No. 1, pp. 178-188, 2019.
      BibTeX
      • @Article{Wang2018h,
      • author = {Wang, Zhong-Qiu and Zhang, Xueliang and Wang, DeLiang},
      • title = {Robust Speaker Localization Guided by Deep Learning Based Time-Frequency Masking},
      • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      • year = 2019,
      • volume = 27,
      • number = 1,
      • pages = {178--188}
      • }
    •  Zhong-Qiu Wang and DeLiang Wang, "Combining Spectral and Spatial Features for Deep Learning Based Blind Speaker Separation", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 27, No. 2, pp. 457-468, 2019.
      BibTeX
      • @Article{Wang2018i,
      • author = {Wang, Zhong-Qiu and Wang, DeLiang},
      • title = {Combining Spectral and Spatial Features for Deep Learning Based Blind Speaker Separation},
      • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      • year = 2019,
      • volume = 27,
      • number = 2,
      • pages = {457--468}
      • }
    •  Zhong-Qiu Wang and DeLiang Wang, "A Joint Training Framework for Robust Automatic Speech Recognition", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 24, No. 4, pp. 796-806, 2016.
      BibTeX External
      • @Article{Wang2016,
      • author = {Wang, Zhong-Qiu and Wang, DeLiang},
      • title = {A Joint Training Framework for Robust Automatic Speech Recognition},
      • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      • year = 2016,
      • volume = 24,
      • number = 4,
      • pages = {796--806},
      • url = {https://ieeexplore.ieee.org/document/7403942}
      • }
  • MERL Issued Patents

    • Title: "Methods and Systems for End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction"
      Inventors: Le Roux, Jonathan; Hershey, John R.; Wang, Zhongqiu; Wichern, Gordon P
      Patent No.: 10,529,349
      Issue Date: Jan 7, 2020
    See All Patents for MERL