Bio

I am currently a fifth-year Ph.D. student in CSE at OSU, advised by Prof. DeLiang Wang.

My research focuses on speech enhancement, speech separation, acoustic echo cancellation, active noise control, and deep learning. I am also interested in microphone array processing and music source separation

I serve as a reviewer for Neural Networks and The Journal of the Acoustical Society of America.

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Publications

Journal Articles

[2] H. Zhang and D. L. Wang, "A deep learning approach to active noise control", in Neural Networks, vol. 141, pp. 1-10, 2021.
Paper

[1] H. Zhang, J. Chen, and J. Benesty, "Study of nonuniform linear differential microphone arrays with the minimum-norm filter", in Journal of Applied Acoustics, vol. 98, pp. 62-69, 2015.
Paper

Conference Papers

[5] H. Zhang and D. L. Wang, "A Deep Learning Approach to Multi-Channel and Multi-Microphone Acoustic Echo Cancellation", in the 22th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2021.

[4] H. Zhang and D. L. Wang, "A Deep Learning Method to Multi-Channel Active Noise Control", in the 22th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2021.

[3] H. Zhang and D. L. Wang, "A Deep Learning Approach to Active Noise Control", in the 21th Annual Conference of the International Speech Communication Association (INTERSPEECH), pp. 1141-1145, 2020.
Paper

[2] H. Zhang, K. Tan and D. L. Wang, "Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions", in the 20th Annual Conference of the International Speech Communication Association (INTERSPEECH), pp. 4255-4259, 2019.
Paper

[1] H. Zhang and D. L. Wang, "Deep learning for acoustic echo cancellation in noisy and double-talk scenarios", in the 19th Annual Conference of the International Speech Communication Association (INTERSPEECH), pp. 3239-3243, 2018.
Paper

Technical Reports

[1] H. Zhang and D. L. Wang, "Multi-channel and multi-microphone acoustic echo cancellation using a deep learning based approach", arXiv:2103.02552.
Paper

Working

Jan. 2017 - present, Graduate Research Associate in Perception and Neurodynamics Laboratory (PNL) at OSU, Columbus, OH, United States

May 2021 - Aug. 2021, Applied Scientist Intern at Amazon Lab 126, Sunnyvale, CA, the US

May 2020 - Aug. 2020, Applied Scientist Intern at Amazon Lab 126, Sunnyvale, CA, the US

May 2019 - Aug. 2019, Applied Scientist Intern at Amazon Lab 126, Sunnyvale, CA, the US

Jun. 2018 - Aug. 2018, Research Intern at Elevoc Technology Co., Ltd.,Shenzhen, Guangdong, China

Teaching

GTA of CSE 5526 (Introduction to Neural Networks), OSU, Autumn 2021

GTA of CSE 5526 (Introduction to Neural Networks), OSU, Autumn 2020

GTA of CSE 5526 (Introduction to Neural Networks), OSU, Autumn 2019

GTA of CSE 5526 (Introduction to Neural Networks), OSU, Spring 2017 - Autumn 2018

GTA of CSE 1223 (Introduction to Computer Programming In Java), OSU, Autumn 2016