Qiquan Zhang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Convolutional Network

Entropy Measure

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. CoRR (2024)
Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García, Eng Siong Chng, Lina Yao
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. CoRR (2024)
Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li
An Empirical Study on the Impact of Positional Encoding in Transformer-Based Monaural Speech Enhancement. ICASSP (2024)
Xinyuan Qian, Zexu Pan, Qiquan Zhang, Kainan Chen, Shoufeng Lin
GLMB 3D Speaker Tracking with Video-Assisted Multi-Channel Audio Optimization Functions. ICASSP (2024)
Xinyuan Qian, Wei Xue, Qiquan Zhang, Ruijie Tao, Haizhou Li
Deep Cross-Modal Retrieval Between Spatial Image and Acoustic Speech. IEEE Trans. Multim. 26 (2024)
Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps
Mamba in Speech: Towards an Alternative to Self-Attention. CoRR (2024)
Hanyu Meng, Qiquan Zhang, Xiangyu Zhang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
Binaural Selective Attention Model for Target Speaker Extraction. CoRR (2024)
Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li
An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement. CoRR (2024)
Moran Chen, Qiquan Zhang, Qi Song, Xinyuan Qian, Ruijin Guo, Mingjiang Wang, Deying Chen
Neural-Free Attention for Monaural Speech Enhancement Toward Voice User Interface for Consumer Electronics. IEEE Trans. Consumer Electron. 69 (4) (2023)
Hongxu Zhu, Siqi Cai, Yidi Jiang, Qiquan Zhang, Haizhou Li
EEG-Derived Voice Signature for Attended Speaker Detection. CoRR (2023)
Tingting Wang, Haiyan Guo, Zirui Ge, Qiquan Zhang, Zhen Yang
An MMSE graph spectral magnitude estimator for speech signals residing on an undirected multiple graph. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Qiquan Zhang, Xinyuan Qian, Zhaoheng Ni, Aaron Nicolson, Eliathamby Ambikairajah, Haizhou Li
A Time-Frequency Attention Module for Neural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Qiquan Zhang, Hongxu Zhu, Qi Song, Xinyuan Qian, Zhaoheng Ni, Haizhou Li
Ripple Sparse Self-Attention for Monaural Speech Enhancement. ICASSP (2023)
Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li
PoE: A Panel of Experts for Generalized Automatic Dialogue Assessment. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Hongxu Zhu, Qiquan Zhang, Peng Gao, Xinyuan Qian
Speech-Oriented Sparse Attention Denoising for Voice User Interface Toward Industry 5.0. IEEE Trans. Ind. Informatics 19 (2) (2023)
Qiquan Zhang, Hongxu Zhu, Qi Song, Xinyuan Qian, Zhaoheng Ni, Haizhou Li
Ripple sparse self-attention for monaural speech enhancement. CoRR (2023)
Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li
FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation. EMNLP (2022)
Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li
FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation. CoRR (2022)
Xinyuan Qian, Qiquan Zhang, Guohui Guan, Wei Xue
Deep Audio-Visual Beamforming for Speaker Localization. IEEE Signal Process. Lett. 29 (2022)
Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li
Time-Frequency Attention for Monaural Speech Enhancement. ICASSP (2022)
Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment. CoRR (2022)
Tingting Wang, Haiyan Guo, Qiquan Zhang, Zhen Yang
A new multilayer graph model for speech signals with graph learning. Digit. Signal Process. 122 (2022)
Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li
Time-Frequency Attention for Monaural Speech Enhancement. CoRR (2021)
Qiquan Zhang, Qi Song, Aaron Nicolson, Tian Lan, Haizhou Li
Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement. Interspeech (2021)
Lu Zhang, Mingjiang Wang, Qiquan Zhang, Xinsheng Wang, Ming Liu
PhaseDCN: A Phase-Enhanced Dual-Path Dilated Convolutional Network for Single-Channel Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Yun Lu, Mingjiang Wang, Longxin Yao, Hongcai Shen, Wanqing Wu, Qiquan Zhang, Lu Zhang, Moran Chen, Hao Liu, Rongchao Peng, Ming Liu, Shixiong Chen
Auditory attention decoding from electroencephalography based on long short-term memory networks. Biomed. Signal Process. Control. 70 (2021)
Qiquan Zhang, Aaron Nicolson, Mingjiang Wang, Kuldip K. Paliwal, Chenxu Wang
DeepMMSE: A Deep Learning Approach to MMSE-Based Noise Power Spectral Density Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Yun Lu, Mingjiang Wang, Wanqing Wu, Qiquan Zhang, Yufei Han, Tasleem Kausar, Shixiong Chen, Ming Liu, Bo Wang
Entropy-Based Pattern Learning Based on Singular Spectrum Analysis Components for Assessment of Physiological Signals. Complex. 2020 (2020)
Peng Gao, Qiquan Zhang, Fei Wang, Liyi Xiao, Hamido Fujita, Yan Zhang
Learning reinforced attentional representation for end-to-end visual tracking. Inf. Sci. 517 (2020)
Lu Zhang, Mingjiang Wang, Muhammad Idrees, Qiquan Zhang
Probability decision-driven speech enhancement algorithm based on human acoustic perception. IET Signal Process. 14 (6) (2020)
Peng Gao, Qiquan Zhang, Liyi Xiao, Yan Zhang, Fei Wang
Learning Reinforced Attentional Representation for End-to-End Visual Tracking. CoRR (2019)
Yun Lu, Mingjiang Wang, Wanqing Wu, Qiquan Zhang, Yufei Han, Ming Liu
Identification of Emotional Valences via Memory-Informed Deep Neural Network with Entropy Features. ICMSSP (2019)
Qiquan Zhang, Mingjiang Wang, Yun Lu, Muhammad Idrees, Lu Zhang
Fast Nonstationary Noise Tracking Based on Log-Spectral Power MMSE Estimator and Temporal Recursive Averaging. IEEE Access 7 (2019)
Qiquan Zhang, Mingjiang Wang, Yun Lu, Lu Zhang, Muhammad Idrees
A novel fast nonstationary noise tracking approach based on MMSE spectral power estimator. Digit. Signal Process. 88 (2019)
Yun Lu, Mingjiang Wang, Qiquan Zhang, Yufei Han
Identification of Auditory Object-Specific Attention from Single-Trial Electroencephalogram Signals via Entropy Measures and Machine Learning. Entropy 20 (5) (2018)
Yun Lu, Mingjiang Wang, Rong-Chao Peng, Qiquan Zhang
Accelerating the Computation of Entropy Measures by Exploiting Vectors with Dissimilarity. Entropy 19 (11) (2017)