Xianjun Xia

According to our database, Xianjun Xia authored at least 28 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention.

Mingshuai Liu, Zhuangqi Chen, Xiaopeng Yan, Yuanjun Lv, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie

CoRR, 2024

Bs-Plcnet: Band-Split Packet Loss Concealment Network with Multi-Task Learning Framework and Multi-Discriminators.

Zihan Zhang, Jiayao Sun, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie

Proceedings of the IEEE International Conference on Acoustics, 2024

Rad-Net: A Repairing and Denoising Network for Speech Signal Improvement.

Mingshuai Liu, Zhuangqi Chen, Xiaopeng Yan, Yuanjun Lv, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Personalized speech enhancement combining band-split RNN and speaker attentive module.

Xiaohuai Le, Zhongshu Hou, Li Chen, Chao He, Yiqing Guo, Cheng Chen, Xianjun Xia, Jing Lu

CoRR, 2023

An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec.

Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model.

Xiaohuai Le, Tong Lei, Li Chen, Yiqing Guo, Chao He, Cheng Chen, Xianjun Xia, Hua Gao, Yijian Xiao, Piao Ding, Shenyi Song, Jing Lu

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Two-stage Progressive Neural Network for Acoustic Echo Cancellation.

Zhuangqi Chen, Xianjun Xia, Cheng Chen, Xianke Wang, Yanhong Leng, Li Chen, Roberto Togneri, Yijian Xiao, Piao Ding, Shenyi Song, Pingjian Zhang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Lightweight Fourier Convolutional Attention Encoder for Multi-Channel Speech Enhancement.

Siyu Sun, Jian Jin, Zhe Han, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Roberto Togneri, Haijian Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

Two-Stage Neural Network for ICASSP 2023 Speech Signal Improvement Challenge.

Mingshuai Liu, Shubo Lv, Zihan Zhang, Runduo Han, Xiang Hao, Xianjun Xia, Li Chen, Yijian Xiao, Lei Xie

Proceedings of the IEEE International Conference on Acoustics, 2023

Personalized Speech Enhancement Combining Band-Split RNN and Speaker Attentive Module.

Xiaohuai Le, Li Chen, Chao He, Yiqing Guo, Cheng Chen, Xianjun Xia, Jing Lu

Proceedings of the IEEE International Conference on Acoustics, 2023

The Ajmide Topic Segmentation System for the ICASSP 2023 General Meeting Understanding and Generation Challenge.

Beibei Hu, Qiang Li, Xianjun Xia

Proceedings of the IEEE International Conference on Acoustics, 2023

A Progressive Neural Network for Acoustic Echo Cancellation.

Zhuangqi Chen, Xianjun Xia, Siyu Sun, Ziqian Wang, Cheng Chen, Guoliang Xie, Pingjian Zhang, Yijian Xiao

Proceedings of the IEEE International Conference on Acoustics, 2023

An Exploration of Task-Decoupling on Two-Stage Neural Post Filter for Real-Time Personalized Acoustic Echo Cancellation.

Zihan Zhang, Jiayao Sun, Xianjun Xia, Ziqian Wang, Xiaopeng Yan, Yijian Xiao, Lei Xie

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2021

A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification.

Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Qing Wang, Yuyang Wang, Xianjun Xia, Yuanjun Zhao, Yuzhong Wu, Yannan Wang, Jun Du, Chin-Hui Lee

CoRR, 2021

A Two-Stage Approach to Device-Robust Acoustic Scene Classification.

Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information.

Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, David Huang

IEEE Trans. Multim., 2020

Sound Event Detection Using Multiple Optimized Kernels.

Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng David Huang

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation.

Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee

CoRR, 2020

Audio Sound Determination Using Feature Space Attention Based Convolution Recurrent Neural Network.

Xianjun Xia, Jingjing Pan, Yannan Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection.

Xianjun Xia, Roberto Togneri, Ferdous Sohel, Defeng Huang

IEEE Trans. Multim., 2019

A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection.

Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng Huang

Circuits Syst. Signal Process., 2019

A Primer on Deep Learning Architectures and Applications in Speech Processing.

Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Yuanjun Zhao, Xianjun Xia

Circuits Syst. Signal Process., 2019

2018

Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features.

Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang

Pattern Recognit., 2018

Local Binary Pattern with Random Forest for Acoustic Scene Classification.

Shamsiah Abidin, Xianjun Xia, Roberto Togneri, Ferdous Sohel

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Confidence Based Acoustic Event Detection.

Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection.

Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Random forest classification based acoustic event detection.

Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Random forest regression based acoustic event detection with bottleneck features.

Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017