Xianjun Xia

44 papers A 13C 1Misc 9Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
WhispSynth: Scaling Multilingual Whisper Corpus through Real Data Curation and A Novel Pitch-free Generative Framework.
CoRR
Tianyi Tan, Jiaxin Ye, Yuanming Zhang, Xiaohuai Le, Xianjun Xia, Chuanzeng Huang, Jing Lu
2025 A conf
AF-Vocoder: Artifact-Free Neural Vocoder with Global Artifact Filter.
INTERSPEECH
Zhuangqi Chen, Xianjun Xia, Xiaohuai Le, Siyu Sun, Chuanzeng Huang
2025 A conf
CBA-Whisper: Curriculum Learning-Based AdaLoRA Fine-Tuning on Whisper for Low-Resource Dysarthric Speech Recognition.
INTERSPEECH
Tianyi Tan, Xin'an Chen, Xiaohuai Le, Wenzhi Fan, Xianjun Xia, Chuanzeng Huang, Jing Lu
2025 Misc conf
FAF-Filt: Frequency-aware Fourier Filter for Sound Event Detection.
ICASSP
Siyu Sun, Xiaohuai Le, Zhuangqi Chen, Xianjun Xia, Chuanzeng Huang
2025 A conf
Multistage Universal Speech Enhancement System for URGENT Challenge.
INTERSPEECH
Xiaohuai Le, Zhuangqi Chen, Siyu Sun, Xianjun Xia, Chuanzeng Huang
2025 A conf
U-SAM: An Audio Language Model for Unified Speech, Audio, and Music Understanding.
INTERSPEECH
Ziqian Wang, Xianjun Xia, Xinfa Zhu, Lei Xie
2025 J jnl
U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding.
CoRR
Ziqian Wang, Xianjun Xia, Xinfa Zhu, Lei Xie
2024 J jnl
An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec.
CoRR
Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel
2024 A conf
BS-PLCNet 2: Two-stage Band-split Packet Loss Concealment Network with Intra-model Knowledge Distillation.
INTERSPEECH
Zihan Zhang, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie
2024 J jnl
BS-PLCNet: Band-split Packet Loss Concealment Network with Multi-task Learning Framework and Multi-discriminators.
CoRR
Zihan Zhang, Jiayao Sun, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie
2024 — conf
Bs-Plcnet: Band-Split Packet Loss Concealment Network with Multi-Task Learning Framework and Multi-Discriminators.
ICASSP Workshops
Zihan Zhang, Jiayao Sun, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie
2024 A conf
RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention.
INTERSPEECH
Mingshuai Liu, Zhuangqi Chen, Xiaopeng Yan, Yuanjun Lv, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie
2024 J jnl
RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention.
CoRR
Mingshuai Liu, Zhuangqi Chen, Xiaopeng Yan, Yuanjun Lv, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie
2024 J jnl
RaD-Net: A Repairing and Denoising Network for Speech Signal Improvement.
CoRR
Mingshuai Liu, Zhuangqi Chen, Xiaopeng Yan, Yuanjun Lv, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie
2024 — conf
Rad-Net: A Repairing and Denoising Network for Speech Signal Improvement.
ICASSP Workshops
Mingshuai Liu, Zhuangqi Chen, Xiaopeng Yan, Yuanjun Lv, Xianjun Xia, Chuanzeng Huang, Yijian Xiao, Lei Xie
2023 Misc conf
A Lightweight Fourier Convolutional Attention Encoder for Multi-Channel Speech Enhancement.
ICASSP
Siyu Sun, Jian Jin, Zhe Han, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Roberto Togneri, Haijian Zhang
2023 Misc conf
A Progressive Neural Network for Acoustic Echo Cancellation.
ICASSP
Zhuangqi Chen, Xianjun Xia, Siyu Sun, Ziqian Wang, Cheng Chen, Guoliang Xie, Pingjian Zhang, Yijian Xiao
2023 A conf
A Two-stage Progressive Neural Network for Acoustic Echo Cancellation.
INTERSPEECH
Zhuangqi Chen, Xianjun Xia, Cheng Chen, Xianke Wang, Yanhong Leng, Li Chen, Roberto Togneri, Yijian Xiao, Piao Ding, Shenyi Song, Pingjian Zhang
2023 C conf
An Exploration of Task-Decoupling on Two-Stage Neural Post Filter for Real-Time Personalized Acoustic Echo Cancellation.
ASRU
Zihan Zhang, Jiayao Sun, Xianjun Xia, Ziqian Wang, Xiaopeng Yan, Yijian Xiao, Lei Xie
2023 J jnl
An Exploration of Task-decoupling on Two-stage Neural Post Filter for Real-time Personalized Acoustic Echo Cancellation.
CoRR
Zihan Zhang, Jiayao Sun, Xianjun Xia, Ziqian Wang, Xiaopeng Yan, Yijian Xiao, Lei Xie
2023 A conf
An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec.
INTERSPEECH
Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel
2023 A conf
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model.
INTERSPEECH
Xiaohuai Le, Tong Lei, Li Chen, Yiqing Guo, Chao He, Cheng Chen, Xianjun Xia, Hua Gao, Yijian Xiao, Piao Ding, Shenyi Song, Jing Lu
2023 J jnl
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model.
CoRR
Xiaohuai Le, Tong Lei, Li Chen, Yiqing Guo, Chao He, Cheng Chen, Xianjun Xia, Hua Gao, Yijian Xiao, Piao Ding, Shenyi Song, Jing Lu
2023 Misc conf
Personalized Speech Enhancement Combining Band-Split RNN and Speaker Attentive Module.
ICASSP
Xiaohuai Le, Li Chen, Chao He, Yiqing Guo, Cheng Chen, Xianjun Xia, Jing Lu
2023 J jnl
Personalized speech enhancement combining band-split RNN and speaker attentive module.
CoRR
Xiaohuai Le, Zhongshu Hou, Li Chen, Chao He, Yiqing Guo, Cheng Chen, Xianjun Xia, Jing Lu
2023 Misc conf
The Ajmide Topic Segmentation System for the ICASSP 2023 General Meeting Understanding and Generation Challenge.
ICASSP
Beibei Hu, Qiang Li, Xianjun Xia
2023 Misc conf
Two-Stage Neural Network for ICASSP 2023 Speech Signal Improvement Challenge.
ICASSP
Mingshuai Liu, Shubo Lv, Zihan Zhang, Runduo Han, Xiang Hao, Xianjun Xia, Li Chen, Yijian Xiao, Lei Xie
2023 J jnl
Two-stage Neural Network for ICASSP 2023 Speech Signal Improvement Challenge.
CoRR
Mingshuai Liu, Shubo Lv, Zihan Zhang, Runduo Han, Xiang Hao, Xianjun Xia, Li Chen, Yijian Xiao, Lei Xie
2021 J jnl
A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification.
CoRR
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
2021 Misc conf
A Two-Stage Approach to Device-Robust Acoustic Scene Classification.
ICASSP
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
2020 J jnl
A Two-Stage Approach to Device-Robust Acoustic Scene Classification.
CoRR
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
2020 Misc conf
Audio Sound Determination Using Feature Space Attention Based Convolution Recurrent Neural Network.
ICASSP
Xianjun Xia, Jingjing Pan, Yannan Wang
2020 J jnl
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation.
CoRR
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
2020 J jnl
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information.
IEEE Trans. Multim.
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, David Huang
2020 J jnl
Sound Event Detection Using Multiple Optimized Kernels.
IEEE ACM Trans. Audio Speech Lang. Process.
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng David Huang
2019 J jnl
A Primer on Deep Learning Architectures and Applications in Speech Processing.
Circuits Syst. Signal Process.
Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Yuanjun Zhao, Xianjun Xia
2019 J jnl
A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection.
Circuits Syst. Signal Process.
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng Huang
2019 J jnl
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection.
IEEE Trans. Multim.
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Defeng Huang
2018 Misc conf
Confidence Based Acoustic Event Detection.
ICASSP
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2018 A conf
Local Binary Pattern with Random Forest for Acoustic Scene Classification.
ICME
Shamsiah Abidin, Xianjun Xia, Roberto Togneri, Ferdous Sohel
2018 J jnl
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features.
Pattern Recognit.
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017 A conf
Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection.
INTERSPEECH
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017 A conf
Random forest classification based acoustic event detection.
ICME
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017 A conf
Random forest regression based acoustic event detection with bottleneck features.
ICME
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang