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---
title: Papers
emoji: 📚
colorFrom: indigo
colorTo: indigo
sdk: gradio
sdk_version: 4.44.1
app_file: app.py
pinned: false
license: cc-by-nc-4.0
---




```

@misc{li2024ideawrobustneuralaudio,
      title={IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding}, 
      author={Pengcheng Li and Xulong Zhang and Jing Xiao and Jianzong Wang},
      year={2024},
      eprint={2409.19627},
      archivePrefix={arXiv},
      primaryClass={cs.MM},
      url={https://arxiv.org/abs/2409.19627}, 
}

@misc{shi2024enhancing,
      title={Enhancing Emotion Recognition in Conversation through Emotional Cross-Modal Fusion and Inter-class Contrastive Learning}, 
      author={Haoxiang Shi and Xulong Zhang and Ning Cheng and Yong Zhang and Jun Yu and Jing Xiao and Jianzong Wang},
      year={2024},
      eprint={2405.17900},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{wang2024rreh,
      title={RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval}, 
      author={Jianzong Wang and Haoxiang Shi and Kaiyi Luo and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2024},
      eprint={2405.17777},
      archivePrefix={arXiv},
      primaryClass={cs.IR}
}

@misc{shi2024rset,
      title={RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis}, 
      author={Haoxiang Shi and Jianzong Wang and Xulong Zhang and Ning Cheng and Jun Yu and Jing Xiao},
      year={2024},
      eprint={2405.17028},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}

@misc{li2024mainvc,
      title={MAIN-VC: Lightweight Speech Representation Disentanglement for One-shot Voice Conversion}, 
      author={Pengcheng Li and Jianzong Wang and Xulong Zhang and Yong Zhang and Jing Xiao and Ning Cheng},
      year={2024},
      eprint={2405.00930},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}

@misc{deng2024learning,
      title={Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation}, 
      author={Yimin Deng and Jianzong Wang and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2024},
      eprint={2405.00603},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}

@misc{ouyang2024qlsc,
      title={QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering}, 
      author={Sheng Ouyang and Jianzong Wang and Yong Zhang and Zhitao Li and Ziqi Liang and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2024},
      eprint={2404.19316},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{wang2024efficientasr,
      title={EfficientASR: Speech Recognition Network Compression via Attention Redundancy and Chunk-Level FFN Optimization}, 
      author={Jianzong Wang and Ziqi Liang and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2024},
      eprint={2404.19214},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}

@misc{liang2024eadvc,
      title={EAD-VC: Enhancing Speech Auto-Disentanglement for Voice Conversion with IFUB Estimator and Joint Text-Guided Consistent Learning}, 
      author={Ziqi Liang and Jianzong Wang and Xulong Zhang and Yong Zhang and Ning Cheng and Jing Xiao},
      year={2024},
      eprint={2404.19212},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}

@misc{wang2024contuner,
      title={CONTUNER: Singing Voice Beautifying with Pitch and Expressiveness Condition}, 
      author={Jianzong Wang and Pengcheng Li and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2024},
      eprint={2404.19187},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}

@misc{wang2024medical,
      title={Medical Speech Symptoms Classification via Disentangled Representation}, 
      author={Jianzong Wang and Pengcheng Li and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2024},
      eprint={2403.05000},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}

@misc{zhang2024emotalker,
      title={EmoTalker: Emotionally Editable Talking Face Generation via Diffusion Model}, 
      author={Bingyuan Zhang and Xulong Zhang and Ning Cheng and Jun Yu and Jing Xiao and Jianzong Wang},
      year={2024},
      eprint={2401.08049},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
@misc{tang2024edtts,
      title={ED-TTS: Multi-Scale Emotion Modeling using Cross-Domain Emotion Diarization for Emotional Speech Synthesis}, 
      author={Haobin Tang and Xulong Zhang and Ning Cheng and Jing Xiao and Jianzong Wang},
      year={2024},
      eprint={2401.08166},
      archivePrefix={arXiv},
      primaryClass={eess.AS}
}
@misc{deng2024learning,
      title={Learning Disentangled Speech Representations with Contrastive Learning and Time-Invariant Retrieval}, 
      author={Yimin Deng and Huaizhen Tang and Xulong Zhang and Ning Cheng and Jing Xiao and Jianzong Wang},
      year={2024},
      eprint={2401.08096},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{wang2023dqrtts,
      title={DQR-TTS: Semi-supervised Text-to-speech Synthesis with Dynamic Quantized Representation}, 
      author={Jianzong Wang and Pengcheng Li and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2311.07965},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{wang2023cpeb,
      title={CP-EB: Talking Face Generation with Controllable Pose and Eye Blinking Embedding}, 
      author={Jianzong Wang and Yimin Deng and Ziqi Liang and Xulong Zhang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2311.08673},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
@misc{deng2023clnvc,
      title={CLN-VC: Text-Free Voice Conversion Based on Fine-Grained Style Control and Contrastive Learning with Negative Samples Augmentation}, 
      author={Yimin Deng and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2311.08670},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{liu2023stock,
      title={Stock Volatility Prediction Based on Transformer Model Using Mixed-Frequency Data}, 
      author={Wenting Liu and Zhaozhong Gui and Guilin Jiang and Lihua Tang and Lichun Zhou and Wan Leng and Xulong Zhang and Yujiang Liu},
      year={2023},
      eprint={2309.16196},
      archivePrefix={arXiv},
      primaryClass={q-fin.ST}
}
@misc{latif2023sparks,
      title={Sparks of Large Audio Models: A Survey and Outlook}, 
      author={Siddique Latif and Moazzam Shoukat and Fahad Shamshad and Muhammad Usama and Yi Ren and Heriberto Cuayáhuitl and Wenwu Wang and Xulong Zhang and Roberto Togneri and Erik Cambria and Björn W. Schuller},
      year={2023},
      eprint={2308.12792},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhou2023research,
      title={Research on the Impact of Executive Shareholding on New Investment in Enterprises Based on Multivariable Linear Regression Model}, 
      author={Shanyi Zhou and Ning Yan and Zhijun Li and Mo Geng and Xulong Zhang and Hongbiao Si and Lihua Tang and Wenyuan Sun and Longda Zhang and Yi Cao},
      year={2023},
      eprint={2309.10986},
      archivePrefix={arXiv},
      primaryClass={math.NA}
}
@misc{ye2023hierarchybased,
      title={A Hierarchy-based Analysis Approach for Blended Learning: A Case Study with Chinese Students}, 
      author={Yu Ye and Gongjin Zhang and Hongbiao Si and Liang Xu and Shenghua Hu and Yong Li and Xulong Zhang and Kaiyu Hu and Fangzhou Ye},
      year={2023},
      eprint={2309.10218},
      archivePrefix={arXiv},
      primaryClass={cs.CY}
}
@misc{guo2023empirical,
      title={An Empirical Study of Attention Networks for Semantic Segmentation}, 
      author={Hao Guo and Hongbiao Si and Guilin Jiang and Wei Zhang and Zhiyan Liu and Xuanyi Zhu and Xulong Zhang and Yang Liu},
      year={2023},
      eprint={2309.10217},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
@misc{luo2023contrastive,
      title={Contrastive Latent Space Reconstruction Learning for Audio-Text Retrieval}, 
      author={Kaiyi Luo and Xulong Zhang and Jianzong Wang and Huaxiong Li and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2309.08839},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{si2023aosrnet,
      title={AOSR-Net: All-in-One Sandstorm Removal Network}, 
      author={Yazhong Si and Xulong Zhang and Fan Yang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2309.08838},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
@misc{wang2023fastgraphtts,
      title={FastGraphTTS: An Ultrafast Syntax-Aware Speech Synthesis Framework}, 
      author={Jianzong Wang and Xulong Zhang and Aolan Sun and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2309.08837},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{qi2023difftalker,
      title={DiffTalker: Co-driven audio-image diffusion for talking faces via intermediate landmarks}, 
      author={Zipeng Qi and Xulong Zhang and Ning Cheng and Jing Xiao and Jianzong Wang},
      year={2023},
      eprint={2309.07509},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}
@misc{zhang2023machine,
      title={Machine Unlearning Methodology base on Stochastic Teacher Network}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Yifu Sun and Chuanyao Zhang and Jing Xiao},
      year={2023},
      eprint={2308.14322},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}
@misc{zhang2023voice,
      title={Voice Conversion with Denoising Diffusion Probabilistic GAN Models}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2308.14319},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhu2023symbolic,
      title={Symbolic & Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music}, 
      author={Kexin Zhu and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2308.14317},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{Deng_2023,
   title={PMVC: Data Augmentation-Based Prosody Modeling for Expressive Voice Conversion},
   url={http://dx.doi.org/10.1145/3581783.3613800},
   DOI={10.1145/3581783.3613800},
   booktitle={Proceedings of the 31st ACM International Conference on Multimedia},
   publisher={ACM},
   author={Deng, Yimin and Tang, Huaizhen and Zhang, Xulong and Wang, Jianzong and Cheng, Ning and Xiao, Jing},
   year={2023},
   eprint={2308.11084},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
   }
@misc{ru2023improving,
      title={Improving Music Genre Classification from Multi-Modal Properties of Music and Genre Correlations Perspective}, 
      author={Ganghui Ru and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2303.07667},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{tang2023emomix,
      title={EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis}, 
      author={Haobin Tang and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2306.00648},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{wang2023sar,
      title={SAR: Self-Supervised Anti-Distortion Representation for End-To-End Speech Model}, 
      author={Jianzong Wang and Xulong Zhang and Haobin Tang and Aolan Sun and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2304.11547},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2023dynamic,
      title={Dynamic Alignment Mask CTC: Improved Mask-CTC with Aligned Cross Entropy}, 
      author={Xulong Zhang and Haobin Tang and Jianzong Wang and Ning Cheng and Jian Luo and Jing Xiao},
      year={2023},
      eprint={2303.07687},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{tang2023qitts,
      title={QI-TTS: Questioning Intonation Control for Emotional Speech Synthesis}, 
      author={Haobin Tang and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2303.07682},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhu2023improving,
      title={Improving EEG-based Emotion Recognition by Fusing Time-frequency And Spatial Representations}, 
      author={Kexin Zhu and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2023},
      eprint={2303.11421},
      archivePrefix={arXiv},
      primaryClass={eess.SP}
}
@misc{zhang2022linguisticenhanced,
      title={Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Mengyuan Zhao and Zhiyong Zhang and Jing Xiao},
      year={2022},
      eprint={2210.14725},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@misc{zhang2022improving,
      title={Improving Imbalanced Text Classification with Dynamic Curriculum Learning}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2210.14724},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@misc{zhang2022semisupervised,
      title={Semi-Supervised Learning Based on Reference Model for Low-resource TTS}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2210.14723},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022metaspeech,
      title={MetaSpeech: Speech Effects Switch Along with Environment for Metaverse}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2210.13811},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022improving,
      title={Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Kexin Zhu and Jing Xiao},
      year={2022},
      eprint={2210.13805},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022adapitch,
      title={Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2210.13803},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{sun2022preavatar,
      title={Pre-Avatar: An Automatic Presentation Generation Framework Leveraging Talking Avatar}, 
      author={Aolan Sun and Xulong Zhang and Tiandong Ling and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2210.06877},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}
@misc{si2022boosting,
      title={Boosting Star-GANs for Voice Conversion with Contrastive Discriminator}, 
      author={Shijing Si and Jianzong Wang and Xulong Zhang and Xiaoyang Qu and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2209.10088},
      archivePrefix={arXiv},
      primaryClass={eess.AS}
}
@misc{Tang_2021,
   title={TGAVC: Improving Autoencoder Voice Conversion with Text-Guided and Adversarial Training},
   url={http://dx.doi.org/10.1109/ASRU51503.2021.9688088},
   DOI={10.1109/asru51503.2021.9688088},
   booktitle={2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)},
   publisher={IEEE},
   author={Tang, Huaizhen and Zhang, Xulong and Wang, Jianzong and Cheng, Ning and Zeng, Zhen and Xiao, Edward and Xiao, Jing},
   year={2021},
   eprint={2208.04035},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
   
    }

@misc{luo2022tinysepformer,
      title={Tiny-Sepformer: A Tiny Time-Domain Transformer Network for Speech Separation}, 
      author={Jian Luo and Jianzong Wang and Ning Cheng and Edward Xiao and Xulong Zhang and Jing Xiao},
      year={2022},
      eprint={2206.13689},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022susing,
      title={SUSing: SU-net for Singing Voice Synthesis}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2205.11841},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022tdass,
      title={TDASS: Target Domain Adaptation Speech Synthesis Framework for Multi-speaker Low-Resource TTS}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2205.11824},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022metasid,
      title={MetaSID: Singer Identification with Domain Adaptation for Metaverse}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2205.11821},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022singer,
      title={Singer Identification for Metaverse with Timbral and Middle-Level Perceptual Features}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2205.11817},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2022mdcnnsid,
      title={MDCNN-SID: Multi-scale Dilated Convolution Network for Singer Identification}, 
      author={Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2004.04371},
      archivePrefix={arXiv},
      primaryClass={eess.AS}
}
@misc{sun2022investigation,
      title={Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music}, 
      author={Yifu Sun and Xulong Zhang and Yi Yu and Xi Chen and Wei Li},
      year={2022},
      eprint={2004.04040},
      archivePrefix={arXiv},
      primaryClass={eess.AS}
}
@misc{wang2022drvc,
      title={DRVC: A Framework of Any-to-Any Voice Conversion with Self-Supervised Learning}, 
      author={Qiqi Wang and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2202.10976},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhao2022nnspeech,
      title={nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-shot Multi-speaker Text-to-Speech}, 
      author={Botao Zhao and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2202.10712},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{tang2022avqvc,
      title={AVQVC: One-shot Voice Conversion by Vector Quantization with applying contrastive learning}, 
      author={Huaizhen Tang and Xulong Zhang and Jianzong Wang and Ning Cheng and Jing Xiao},
      year={2022},
      eprint={2202.10020},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@misc{zhang2021singer,
      title={Singer Identification Using Deep Timbre Feature Learning with KNN-Net}, 
      author={Xulong Zhang and Jiale Qian and Yi Yu and Yifu Sun and Wei Li},
      year={2021},
      eprint={2102.10236},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
```