.js-id-federated-learning
Federated Learning Medical LLM Speech TTS Voice Conversion Talking Face ASR MIR More
Cocktait:Chunk-AdaptiveMixed-PrecisionOuanization for Long-Context LLM inference
WeiTao, Bin Zhang, Xiaoyang Qu, Jiguang Wan, Jianzong Wang
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ESARM: 3D Emotional Speech-To-Animation via Reward Model From Automatically-Ranked Demonstrations
Xulong Zhang, Xiaoyang Qu, Haoxiang Shi, Chunguang Xiao, Jianzong Wang
Cite arXiv
Incremental Label Distribution Learning With Scalable Graph Convolutional Networks
Ziqi Jia, Xiaoyang Qu, Chenghao Liu, Jianzong Wang
Cite arXiv
IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding
Pengcheng Li, Xulong Zhang, Jing Xiao, Jianzong Wang
Cite Code arXiv ACL DEMO
FormerReckoning: Physics Inspired Transformer for Accurate Inertial Navigation
Jiaqi Li, Chenyu Zhao, Yuzhu Mao, Xinlei Chen, Wenbo Ding, Xiaoyang Qu, Jianzong Wang
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Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion
Jiaqi Li, Xiaoyang Qu, Wenbo Ding, Zihao Zhao, Jianzong Wang
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Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
Ming Li, Yong Zhang, Shwai He, Zhitao Li, Hongyu Zhao, Jianzong Wang, Ning Cheng, Tianyi Zhou
Cite Code arXiv
Enhancing Emotion Prediction and Recognition in Conversation through Fine-Grained Emotional Cue Analysis and Cross-Modal Fusion
Haoxiang Shi, Xulong Zhang, Ning Cheng, Yong Zhang, Jun Yu, Jing Xiao, Jianzong Wang
Cite arXiv Springer
RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval
Jianzong Wang, Haoxiang Shi, Kaiyi Luo, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv Springer
RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis
Haoxiang Shi, Jianzong Wang, Xulong Zhang, Ning Cheng, Jun Yu, Jing Xiao
Cite arXiv Springer
Retrieval-Augmented Audio Deepfake Detection
Zuheng Kang, Yayun He, Botao Zhao, Xiaoyang Qu, Junqing Peng, Jing Xiao, Jianzong Wang
Cite arXiv ACM
Task-Agnostic Decision Transformer for Multi-Type Agent Control with Federated Split Training
Zhiyuan Wang, Bokui Chen, Xiaoyang Qu, Zhenhou Hong, Jing Xiao, Jianzong Wang
Cite arXiv IEEE
EAD-VC: Enhancing Speech Auto-Disentanglement for Voice Conversion with IFUB Estimator and Joint Text-Guided Consistent Learning
Ziqi Liang, Jianzong Wang, Xulong Zhang, Yong Zhang, Ning Cheng, Jing Xiao
Cite arXiv DEMO IEEE
CONTUNER: Singing Voice Beautifying with Pitch and Expressiveness Condition
Jianzong Wang, Pengcheng Li, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv DEMO IEEE
EfficientASR: Speech Recognition Network Compression via Attention Redundancy and Chunk-Level FFN Optimization
Jianzong Wang, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Enhancing Anomalous Sound Detection with Multi-Level Memory Bank
Baoping Deng, Jinggang Chen, Zhenhou Hong, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Changsheng Xie, Jianzong Wang
Cite IEEE
Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation
Yimin Deng, Jianzong Wang, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
MAIN-VC: Lightweight Speech Representation Disentanglement for One-Shot Voice Conversion
Pengcheng Li, Jianzong Wang, Xulong Zhang, Yong Zhang, Jing Xiao, Ning Cheng
Cite arXiv DEMO IEEE
PRENet: A Plane-Fit Redundancy Encoding Point Cloud Sequence Network for Real-Time 3D Action Recognition
Shenglin He, Xiaoyang Qu, Jiguang Wan, Guokuan Li, Changsheng Xie, Jianzong Wang
Cite arXiv IEEE
QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering
Sheng Ouyang, Jianzong Wang, Yong Zhang, Zhitao Li, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Efficient Multi-Model Fusion with Adversarial Complementary Representation Learning
Zuheng Kang, Yayun He, Jianzong Wang, Junqing Peng, Jing Xiao
Cite arXiv IEEE
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
Ming Li, Yong Zhang, Zhitao Li, Jiuhai Chen, Lichang Chen, Ning Cheng, Jianzong Wang, Tianyi Zhou, Jing Xiao
Cite Code arXiv
Medical Speech Symptoms Classification via Disentangled Representation
Jianzong Wang, Pengcheng Li, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge
Liang Wang, Xiaoyang Qu, Jianzong Wang, Guokuan Li, Jiguang Wan, Nan Zhang, Song Guo, Jing Xiao
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EmoTalker: Emotionally Editable Talking Face Generation via Diffusion Model
Bingyuan Zhang, Xulong Zhang, Ning Cheng, Jun Yu, Jing Xiao, Jianzong Wang
Cite arXiv Dataset IEEE
ED-TTS: Multi-Scale Emotion Modeling Using Cross-Domain Emotion Diarization for Emotional Speech Synthesis
Haobin Tang, Xulong Zhang, Ning Cheng, Jing Xiao, Jianzong Wang
Cite arXiv IEEE
Learning Disentangled Speech Representations with Contrastive Learning and Time-Invariant Retrieval
Yimin Deng, Huaizhen Tang, Xulong Zhang, Ning Cheng, Jing Xiao, Jianzong Wang
Cite arXiv IEEE
Leveraging Biases in Large Language Models: bias-kNN for Effective Few-Shot Learning
Yong Zhang, Hanzhang Li, Zhitao Li, Ning Cheng, Ming Li, Jing Xiao, Jianzong Wang
Cite arXiv IEEE
INCPrompt: Task-Aware Incremental Prompting for Rehearsal-Free Class-incremental Learning
Zhiyuan Wang, Xiaoyang Qu, Jing Xiao, Bokui Chen, Jianzong Wang
Cite arXiv IEEE
P2DT: Mitigating Forgetting in Task-Incremental Learning with Progressive Prompt Decision Transformer
Zhiyuan Wang, Xiaoyang Qu, Jing Xiao, Bokui Chen, Jianzong Wang
Cite arXiv IEEE
Research on Audio Model Generation Technology Based on Hierarchical Federated Framework
Jianzong Wang, Xulong Zhang, Guilin Jiang, Ning Cheng, Jing Xiao
Cite CAAI
Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers
Wei Tao, Shenglin He, Kai Lu, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang, Jing Xiao
Cite arXiv IEEE
Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning
Liang Wang, Kai Lu, Nan Zhang, Xiaoyang Qu, Jianzong Wang, Jiguang Wan, Guokuan Li, Jing Xiao
Cite arXiv
FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer
Chenghao Liu, Xiaoyang Qu, Jianzong Wang, Jing Xiao
PDF Cite arXiv IJCAI
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models
Tong Ye, Shijing Si, Jianzong Wang, Ning Cheng, Zhitao Li, Jing Xiao
PDF Cite arXiv AAAI
PMVC: Data Augmentation-Based Prosody Modeling for Expressive Voice Conversion
Yimin Deng, Huaizhen Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
PDF Cite arXiv DEMO ACM
GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection
Jinggang Chen, Junjie Li, Xiaoyang Qu, Jianzong Wang, Jiguang Wan, Jing Xiao
PDF Cite Poster Slides
CLN-VC: Text-Free Voice Conversion Based on Fine-Grained Style Control and Contrastive Learning with Negative Samples Augmentation
Yimin Deng, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
CP-EB: Talking Face Generation with Controllable Pose and Eye Blinking Embedding
Jianzong Wang, Yimin Deng, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
DQR-TTS: Semi-supervised Text-to-speech Synthesis with Dynamic Quantized Representation
Jianzong Wang, Pengcheng Li, Xulong Zhang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter
Haoyan Yang, Zhitao Li, Yong Zhang, Jianzong Wang, Ning Cheng, Ming Li, Jing Xiao
PDF Cite arXiv ACL
VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model
Yayun He, Zuheng Kang, Jianzong Wang, Junqing Peng, Jing Xiao
Cite arXiv IEEE
AOSR-Net: All-in-One Sandstorm Removal Network
Yazhong Si, Xulong Zhang, Fan Yang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Contrastive Latent Space Reconstruction Learning for Audio-Text Retrieval
Kaiyi Luo, Xulong Zhang, Jianzong Wang, Huaxiong Li, Ning Cheng, Jing Xiao
Cite arXiv IEEE
FastGraphTTS: An Ultrafast Syntax-Aware Speech Synthesis Framework
Jianzong Wang, Xulong Zhang, Aolan Sun, Ning Cheng, Jing Xiao
Cite arXiv IEEE DEMO
DiffTalker: Co-driven audio-image diffusion for talking faces via intermediate landmarks
Zipeng Qi, Xulong Zhang, Ning Cheng, Jing Xiao, Jianzong Wang
Cite Code arXiv
Sparks of Large Audio Models: A Survey and Outlook
Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Yi Ren, Heriberto Cuayáhuitl, Wenwu Wang, Xulong Zhang, Roberto Togneri, Björn W. Schuller
Cite Code arXiv
A Hierarchy-based Analysis Approach for Blended Learning: A Case Study with Chinese Students
Yu Ye, Gongjin Zhang, Hongbiao Si, Liang Xu, Shenghua Hu, Yong Li, Xulong Zhang, Kaiyu Hu, Fangzhou Ye
Cite arXiv Springer
An Empirical Study of Attention Networks for Semantic Segmentation
Hao Guo, Hongbiao Si, Guilin Jiang, Wei Zhang, Zhiyan Liu, Xuanyi Zhu, Xulong Zhang, Yang Liu
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Research on the Impact of Executive Shareholding on New Investment in Enterprises Based on Multivariable Linear Regression Model
Shanyi Zhou, Ning Yan, Zhijun Li, Mo Geng, Xulong Zhang, Hongbiao Si, Lihua Tang, Wenyuan Sun, Longda Zhang, Yi Cao
Cite arXiv Springer
Stock Volatility Prediction Based on Transformer Model Using Mixed-Frequency Data
Wenting Liu, Zhaozhong Gui, Guilin Jiang, Lihua Tang, Lichun Zhou, Wan Leng, Xulong Zhang, Yujiang Liu
Cite arXiv Springer
EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices
Liang Wang, Nan Zhang, Xiaoyang Qu, Jianzong Wang, Jiguang Wan, Guokuan Li, Kaiyu Hu, Guilin Jiang, Jing Xiao
Cite arXiv
Symbolic and Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music
Kexin Zhu, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv Springer
Voice Conversion with Denoising Diffusion Probabilistic GAN Models
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv Springer
Machine Unlearning Methodology base on Stochastic Teacher Network
Xulong Zhang, Jianzong Wang, Ning Cheng, Yifu Sun, Chuanyao Zhang, Jing Xiao
Cite arXiv Springer
Prompt Guided Copy Mechanism for Conversational Question Answering
Yong Zhang, Zhitao Li, Jianzong Wang, Yiming Gao, Ning Cheng, Fengying Yu, Jing Xiao
PDF Cite arXiv ISCA
Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism
Jiaxin Fan, Yong Zhang, Hanzhang Li, Jianzong Wang, Zhitao Li, Sheng Ouyang, Ning Cheng, Jing Xiao
PDF Cite arXiv ISCA
EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis
Haobin Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
PDF Cite arXiv ISCA DEMO
SVVAD: Personal Voice Activity Detection for Speaker Verification
Zuheng Kang, Jianzong Wang, Junqing Peng, Jing Xiao
PDF Cite Slides arXiv ISCA
Investigation of Music Emotion Recognition Based on Segmented Semi-Supervised Learning
Yifu Sun, Xulong Zhang, Jianzong Wang, Ning Cheng, Kaiyu Hu, Jing Xiao
PDF Cite ISCA
SAR: Self-Supervised Anti-Distortion Representation for End-To-End Speech Model
Jianzong Wang, Xulong Zhang, Haobin Tang, Aolan Sun, Ning Cheng, Jing Xiao
Cite arXiv IEEE
VQ-CL: Learning Disentangled Speech Representations with Contrastive Learning and Vector Quantization
Huaizhen Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
PDF Cite IEEE
Improving EEG-based Emotion Recognition by Fusing Time-frequency And Spatial Representations
Kexin Zhu, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite Poster arXiv IEEE
Improving Music Genre Classification from Multi-modal Properties of Music and Genre Correlations Perspective
Ganghui Ru, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite Poster arXiv IEEE
Learning Speech Representations with Flexible Hidden Feature Dimensions
Huaizhen Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
PDF Cite IEEE
QI-TTS: Questioning Intonation Control for Emotional Speech Synthesis
Haobin Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Dynamic Alignment Mask CTC: Improved Mask-CTC with Aligned Cross Entropy
Xulong Zhang, Haobin Tang, Jianzong Wang, Ning Cheng, Jian Luo, Jing Xiao
Cite arXiv IEEE
Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification
Zuheng Kang, Yayun He, Jianzong Wang, Junqing Peng, Xiaoyang Qu, Jing Xiao
Cite arXiv IEEE
Melody Generation from Lyrics with Local Interpretability
Wei Duan, Yi Yu, Xulong Zhang, Suhua Tang, Wei Li, Keizo Oyama
Cite ACM
Cross-grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images
Ziqi Yu, Botao Zhao, Yipin Zhang, Shengjie Zhang, Xiang Chen, Haibo Yang, Tingying Peng, Xiao-Yong Zhang
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Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization
Rongfeng Pan, Jianzong Wang, Lingwei Kong, Zhangcheng Huang, Jing Xiao
Cite arXiv IEEE
SVLDL: Improved Speaker Age Estimation Using Selective Variance Label Distribution Learning
Zuheng Kang, Jianzong Wang, Junqing Peng, Jing Xiao
Cite arXiv IEEE
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach
Xulong Zhang, Jianzong Wang, Ning Cheng, Kexin Zhu, Jing Xiao
Cite arXiv IEEE
Improving Imbalanced Text Classification with Dynamic Curriculum Learning
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition
Xulong Zhang, Jianzong Wang, Ning Cheng, Mengyuan Zhao, Zhiyong Zhang, Jing Xiao
Cite arXiv IEEE
MetaSpeech: Speech Effects Switch Along with Environment for Metaverse
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Semi-Supervised Learning Based on Reference Model for Low-resource TTS
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Shallow Diffusion Motion Model for Talking Face Generation from Speech
Xulong Zhang, Jianzong Wang, Ning Cheng, Edward Xiao, Jing Xiao
PDF Cite Springer
Boosting Star-GANs for Voice Conversion with Contrastive Discriminator
Shijing Si, Jianzong Wang, Xulong Zhang, Xiaoyang Qu, Ning Cheng, Jing Xiao
Cite arXiv Springer
Pre-Avatar: An Automatic Presentation Generation Framework Leveraging Talking Avatar
Aolan Sun, Xulong Zhang, Tiandong Ling, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Uncertainty Calibration for Deep Audio Classifiers
Tong Ye, Shijing Si, Jianzong Wang, Ning Cheng, Jing Xiao
PDF Cite ISCA
SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning
Zuheng Kang, Junqing Peng, Jianzong Wang, Jing Xiao
PDF Cite arXiv ISCA
Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation
Jian Luo, Jianzong Wang, Ning Cheng, Edward Xiao, Xulong Zhang, Jing Xiao
PDF Cite arXiv ISCA
Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion
SiCheng Yang, Methawee Tantrawenith, Haolin Zhuang, Zhiyong Wu, Aolan Sun, Jianzong Wang, Ning Cheng, Huaizhen Tang, Xintao Zhao, Jie Wang, Helen Meng
PDF Cite arXiv ISCA DEMO
Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music
Yifu Sun, Xulong Zhang, Xi Chen, Yi Yu, Wei Li
Cite arXiv Springer
Adaptive Activation Network for Low Resource Multilingual Speech Recognition
Jian Luo, Jianzong Wang, Ning Cheng, Zhenpeng Zheng, Jing Xiao
Cite arXiv IEEE
MDCNN-SID: Multi-scale Dilated Convolution Network for Singer Identification
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
MetaSID: Singer Identification with Domain Adaptation for Metaverse
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Singer Identification for Metaverse with Timbral and Middle-Level Perceptual Features
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Speech Augmentation Based Unsupervised Learning for Keyword Spotting
Jian Luo, Jianzong Wang, Ning Cheng, Haobin Tang, Jing Xiao
Cite arXiv IEEE
SUSing: SU-net for Singing Voice Synthesis
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
TDASS: Target Domain Adaptation Speech Synthesis Framework for Multi-speaker Low-Resource TTS
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
AVQVC: One-Shot Voice Conversion By Vector Quantization With Applying Contrastive Learning
Huaizhen Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
DRVC: A Framework of Any-to-Any Voice Conversion with Self-Supervised Learning
Qiqi Wang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite Slides arXiv IEEE
Self-Attention for Incomplete Utterance Rewriting
Yong Zhang, Zhitao Li, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-Shot Multi-speaker text-to-speech
Botao Zhao, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
A Fair Federated Learning Framework With Reinforcement Learning
Yaqi Sun, Shijing Si, Jianzong Wang, Yuhan Dong, Zhitao Zhu, Jing Xiao
Cite arXiv IEEE
A Nearest Neighbor Under-sampling Strategy for Vertical Federated Learning in Financial Domain
Denghao Li, Jianzong Wang, Lingwei Kong, Shijing Si, Zhangcheng Huang, Chenyu Huang, Jing Xiao
Cite ACM
A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy
Yeqing Qiu, Chenyu Huang, Jianzong Wang, Zhangcheng Huang, Jing Xiao
Cite arXiv Springer
Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection
Chendong Zhao, Jianzong Wang, Leilai Li, Xiaoyang Qu, Jing Xiao
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Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition
Chendong Zhao, Jianzong Wang, Wenqi Wei, Xiaoyang Qu, Haoqian Wang, Jing Xiao
Cite arXiv IEEE
Augmentation-induced Consistency Regularization for Classification
Jianhan Wu, Shijing Si, Jianzong Wang, Jing Xiao
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Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation
Denghao Li, Yuqiao Zeng, Jianzong Wang, Lingwei Kong, Zhangcheng Huang, Ning Cheng, Xiaoyang Qu, Jing Xiao
Cite
Cali3F: Calibrated Fast Fair Federated Recommendation System
Zhitao Zhu, Shijing Si, Jianzong Wang, Jing Xiao
Cite arXiv IEEE
Debias the Black-Box: A Fair Ranking Framework via Knowledge Distillation
Zhitao Zhu, Shijing Si, Jianzong Wang, Yaodong Yang, Jing Xiao
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Denoising of 3D MR Images Using a Voxel-Wise Hybrid Residual MLP-CNN Model to Improve Small Lesion Diagnostic Confidence
Haibo Yang, Shengjie Zhang, Xiaoyang Han, Botao Zhao, Yan Ren, Yaru Sheng, Xiao-Yong Zhang
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VU-BERT: A Unified Framework for Visual Dialog
Tong Ye, Shijing Si, Jianzong Wang, Rui Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Efficient Private Set Intersection Based on Functional Encryption
Liyao Xiong, Zoe Lin Jiang, Yi Huang, Jianzong Wang, Jing Xiao, Weizhe Zhang, Xuan Wang
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Federated Non-negative Matrix Factorization for Short Texts Topic Modeling with Mutual Information
Shijing Si, Jianzong Wang, Ruiyi Zhang, Qinliang Su, Jing Xiao
Cite arXiv IEEE
Federated Split BERT for Heterogeneous Text Classification
Zhengyang Li, Shijing Si, Jianzong Wang, Jing Xiao
Cite arXiv IEEE
Improving Human Image Synthesis with Residual Fast Fourier Transformation and Wasserstein Distance
Jianhan Wu, Shijing Si, Jianzong Wang, Jing Xiao
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Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation
Chendong Zhao, Jianzong Wang, Xiaoyang Qu, Haoqian Wang, Jing Xiao
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Leveraging Causal Inference for Explainable Automatic Program Repair
Jianzong Wang, Shijing Si, Zhitao Zhu, Xiaoyang Qu, Zhenhou Hong, Jing Xiao
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zkMLaaS: a Verifiable Scheme for Machine Learning as a Service
Chenyu Huang, Jianzong Wang, Huangxun Chen, Shijing Si, Zhangcheng Huang, Jing Xiao
Cite IEEE
Micro-Expression Recognition Based on Attribute Information Embedding and Cross-modal Contrastive Learning
Yanxin Song, Jianzong Wang, Tianbo Wu, Zhangcheng Huang, Jing Xiao
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Pose Guided Human Image Synthesis with Partially Decoupled GAN
Jianhan Wu, Shijing Si, Jianzong Wang, Xiaoyang Qu, Xiao Jing
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QSpeech: Low-Qubit Quantum Speech Application Toolkit
Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Chendong Zhao, Wei Tao, Jing Xiao
Cite arXiv IEEE
r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled Noise Introducing and Contextual Information Incorporation
Chendong Zhao, Jianzong Wang, Xiaoyang Qu, Haoqian Wang, Jing Xiao
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RL-MD: A Novel Reinforcement Learning Approach for DNA Motif Discovery
Wen Wang, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao
Cite arXiv IEEE
Supervised Contrastive Meta-learning for Few-Shot Classification
Chuanyao Zhang, Jianzong Wang, Zhangcheng Huang, Lingwei Kong, Xiaoyang Qu, Ning Cheng, Jing Xiao
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Towards Speaker Age Estimation With Label Distribution Learning
Shijing Si, Jianzong Wang, Junqing Peng, Jing Xiao
Cite arXiv IEEE
DT-SV: A Transformer-based Time-domain Approach for Speaker Verification
Nan Zhang, Jianzong Wang, Zhenhou Hong, Chendong Zhao, Xiaoyang Qu, Jing Xiao
Cite arXiv IEEE
Machine Unlearning Method Based On Projection Residual
Zihao Cao, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao
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CycleGEAN: Cycle Generative Enhanced Adversarial Network for Voice Conversion
Xulong Zhang, Jianzong Wang, Ning Cheng, Edward Xiao, Jing Xiao
PDF Cite IEEE
Reconstructing Dual Learning for Neural Voice Conversion Using Relatively Few Samples
Aolan Sun, Jianzong Wang, Ning Cheng, Methawee Tantrawenith, Zhiyong Wu, Helen Meng, Edward Xiao, Jing Xiao
Cite IEEE
TGAVC: Improving Autoencoder Voice Conversion with Text-Guided and Adversarial Training
Huaizhen Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Zhen Zeng, Edward Xiao, Jing Xiao
Cite arXiv IEEE
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation
Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao
PDF Cite arXiv ISCA
Speech2Video: Cross-Modal Distillation for Speech to Video Generation
Shijing Si, Jianzong Wang, Xiaoyang Qu, Ning Cheng, Wenqi Wei, Xinghua Zhu, Jing Xiao
PDF Cite arXiv ISCA
Variational Information Bottleneck for Effective Low-Resource Audio Classification
Shijing Si, Jianzong Wang, Huiming Sun, Jianhan Wu, Chuanyao Zhang, Xiaoyang Qu, Ning Cheng, Lei Chen, Jing Xiao
PDF Cite arXiv ISCA
A Language Model Based Pseudo-Sample Deliberation for Semi-supervised Speech Recognition
Cheng Yi, Jianzong Wang, Ning Cheng, Shiyu Zhou, Bo Xu
Cite IEEE
CACnet: Cube Attentional CNN for Automatic Speech Recognition
Nan Zhang, Jianzong Wang, Wenqi Wei, Xiaoyang Qu, Ning Cheng, Jing Xiao
Cite IEEE
Loss Prediction: End-to-End Active Learning Approach For Speech Recognition
Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Transfer Ability of Monolingual Wav2vec2.0 for Low-resource Speech Recognition
Cheng Yi, Jianzong Wang, Ning Cheng, Shiyu Zhou, Bo Xu
Cite IEEE
Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition
Jian Luo, Jianzong Wang, Ning Cheng, Edward Xiao, Jing Xiao, Georg Kucsko, Patrick O’Neill, Jagadeesh Balam, Slyne Deng, Adriana Flores, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Jason Li
Cite IEEE
LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation
Zhen Zeng, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Singer Identification Using Deep Timbre Feature Learning with KNN-NET
Xulong Zhang, Jiale Qian, Yi Yu, Yifu Sun, Wei Li
Cite Code Dataset arXiv IEEE
Unidirectional Memory-Self-Attention Transducer for Online Speech Recognition
Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Vocal Melody Extraction via HRNet-Based Singing Voice Separation and Encoder-Decoder-Based F0 Estimation
Yongwei Gao, Xulong Zhang, Wei Li
Cite Electronics
GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis
Aolan Sun, Jianzong Wang, Ning Cheng, Huayi Peng, Zhen Zeng, Lingwei Kong, Jing Xiao
Cite arXiv IEEE
End-To-End Silent Speech Recognition with Acoustic Sensing
Jian Luo, Jianzong Wang, Ning Cheng, Guilin Jiang, Jing Xiao
Cite arXiv IEEE
MelGlow: Efficient Waveform Generative Network Based On Location-Variable Convolution
Zhen Zeng, Jianzong Wang, Ning Cheng, Jing Xiao
Cite arXiv IEEE
Multi-Quartznet: Multi-Resolution Convolution for Speech Recognition with Multi-Layer Feature Fusion
Jian Luo, Jianzong Wang, Ning Cheng, Guilin Jiang, Jing Xiao
Cite arXiv IEEE
A Quantitative Metric for Privacy Leakage in Federated Learning
Yong Liu, Xinghua Zhu, Jianzong Wang, Jing Xiao
Cite arXiv IEEE
A Novel Capsule Aggregation Framework for Natural Language Inference
Chao Sun, Jianzong Wang, Fengying Yu, Ning Cheng, Jing Xiao
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A Competition of Shape and Texture Bias by Multi-view Image Representation
Lingwei Kong, Jianzong Wang, Zhangcheng Huang, Jing Xiao
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Anomaly Removal for Vehicle Energy Consumption in Federated Learning
Guanyu Lin, Xinghua Zhu, Jianzong Wang, Jing Xiao
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AUCseg: An Automatically Unsupervised Clustering Toolbox for 3D-Segmentation of High-Grade Gliomas in Multi-Parametric MR Images
Botao Zhao, Yan Ren, Ziqi Yu, Jinhua Yu, Tingying Peng, Xiao-Yong Zhang
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Automatic Joint Optimization of Algorithm-Level Compression and Compiler-Based Acceleration with Reinforcement Learning for DNN in Edge Devices
Jie Liu, Jianzong Wang, Xiaoyang Qu, Bo Chen, Zihang Wei, Jing Xiao
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Case Study of Few-Shot Learning in Text Recognition Models
Jianzong Wang, Shijing Si, Zhenhou Hong, Xiaoyang Qu, Xinghua Zhu, Jing Xiao
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Communication-Memory-Efficient Decentralized Learning For Audio Representation
Leilai Li, Jianzong Wang, Xiaoyang Qu, Jing Xiao
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Contrastive Learning for improving End-to-end Speaker Verification
Yanxi Tang, Jianzong Wang, Xiaoyang Qu, Jing Xiao
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Diversified Point Cloud Classification Using Personalized Federated Learning
Anshun Xue, Xinghua Zhu, Jianzong Wang, Jing Xiao
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Effective Phase Encoding for End-To-End Speaker Verification
Junyi Peng, Xiaoyang Qu, Rongzhi Gu, Jianzong Wang, Jing Xiao, Lukás Burget, Jan Cernocký
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Efficient Client Contribution Evaluation for Horizontal Federated Learning
Jie Zhao, Xinghua Zhu, Jianzong Wang, Jing Xiao
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Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation
Xiaoyang Qu, Jianzong Wang, Jing Xiao
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Semantic Extraction for Sentence Representation via Reinforcement Learning
Fengying Yu, Dewei Tao, Jianzong Wang, Yanfei Hui, Ning Cheng, Jing Xiao
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Federated Learning with Dynamic Transformer for Text to Speech
Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Jie Liu, Chendong Zhao, Jing Xiao
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Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU
Pengyu Wang, Jing Wang, Chao Li, Jianzong Wang, Haojin Zhu, Minyi Guo
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ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform
Junyi Peng, Xiaoyang Qu, Jianzong Wang, Rongzhi Gu, Jing Xiao, Lukás Burget, Jan Cernocký
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Joint Intent Detection and Slot Filling Based on Continual Learning Model
Yanfei Hui, Jianzong Wang, Ning Cheng, Fengying Yu, Tianbo Wu, Jing Xiao
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When Hearing the Voice, Who Will Come to Your Mind
Zhenhou Hong, Jianzong Wang, Wenqi Wei, Jie Liu, Xiaoyang Qu, Bo Chen, Zihang Wei, Jing Xiao
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Neural Architecture Search as Self-assessor in Semi-supervised Learning
Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Chendong Zhao, Jie Liu, Jing Xiao
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Quantum Convolutional Neural Network on Protein Distance Prediction
Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Xinghua Zhu, Jie Liu, Jing Xiao
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Self-supervised Learning for Semantic Sentence Matching with Dense Transformer Inference Network
Fengying Yu, Jianzong Wang, Dewei Tao, Ning Cheng, Jing Xiao
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Semantic Embedding Graph Convolutional Networks for Multi-label Video Segment Classification
Zhitao Li, Jianzong Wang, Ning Cheng, Jing Xiao
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Modeling Without Sharing Privacy: Federated Neural Machine Translation
Jianzong Wang, Zhangcheng Huang, Lingwei Kong, Denghao Li, Jing Xiao
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Enhancing Neural Architecture Search by Upgrading Weak Components
Xiaoyang Qu, Jianzong Wang, Jie Liu, Jing Xiao
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A Real-Time Robot-Based Auxiliary System for Risk Evaluation of COVID-19 Infection
Wenqi Wei, Jianzong Wang, Jiteng Ma, Ning Cheng, Jing Xiao
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Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding
Xueli Jia, Jianzong Wang, Zhiyong Zhang, Ning Cheng, Jing Xiao
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MLNET: An Adaptive Multiple Receptive-Field Attention Neural Network for Voice Activity Detection
Zhenpeng Zheng, Jianzong Wang, Ning Cheng, Jian Luo, Jing Xiao
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Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit
Zhen Zeng, Jianzong Wang, Ning Cheng, Jing Xiao
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Research on Singing Voice Detection Based on a Long-Term Recurrent Convolutional Network with Vocal Separation and Temporal Smoothing
Xulong Zhang, Yi Yu, Yongwei Gao, Xi Chen, Wei Li
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Aligntts: Efficient Feed-Forward Text-to-Speech System Without Explicit Alignment
Zhen Zeng, Jianzong Wang, Ning Cheng, Tian Xia, Jing Xiao
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GraphTTS: Graph-to-Sequence Modelling in Neural Text-to-Speech
Aolan Sun, Jianzong Wang, Ning Cheng, Huayi Peng, Zhen Zeng, Jing Xiao
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Chinese Punctuation Prediction with Adaptive Attention and Dependency Tree
Zelong Yan, Jianzong Wang, Ning Cheng, Tianbo Wu, Jing Xiao
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Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices
Xiaoyang Qu, Jianzong Wang, Jing Xiao
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An Approach for Neural Machine Translation with Graph Attention Network
Linjie Chen, Jianzong Wang, Zhangcheng Huang, Jing Xiao
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3D Point Cloud Segmentation for Complex Structure Based on PointSIFT
Zeyuan Li, Jianzong Wang, Xiaoyang Qu, Jing Xiao
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D-GHNAS for Joint Intent Classification and Slot Filling
Yanxi Tang, Jianzong Wang, Xiaoyang Qu, Nan Zhang, Jing Xiao
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ParallelNAS: A Parallel and Distributed System for Neural Architecture Search
Xiaoyang Qu, Jianzong Wang, Jing Xiao
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Epidemic Guard: A COVID-19 Detection System for Elderly People
Wenqi Wei, Jianzong Wang, Ning Cheng, Yuanxu Chen, Bao Zhou, Jing Xiao
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Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification
Xiaoyang Qu, Jianzong Wang, Jing Xiao
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FedSmart: An Auto Updating Federated Learning Optimization Mechanism
Anxun He, Jianzong Wang, Zhangcheng Huang, Jing Xiao
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IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge
Prasanna Porwal, Samiksha Pachade, Manesh Kokare, Girish Deshmukh, Jaemin Son, Woong Bae, Lihong Liu, Jianzong Wang, Xinhui Liu, Liangxin Gao, Tianbo Wu, Jing Xiao, Fengyan Wang, Baocai Yin, Yunzhi Wang, Gopichandh Danala, Linsheng He, Yoon Ho Choi, Fabrice Mériaudeau
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Image Compressed Sensing Using Neural Architecture Search
Nan Zhang, Jianzong Wang, Xiaoyang Qu, Jing Xiao
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Multi-objective Cuckoo Algorithm for Mobile Devices Network Architecture Search
Nan Zhang, Jianzong Wang, Jian Yang, Xiaoyang Qu, Jing Xiao
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Network Coding for Federated Learning Systems
Lingwei Kong, Hengtao Tao, Jianzong Wang, Zhangcheng Huang, Jing Xiao
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Empirical Studies of Institutional Federated Learning For Natural Language Processing
Xinghua Zhu, Jianzong Wang, Zhenhou Hong, Jing Xiao
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A Robust Speaker Clustering Method Based on Discrete Tied Variational Autoencoder
Chen Feng, Jianzong Wang, Tongxu Li, Junqing Peng, Jing Xiao
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Singing Voice Detection Using Multi-Feature Deep Fusion with CNN
Xulong Zhang, Shengchen Li, Zijin Li, Shizhe Chen, Yongwei Gao, Wei Li
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Transfer Learning for Music Classification and Regression Tasks Using Artist Tags
Lei Wang, Hongning Zhu, Xulong Zhang, Shengchen Li, Wei Li
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A Deep Learning-Based Method for Vehicle License Plate Recognition in Natural Scene
Jianzong Wang, Xinhui Liu, Aozhi Liu, Jing Xiao
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Composer4Everyone: Automatic Music Generation with Audio Motif
Aozhi Liu, Jianzong Wang, Junqing Peng, Yiwen Wang, Yaqi Mei, Xiaojing Liang, Zimin Xia, Jing Xiao
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Dynamic Student Classiffication on Memory Networks for Knowledge Tracing
Sein Minn, Michel C. Desmarais, Feida Zhu, Jing Xiao, Jianzong Wang
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Federated Learning of Unsegmented Chinese Text Recognition Model
Xinghua Zhu, Jianzong Wang, Zhenhou Hong, Tian Xia, Jing Xiao
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On Probability Calibration of Recurrent Text Recognition Network
Xinghua Zhu, Jianzong Wang, Zhenhou Hong, Junxiong Guo, Jing Xiao
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Performance of Training Sparse Deep Neural Networks on GPUs
Jianzong Wang, Zhangcheng Huang, Lingwei Kong, Jing Xiao, Pengyu Wang, Lu Zhang, Chao Li
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Who Should Be Invited to My Party: A Size-Constrained k-Core Problem in Social Networks
Yuliang Ma, Ye Yuan, Feida Zhu, Guoren Wang, Jing Xiao, Jianzong Wang
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A Novel Singer Identification Method Using GMM-UBM
Xulong Zhang, Yiliang Jiang, Jin Deng, Juanjuan Li, Mi Tian, Wei Li
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A Practical Singing Voice Detection System Based on GRU-RNN
Zhigao Chen, Xulong Zhang, Jin Deng, Juanjuan Li, Yiliang Jiang, Wei Li
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Music Summary Detection with State Space Embedding and Recurrence Plot
Yongwei Gao, Yichun Shen, Xulong Zhang, Shuai Yu, Wei Li
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Automated Full Quantification of Left Ventricle with Deep Neural Networks
Lihong Liu, Jin Ma, Jianzong Wang, Jing Xiao
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Social Network Monitoring for Bursty Cascade Detection
Wei Xie, Feida Zhu, Jing Xiao, Jianzong Wang
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Video-Based Pig Recognition with Feature-Integrated Transfer Learning
Jianzong Wang, Aozhi Liu, Jing Xiao
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A Noise-Robust Self-Adaptive Multitarget Speaker Detection System
Siqi Zheng, Jianzong Wang, Jing Xiao, Wei-Ning Hsu, James R. Glass
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Assistance of Speech Recognition in Noisy Environment with Sentence Level Lip-Reading
Jianzong Wang, Yiwen Wang, Aozhi Liu, Jing Xiao
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Prioritized Grid Highway Long Short-Term Memory-Based Universal Background Model for Speaker Verification
Jianzong Wang, Hui Guo, Jing Xiao
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User Identity Linkage by Latent User Space Modelling
Xin Mu, Feida Zhu, Ee-Peng Lim, Jing Xiao, Jianzong Wang, Zhi-Hua Zhou
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qSDS: A QoS-Aware I/O Scheduling Framework towards Software Defined Storage
Jianzong Wang, Lianglun Cheng
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OptRS: An Optimized Algorithm Based on CRS Codes in Big Data Storage Systems
Chao Yin, Jianzong Wang, Haitao Lv, Zongmin Cui, Lianglun Cheng, Qin Zhan, Tongfang Li
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DistDL: A Distributed Deep Learning Service Schema with GPU Accelerating
Jianzong Wang, Lianglun Cheng
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Reputation revision method for selecting cloud services based on prior knowledge and a market mechanism
Qingtao Wu, Xulong Zhang, Mingchuan Zhang, Ying Lou, Ruijuan Zheng, Wangyang Wei
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Probability-Symmetric Storage Allocation for Distributed Storage Systems based on Network Coding
Qingtao Wu, Xulong Zhang, Ruijuan Zheng, Mingchuan Zhang
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An Autonomic Intrusion Detection Model with Multi-Attribute Auction Mechanism
Qingtao Wu, Xulong Zhang, Ruijuan Zheng, Mingchuan Zhang
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Robot: An Efficient Model for Big Data Storage Systems Based on Erasure Coding
Chao Yin, Jianzong Wang, Changsheng Xie, Jiguang Wan, Changlin Long, Wenjuan Bi
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A Quantitative Evaluation Model for Choosing Efficient Redundancy Strategies over Clouds
Jianzong Wang, Weijiao Gong, Changsheng Xie
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C-IRR: An Adaptive Engine for Cloud Storage Provisioning Determined by Economic Models with Workload Burstiness Consideration
Jianzong Wang, Rui Hua, Yifeng Zhu, Changsheng Xie, Peng Wang, Weijiao Gong
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Enhancing Shared RAID Performance Through Online Profiling
Jiguang Wan, Jibin Wang, Yan Liu, Qing Yang, Jianzong Wang, Changsheng Xie
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pCloud: An Adaptive I/O Resource Allocation Algorithm with Revenue Consideration over Public Clouds
Jianzong Wang, Yanjun Chen, Daniel Gmach, Changsheng Xie, Jiguang Wan, Rui Hua
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RO-BURST: A Robust Virtualization Cost Model for Workload Consolidation over Clouds
Jianzong Wang, Rui Hua, Yifeng Zhu, Jiguang Wan, Changsheng Xie, Yanjun Chen
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Reducing Storage Overhead with Small Write Bottleneck Avoiding in Cloud RAID System
Jianzong Wang, Weijiao Gong, Peter J. Varman, Changsheng Xie
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Optimizing Storage Performance in Public Cloud Platforms
Jianzong Wang, Peter J. Varman, Changsheng Xie
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TRACER: A Trace Replay Tool to Evaluate Energy-Efficiency of Mass Storage Systems
Zhuo Liu, Fei Wu, Xiao Qin, Changsheng Xie, Jian Zhou, Jianzong Wang
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A Fine-Grained Data Reconstruction Algorithm for Solid-State Disks
Peng Wang, Diqing Hu, Changsheng Xie, Jianzong Wang, Xiao Qin
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Avoiding Performance Fluctuation in Cloud Storage
Jianzong Wang, Peter J. Varman, Changsheng Xie
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Data Mining of Mass Storage Based on Cloud Computing
Jianzong Wang, Jiguang Wan, Zhuo Liu, Peng Wang
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Middleware enabled data sharing on cloud storage services
Jianzong Wang, Peter J. Varman, Changsheng Xie
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