Jun Du

Orcid: 0000-0002-2387-0389

According to our database1, Jun Du authored at least 456 papers between 1988 and 2024.

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Bibliography

2024
Underwater Searching and Multiround Data Collection via AUV Swarms: An Energy-Efficient AoI-Aware MAPPO Approach.
IEEE Internet Things J., April, 2024

Dynamic Packet Routing Based on Acoustic Signal Curve Propagation in the AUV-Assisted IoUT.
IEEE Internet Things J., March, 2024

Distributed Subgradient Method With Random Quantization and Flexible Weights: Convergence Analysis.
IEEE Trans. Cybern., February, 2024

Detecting the Transient Electromagnetic Characteristic Response of Unexploded Ordnance Buried in the Seafloor.
IEEE Trans. Geosci. Remote. Sens., 2024

Multitask frame-level learning for few-shot sound event detection.
CoRR, 2024

A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition.
CoRR, 2024

Envisioning the Future Role of 3D Wireless Networks in Preventing and Managing Disasters and Emergency Situations.
CoRR, 2024

On Inhomogeneous Infinite Products of Stochastic Matrices and Applications.
CoRR, 2024

Bidirectional Trained Tree-Structured Decoder for Handwritten Mathematical Expression Recognition.
CoRR, 2024

2023
Retrieval of Tropospheric NO2 Vertical Column Densities from Ground-Based MAX-DOAS Measurements in Lhasa, a City on the Tibetan Plateau.
Remote. Sens., October, 2023

Effectiveness of information and communication technology(ICT) for addictive behaviors: An umbrella review of systematic reviews and meta-analysis of randomized controlled trials.
Comput. Hum. Behav., October, 2023

Hybrid-supervised bidirectional transfer networks for computer-aided diagnosis.
Comput. Biol. Medicine, October, 2023

Space-and-speaker-aware acoustic modeling with effective data augmentation for recognition of multi-array conversational speech.
Speech Commun., September, 2023

Competition-cooperation mechanism of online supply chain finance based on a stochastic evolutionary game.
Oper. Res., September, 2023

Joint optimization for attention-based generation and recognition of chinese characters using tree position embedding.
Pattern Recognit., August, 2023

DRL-Based V2V Computation Offloading for Blockchain-Enabled Vehicular Networks.
IEEE Trans. Mob. Comput., July, 2023

Using iterative adaptation and dynamic mask for child speech extraction under real-world multilingual conditions.
Speech Commun., July, 2023

A Hybrid Chlorophyll a Estimation Method for Oligotrophic and Mesotrophic Reservoirs Based on Optical Water Classification.
Remote. Sens., April, 2023

Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems.
IEEE J. Sel. Areas Commun., April, 2023

MOSFET modeling of 0.18μm CMOS technology at 4.2K using BP neural network.
Microelectron. J., February, 2023

Cooperation and Integration in 6G Heterogeneous Networks - Resource Allocation and Networking
Wireless Networks, Springer, ISBN: 978-981-19-7647-6, 2023

Multimodal Pre-Training Based on Graph Attention Network for Document Understanding.
IEEE Trans. Multim., 2023

A Tree-Structure Analysis Network on Handwritten Chinese Character Error Correction.
IEEE Trans. Multim., 2023

SDW-SWF: Speech Distortion Weighted Single-Channel Wiener Filter for Noise Reduction.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Energy-Efficient Sparsity-Driven Speech Enhancement in Wireless Acoustic Sensor Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

QDM-SSD: Quality-Aware Dynamic Masking for Separation-Based Speaker Diarization.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

ANSD-MA-MSE: Adaptive Neural Speaker Diarization Using Memory-Aware Multi-Speaker Embedding.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Triaxial compression test of coarse-grained soil in waste dump under different consolidation stresses conditions.
J. Comput. Methods Sci. Eng., 2023

Task Scheduling for Distributed AUV Network Target Hunting and Searching: An Energy-Efficient AoI-Aware DMAPPO Approach.
IEEE Internet Things J., 2023

Refined Division Features Based on Transformer for Semantic Image Segmentation.
Int. J. Intell. Syst., 2023

CDSD: Chinese Dysarthria Speech Database.
CoRR, 2023

Neural Speaker Diarization Using Memory-Aware Multi-Speaker Embedding with Sequence-to-Sequence Architecture.
CoRR, 2023

The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction.
CoRR, 2023

The USTC-NERCSLIP Systems for the CHiME-7 DASR Challenge.
CoRR, 2023

Count, Decode and Fetch: A New Approach to Handwritten Chinese Character Error Correction.
CoRR, 2023

Variance-Preserving-Based Interpolation Diffusion Models for Speech Enhancement.
CoRR, 2023

SEMv2: Table Separation Line Detection Based on Conditional Convolution.
CoRR, 2023

Personalized Web Page Ranking Based Graph Convolutional Network for Community Detection in Attribute Networks.
IEEE Access, 2023

Multi-AUV Task Scheduling for Target Hunting and Exploration: An AoI-Aware DMAPPO Approach.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Hierarchical Audio-Visual Information Fusion with Multi-label Joint Decoding for MER 2023.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Handwritten Chemical Structure Image to Structure-Specific Markup Using Random Conditional Guided Decoder.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Distributed Key Derivation for Multi-Party Management of Blockchain Digital Assets.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Frame-Level Embedding Learning for Few-shot Bioacoustic Event Detection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Improving Audio-Visual Speech Recognition by Lip-Subword Correlation Based Visual Pre-training and Cross-Modal Fusion Encoder.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

An automated method for detecting security chip faults.
Proceedings of the 6th IEEE International Conference on Information Systems and Computer Aided Educatio, 2023

Vision-Language Adaptive Mutual Decoder for OOV-STR.
Proceedings of the Image and Graphics - 12th International Conference, 2023

Group, Contrast and Recognize: A Self-supervised Method for Chinese Character Recognition.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Reinforcement Learning Based Obstacle Avoidance for AUV Swarm in Dynamic Ocean Environment.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Multi-Agent Reinforcement Learning based Secure Searching and Data Collection in AUV Swarms.
Proceedings of the IEEE International Conference on Communications, 2023

Incorporating Visual Information Reconstruction into Progressive Learning for Optimizing audio-visual Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2023

The Multimodal Information Based Speech Processing (Misp) 2022 Challenge: Audio-Visual Diarization And Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023

Loss Function Design for DNN-Based Sound Event Localization and Detection on Low-Resource Realistic Data.
Proceedings of the IEEE International Conference on Acoustics, 2023

Quantum Transfer Learning Using the Large-Scale Unsupervised Pre-Trained Model Wavlm-Large for Synthetic Speech Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Super Dilated Nested Arrays with Ideal Critical Weights and Increased Degrees of Freedom.
Proceedings of the IEEE International Conference on Acoustics, 2023

An Experimental Study on Sound Event Localization and Detection Under Realistic Testing Conditions.
Proceedings of the IEEE International Conference on Acoustics, 2023

Incorporating Lip Features into Audio-Visual Multi-Speaker DOA Estimation by Gated Fusion.
Proceedings of the IEEE International Conference on Acoustics, 2023

Summary on the Multimodal Information Based Speech Processing (MISP) 2022 Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2023

Enhancing Math Word Problem Solving Through Salient Clue Prioritization: A Joint Token-Phrase-Level Feature Integration Approach.
Proceedings of the International Conference on Asian Language Processing, 2023

MATD3-Based Joint User Association and Resource Allocation in UAV Networks.
Proceedings of the IEEE Global Communications Conference, 2023

PPO-Based Energy-Efficient Power Control and Spectrum Allocation in In-Vehicle HetNets.
Proceedings of the IEEE Global Communications Conference, 2023

Energy-Efficient Dynamic Device Scheduling for Over-the-Air Federated Learning in UAV Swarms.
Proceedings of the IEEE Global Communications Conference, 2023

Multi-Task Driven User Association and Resource Allocation in In-vehicle Networks.
Proceedings of the IEEE Global Communications Conference, 2023

Research on the Performance Assessment of CMF Design Curriculum Based on Fuzzy Comprehensive Evaluation: Taking the CMF Design of Passenger Interface of High-Speed Train Dining Car as an Example.
Proceedings of the Design Studies and Intelligence Engineering, 2023

Research on the Design of Red Cultural and Creative Products in Hongyuan County Based on Regional Characteristics.
Proceedings of the Design Studies and Intelligence Engineering, 2023

USTC-iFLYTEK at DocILE: A Multi-modal Approach Using Domain-specific GraphDoc.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Fast 2-out-of-n ECDSA Threshold Signature.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

Semi-Supervised Multi-Channel Speaker Diarization With Cross-Channel Attention.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Enhancing Privacy Preservation with Quantum Computing for Word-Level Audio-Visual Speech Recognition.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

Improving Sound Event Localization and Detection with Class-Dependent Sound Separation for Real-World Scenarios.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

Correlated Multi-Level Speech Enhancement for Robust Real-World ASR Applications Using Mask-Waveform-Feature Optimization.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

HRDoc: Dataset and Baseline Method toward Hierarchical Reconstruction of Document Structures.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Multi-Agent Reinforcement Learning Aided Intelligent UAV Swarm for Target Tracking.
IEEE Trans. Veh. Technol., 2022

Dilated Nested Arrays With More Degrees of Freedom (DOFs) and Less Mutual Coupling - Part I: The Fundamental Geometry.
IEEE Trans. Signal Process., 2022

SDN-Based Resource Allocation in Edge and Cloud Computing Systems: An Evolutionary Stackelberg Differential Game Approach.
IEEE/ACM Trans. Netw., 2022

Auction Design for Edge Computation Offloading in SDN-Based Ultra Dense Networks.
IEEE Trans. Mob. Comput., 2022

Diagnosis of Infantile Hip Dysplasia With B-Mode Ultrasound via Two-Stage Meta-Learning Based Deep Exclusivity Regularized Machine.
IEEE J. Biomed. Health Informatics, 2022

Design and Implementation of a Modular UUV Simulation Platform.
Sensors, 2022

Efficient Asynchronous Federated Learning for AUV Swarm.
Sensors, 2022

Split, Embed and Merge: An accurate table structure recognizer.
Pattern Recognit., 2022

Tree-based data augmentation and mutual learning for offline handwritten mathematical expression recognition.
Pattern Recognit., 2022

A multimodal attention fusion network with a dynamic vocabulary for TextVQA.
Pattern Recognit., 2022

Fast writer adaptation with style extractor network for handwritten text recognition.
Neural Networks, 2022

Stochastic Optimization-Aided Energy-Efficient Information Collection in Internet of Underwater Things Networks.
IEEE Internet Things J., 2022

Dual backstepping variable structure switching control of bounded uncertain nonlinear system.
Int. J. Syst. Sci., 2022

Distributed Artificial Intelligence Enabled Aerial-Ground Networks: Architecture, Technologies and Challenges.
IEEE Access, 2022

An Improved YOLOv3 for Foreign Objects Detection of Transmission Lines.
IEEE Access, 2022

Federated Deep Reinforcement Learning-Based Task Allocation in Vehicular Fog Computing.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

A Study on Joint Modeling and Data Augmentation of Multi-Modalities for Audio-Visual Scene Classification.
Proceedings of the 13th International Symposium on Chinese Spoken Language Processing, 2022

Deep Learning Based Audio-Visual Multi-Speaker DOA Estimation Using Permutation-Free Loss Function.
Proceedings of the 13th International Symposium on Chinese Spoken Language Processing, 2022

Multi-Task Joint Learning for Embedding Aware Audio-Visual Speech Enhancement.
Proceedings of the 13th International Symposium on Chinese Spoken Language Processing, 2022

Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis.
Proceedings of the Interspeech 2022, 2022

External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge.
Proceedings of the Interspeech 2022, 2022

Online Speaker Diarization with Core Samples Selection.
Proceedings of the Interspeech 2022, 2022

Deep Segment Model for Acoustic Scene Classification.
Proceedings of the Interspeech 2022, 2022

End-to-End Audio-Visual Neural Speaker Diarization.
Proceedings of the Interspeech 2022, 2022

Audio-Visual Speech Recognition in MISP2021 Challenge: Dataset Release and Deep Analysis.
Proceedings of the Interspeech 2022, 2022

Scene Text Recognition with Self-supervised Contrastive Predictive Coding.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Multimodal Tree Decoder for Table of Contents Extraction in Document Images.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Definition Discrimination Method of Infrared Image with Four-bar Target under Low-SNR.
Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

Improving Isolated Glyph Classification Task for Palm Leaf Manuscripts.
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

Underwater Differential Game: Finite-Time Target Hunting Task with Communication Delay.
Proceedings of the IEEE International Conference on Communications, 2022

Secure Routing in Underwater Acoustic Sensor Networks based on AFSA-ACOA Fusion Algorithm.
Proceedings of the IEEE International Conference on Communications, 2022

A Study of Designing Compact Audio-Visual Wake Word Spotting System Based on Iterative Fine-Tuning in Neural Network Pruning.
Proceedings of the IEEE International Conference on Acoustics, 2022

The Prototype Co-Prime Array with a Robust Difference Co-Array.
Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Separation-Based Speaker Diarization Via Iterative Model Refinement And Speaker Embedding Based Post-Processing.
Proceedings of the IEEE International Conference on Acoustics, 2022

A Time Domain Progressive Learning Approach with SNR Constriction for Single-Channel Speech Enhancement and Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

The USTC-Ximalaya System for the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription (M2met) Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2022

The First Multimodal Information Based Speech Processing (Misp) Challenge: Data, Tasks, Baselines And Results.
Proceedings of the IEEE International Conference on Acoustics, 2022

Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning.
Proceedings of the IEEE Global Communications Conference, 2022

Online Neural Speaker Diarization with Core Samples.
Proceedings of the Biometric Recognition - 16th Chinese Conference, 2022

Multi-branch Network with Circle Loss Using Voice Conversion and Channel Robust Data Augmentation for Synthetic Speech Detection.
Proceedings of the Biometric Recognition - 16th Chinese Conference, 2022

TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Semi-Centralized Dynamic Key Management Framework for In-Vehicle Networks.
IEEE Trans. Veh. Technol., 2021

SRD: A Tree Structure Based Decoder for Online Handwritten Mathematical Expression Recognition.
IEEE Trans. Multim., 2021

Information Fusion in Attention Networks Using Adaptive and Multi-Level Factorized Bilinear Pooling for Audio-Visual Emotion Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Sensor Selection for Relative Acoustic Transfer Function Steered Linearly-Constrained Beamformers.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

A Cross-Entropy-Guided Measure (CEGM) for Assessing Speech Recognition Performance and Optimizing DNN-Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Initial Assessment of BDS PPP-B2b Service: Precision of Orbit and Clock Corrections, and PPP Performance.
Remote. Sens., 2021

Retrieval of O3, NO2, BrO and OClO Columns from Ground-Based Zenith Scattered Light DOAS Measurements in Summer and Autumn over the Northern Tibetan Plateau.
Remote. Sens., 2021

TextMountain: Accurate scene text detection via instance segmentation.
Pattern Recognit., 2021

Stroke constrained attention network for online handwritten mathematical expression recognition.
Pattern Recognit., 2021

Joint architecture and knowledge distillation in CNN for Chinese text recognition.
Pattern Recognit., 2021

Correlating subword articulation with lip shapes for embedding aware audio-visual speech enhancement.
Neural Networks, 2021

Split, embed and merge: An accurate table structure recognizer.
CoRR, 2021

Separation Guided Speaker Diarization in Realistic Mismatched Conditions.
CoRR, 2021

A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification.
CoRR, 2021

USTC-NELSLIP System Description for DIHARD-III Challenge.
CoRR, 2021

Hemodynamic analysis of hepatic arteries for the early evaluation of hepatic fibrosis in biliary atresia.
Comput. Methods Programs Biomed., 2021

The practice of speech and language processing in China.
Commun. ACM, 2021

Deep Reinforcement Learning-Based V2V Partial Computation Offloading in Vehicular Fog Computing.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Acoustic Modeling for Multi-Array Conversational Speech Recognition in the Chime-6 Challenge.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Speech Emotion Recognition Based on Acoustic Segment Model.
Proceedings of the 12th International Symposium on Chinese Spoken Language Processing, 2021

A Model Ensemble Approach for Sound Event Localization and Detection.
Proceedings of the 12th International Symposium on Chinese Spoken Language Processing, 2021

Audio-Visual Information Fusion Using Cross-Modal Teacher-Student Learning for Voice Activity Detection in Realistic Environments.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

A Maximum Likelihood Approach to SNR-Progressive Learning Using Generalized Gaussian Distribution for LSTM-Based Speech Enhancement.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Scenario-Dependent Speaker Diarization for DIHARD-III Challenge.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

The Third DIHARD Diarization Challenge.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Lightweight Causal Transformer with Local Self-Attention for Real-Time Speech Enhancement.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Automatic Lip-Reading with Hierarchical Pyramidal Convolution and Self-Attention for Image Sequences with No Word Boundaries.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Fall Detection and Protection System Based on Characteristic Areas Algorithm.
Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

Accurate Oriented Instance Segmentation in Aerial Images.
Proceedings of the Image and Graphics - 11th International Conference, 2021

An Open-Source Library of 2D-GMM-HMM Based on Kaldi Toolkit and Its Application to Handwritten Chinese Character Recognition.
Proceedings of the Image and Graphics - 11th International Conference, 2021

AUV Path Following Control using Deep Reinforcement Learning Under the Influence of Ocean Currents.
Proceedings of the ICDSP 2021: 5th International Conference on Digital Signal Processing, 2021

Radical Composition Network for Chinese Character Generation.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

MRD: A Memory Relation Decoder for Online Handwritten Mathematical Expression Recognition.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Research on Fire Control Modeling Problems of UAV Swarms' Air Combat Under the Decoys Influence.
Proceedings of the 2021 International Conference on Control, 2021

Multi-UAV Cooperative Target Tracking Based on Swarm Intelligence.
Proceedings of the ICC 2021, 2021

Heterogeneous Multi-AUV Aided Green Internet of Underwater Things.
Proceedings of the ICC 2021, 2021

TCLA Array: A New Sparse Array Design with Less Mutual Coupling.
Proceedings of the IEEE International Conference on Acoustics, 2021

Speech Enhancement Autoencoder with Hierarchical Latent Structure.
Proceedings of the IEEE International Conference on Acoustics, 2021

A Progressive Learning Approach to Adaptive Noise and Speech Estimation for Speech Enhancement and Noisy Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021

A Two-Stage Approach to Device-Robust Acoustic Scene Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Secure and Cooperative Target Tracking via AUV Swarm: A Reinforcement Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2021

HMM-based Lip Reading with Stingy Residual 3D Convolution.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

A Deep Analysis of Speech Separation Guided Diarization Under Realistic Conditions.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Acceptance and Use of Mobile-Assisted Language Learning for Vocational College Students.
Proceedings of the 6GN for Future Wireless Networks - 4th EAI International Conference, 2021

2020
Machine Learning for 6G Wireless Networks: Carrying Forward Enhanced Bandwidth, Massive Access, and Ultrareliable/Low-Latency Service.
IEEE Veh. Technol. Mag., 2020

Priority-Aware Task Offloading in Vehicular Fog Computing Based on Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., 2020

Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression.
IEEE Trans. Signal Process., 2020

Auction-Based Data Transaction in Mobile Networks: Data Allocation Design and Performance Analysis.
IEEE Trans. Mob. Comput., 2020

Stackelberg Game-Based Computation Offloading in Social and Cognitive Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2020

Adaptive Period Embedding for Representing Oriented Objects in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2020

A Multi-Target SNR-Progressive Learning Approach to Regression Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Online Speaker Adaptation Using Memory-Aware Networks for Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression.
IEEE Signal Process. Lett., 2020

An Effective Method for Detecting Clouds in GaoFen-4 Images of Coastal Zones.
Remote. Sens., 2020

Radical analysis network for learning hierarchies of Chinese characters.
Pattern Recognit., 2020

Writer-aware CNN for parsimonious HMM-based offline handwritten Chinese text recognition.
Pattern Recognit., 2020

Dynamic Computation Offloading With Energy Harvesting Devices: A Hybrid-Decision-Based Deep Reinforcement Learning Approach.
IEEE Internet Things J., 2020

Value-Based Hierarchical Information Collection for AUV-Enabled Internet of Underwater Things.
IEEE Internet Things J., 2020

Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention.
CoRR, 2020

Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation.
CoRR, 2020

Third DIHARD Challenge Evaluation Plan.
CoRR, 2020

Stroke Constrained Attention Network for Online Handwritten Mathematical Expression Recognition.
CoRR, 2020

Attentive batch normalization for lstm-based acoustic modeling of speech recognition.
CoRR, 2020

Numerical simulation of dynamic seeding of mesenchymal stem cells in pore structure.
Comput. Math. Appl., 2020

A Hierarchical Information Acquisition System for AUV Assisted Internet of Underwater Things.
IEEE Access, 2020

An Improved AlexNet for Power Edge Transmission Line Anomaly Detection.
IEEE Access, 2020

Distributed V2V Computation Offloading Based on Dynamic Pricing Using Deep Reinforcement Learning.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020


Hybrid Decision Based Deep Reinforcement Learning For Energy Harvesting Enabled Mobile Edge Computing.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

A Semi-centralized Security Framework for In-Vehicle Networks.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Using Speech Enhancement Preprocessing for Speech Emotion Recognition in Realistic Noisy Conditions.
Proceedings of the Interspeech 2020, 2020

A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement.
Proceedings of the Interspeech 2020, 2020

A Space-and-Speaker-Aware Iterative Mask Estimation Approach to Multi-Channel Speech Recognition in the CHiME-6 Challenge.
Proceedings of the Interspeech 2020, 2020

An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances.
Proceedings of the Interspeech 2020, 2020

An Adaptive X-Vector Model for Text-Independent Speaker Verification.
Proceedings of the Interspeech 2020, 2020

Adaptive Speaker Normalization for CTC-Based Speech Recognition.
Proceedings of the Interspeech 2020, 2020

Unsupervised Regularization-Based Adaptive Training for Speech Recognition.
Proceedings of the Interspeech 2020, 2020

A Transformer-based Radical Analysis Network for Chinese Character Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Stroke Based Posterior Attention for Online Handwritten Mathematical Expression Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Radical Counter Network for Robust Chinese Character Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Tree-Structured Decoder for Image-to-Markup Generation.
Proceedings of the 37th International Conference on Machine Learning, 2020

AUV Path Planning with Kinematic Constraints in Unknown Environment Using Reinforcement Learning.
Proceedings of the ICDSP 2020: 4th International Conference on Digital Signal Processing, 2020

Computation Offloading in Energy Harvesting Systems via Continuous Deep Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Contract Based Information Collection in Underwater Acoustic Sensor Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

VoI Based Information Collection for AUV Assisted Underwater Acoustic Sensor Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Study of Child Speech Extraction Using Joint Speech Enhancement and Separation in Realistic Conditions.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2D-to-2D Mask Estimation for Speech Enhancement Based on Fully Convolutional Neural Network.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Geometry Constrained Progressive Learning for Lstm-Based Speech Enhancement.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Progressive Multi-Target Network Based Speech Enhancement with Snr-Preselection for Robust Speaker Diarization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Maximum Likelihood Approach to Multi-Objective Learning Using Generalized Gaussian Distributions for Dnn-Based Speech Enhancement.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Improved Deep Neural Network for Modeling Speaker Characteristics at Different Temporal Scales.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attention-Based Gated Scaling Adaptive Acoustic Model for CTC-Based Speech Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

High-Resolution Attention Network with Acoustic Segment Model for Acoustic Scene Classification.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

AUV-Aided Hierarchical Information Acquisition System for Underwater Sensor Networks.
Proceedings of the IEEE Global Communications Conference, 2020

Performance Analysis for Tensor-Train Decomposition to Deep Neural Network Based Vector-to-Vector Regression.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

Frequency Gating: Improved Convolutional Neural Networks for Speech Enhancement in the Time-Frequency Domain.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019
Double Auction Mechanism Design for Video Caching in Heterogeneous Ultra-Dense Networks.
IEEE Trans. Wirel. Commun., 2019

Contract Mechanism and Performance Analysis for Data Transaction in Mobile Social Networks.
IEEE Trans. Netw. Sci. Eng., 2019

Track, Attend, and Parse (TAP): An End-to-End Framework for Online Handwritten Mathematical Expression Recognition.
IEEE Trans. Multim., 2019

Peer Prediction-Based Trustworthiness Evaluation and Trustworthy Service Rating in Social Networks.
IEEE Trans. Inf. Forensics Secur., 2019

Speech Enhancement Based on Teacher-Student Deep Learning Using Improved Speech Presence Probability for Noise-Robust Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Mixed-Bandwidth Cross-Channel Speech Recognition via Joint Optimization of DNN-Based Bandwidth Expansion and Acoustic Modeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Using Generalized Gaussian Distributions to Improve Regression Error Modeling for Deep Learning-Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

An iterative mask estimation approach to deep learning based multi-channel speech recognition.
Speech Commun., 2019

Rotated cascade R-CNN: A shape robust detector with coordinate regression.
Pattern Recognit., 2019

A Speaker-Dependent Approach to Separation of Far-Field Multi-Talker Microphone Array Speech for Front-End Processing in the CHiME-5 Challenge.
IEEE J. Sel. Top. Signal Process., 2019

自底向上的显著性目标检测研究综述 (Review of Bottom-up Salient Object Detection).
计算机科学, 2019

Applicability evaluation of different algorithms for daily reference evapotranspiration model in KBE system.
Int. J. Comput. Sci. Eng., 2019

Joint Architecture and Knowledge Distillation in Convolutional Neural Network for Offline Handwritten Chinese Text Recognition.
CoRR, 2019

Challenge of Spatial Cognition for Deep Learning.
CoRR, 2019

Deep Neural Network Embedding Learning with High-Order Statistics for Text-Independent Speaker Verification.
CoRR, 2019

Artificial Intelligence for Information-Centric Networks.
IEEE Commun. Mag., 2019

Operational Design for a Real-Time Flexible Transit System Considering Passenger Demand and Willingness to Pay.
IEEE Access, 2019

Siamese-Hashing Network for Few-Shot Palmprint Recognition.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Double Auction Based Resource Allocation for Secure Video Caching in Heterogeneous Networks.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Second-Price Auction Based Cognitive Traffic Offloading in Heterogeneous Networks.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification.
Proceedings of the Interspeech 2019, 2019

Multi-Task Learning with High-Order Statistics for x-Vector Based Text-Independent Speaker Verification.
Proceedings of the Interspeech 2019, 2019

The Second DIHARD Diarization Challenge: Dataset, Task, and Baselines.
Proceedings of the Interspeech 2019, 2019

Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge.
Proceedings of the Interspeech 2019, 2019

Neural Text Clustering with Document-Level Attention Based on Dynamic Soft Labels.
Proceedings of the Interspeech 2019, 2019

A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models.
Proceedings of the Interspeech 2019, 2019

A Cross-Entropy-Guided (CEG) Measure for Speech Enhancement Front-End Assessing Performances of Back-End Automatic Speech Recognition.
Proceedings of the Interspeech 2019, 2019

KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement.
Proceedings of the Interspeech 2019, 2019

Power Transferring and Analogue Communication Approach for Implantable Devices.
Proceedings of the IEEE INFOCOM 2019, 2019

Deep Fusion: An Attention Guided Factorized Bilinear Pooling for Audio-video Emotion Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2019

Face Attribute Transformation Based On ConStarGAN.
Proceedings of the 6th International Conference on Systems and Informatics, 2019

Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition.
Proceedings of the International Conference on Multimodal Interaction, 2019

Joint Spatial and Radical Analysis Network For Distorted Chinese Character Recognition.
Proceedings of the Second International Workshop on Machine Learning, 2019

Multi-modal Attention Network for Handwritten Mathematical Expression Recognition.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Distributed Hierarchical Information Acquisition Systems Based on AUV Enabled Sensor Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Satellite Image Prediction Relying on GAN and LSTM Neural Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Power-Delay Trade-off for Heterogenous Cloud Enabled Multi-UAV Systems.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

DNN Training Based on Classic Gain Function for Single-channel Speech Enhancement and Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Two-stage Single-channel Speaker-dependent Speech Separation Approach for Chime-5 Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2019

Detection and Classification of Cervical Exfoliated Cells Based on Faster R-CNN.
Proceedings of the 11th IEEE International Conference on Advanced Infocomm Technology, 2019

Green Communication and Computation Offloading in Ultra-Dense Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Stackelberg Differential Game Based Resource Sharing in Hierarchical Fog-Cloud Computing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

A Speech Enhancement Neural Network Architecture with SNR-Progressive Multi-Target Learning for Robust Speech Recognition.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

A LSTM-Based Joint Progressive Learning Framework for Simultaneous Speech Dereverberation and Denoising.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018
Distributed Data Privacy Preservation in IoT Applications.
IEEE Wirel. Commun., 2018

A Speaker-Dependent Approach to Single-Channel Joint Speech Separation and Acoustic Modeling Based on Deep Neural Networks for Robust Recognition of Multi-Talker Speech.
J. Signal Process. Syst., 2018

Auxiliary Features from Laser-Doppler Vibrometer Sensor for Deep Neural Network Based Robust Speech Recognition.
J. Signal Process. Syst., 2018

Community-Structured Evolutionary Game for Privacy Protection in Social Networks.
IEEE Trans. Inf. Forensics Secur., 2018

A Multiobjective Learning and Ensembling Approach to High-Performance Speech Enhancement With Compact Neural Network Architectures.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Secure Satellite-Terrestrial Transmission Over Incumbent Terrestrial Networks via Cooperative Beamforming.
IEEE J. Sel. Areas Commun., 2018

Auction Design and Analysis for SDN-Based Traffic Offloading in Hybrid Satellite-Terrestrial Networks.
IEEE J. Sel. Areas Commun., 2018

Real-time unmanned aerial vehicle tracking of fast moving small target on ground.
J. Electronic Imaging, 2018

A comprehensive study of hybrid neural network hidden Markov model for offline handwritten Chinese text recognition.
Int. J. Document Anal. Recognit., 2018

Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR.
CoRR, 2018

Attention Based Fully Convolutional Network for Speech Emotion Recognition.
CoRR, 2018

Two Is Harder To Recognize Than Tom: the Challenge of Visual Numerosity for Deep Learning.
CoRR, 2018

Exact Controllability for Hilfer Fractional Differential Inclusions Involving Nonlocal Initial Conditions.
Complex., 2018

Networked Data Transaction in Mobile Networks: A Prediction-based Approach Using Auction.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Cognitive Data Allocation for Auction-based Data Transaction in Mobile Networks.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

An Investigation of Transfer Learning Mechanism for Acoustic Scene Classification.
Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018

A Progressive Deep Learning Approach to Child Speech Separation.
Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018

A Maximum Likelihood Approach to Masking-based Speech Enhancement Using Deep Neural Network.
Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018

Speaker Diarization with Enhancing Speech for the First DIHARD Challenge.
Proceedings of the Interspeech 2018, 2018

Error Modeling via Asymmetric Laplace Distribution for Deep Neural Network Based Single-Channel Speech Enhancement.
Proceedings of the Interspeech 2018, 2018

Operating Data-driven Predictive Analytics for Tele-diagnosis of Refrigeration Systems: A Case Study.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

Sliding Line Point Regression for Shape Robust Scene Text Detection.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Trajectory-based Radical Analysis Network for Online Handwritten Chinese Character Recognition.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Radical Analysis Network for Zero-Shot Learning in Printed Chinese Character Recognition.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

DenseRAN for Offline Handwritten Chinese Character Recognition.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Parsimonious HMMs for Offline Handwritten Chinese Text Recognition.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

A Novel LSTM-Based Speech Preprocessor for Speaker Diarization in Realistic Mismatch Conditions.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Enhancement and Analysis of Conversational Speech: JSALT 2017.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Densely Connected Progressive Learning for LSTM-Based Speech Enhancement.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Fast and Robust Detection of Anatomical Landmarks Using Cascaded 3D Convolutional Networks Guided by Linear Square Regression.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

Attention Based Fully Convolutional Network for Speech Emotion Recognition.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

An Analysis of Speaker Diarization Fusion Methods For The First DIHARD Challenge.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Online LSTM-based Iterative Mask Estimation for Multi-Channel Speech Enhancement and ASR.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Online Speaker Adaptation for LVCSR Based on Attention Mechanism.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

A Novel Training Strategy Using Dynamic Data Generation for Deep Neural Network Based Speech Enhancement.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
A Gender Mixture Detection Approach to Unsupervised Single-Channel Speech Separation Based on Deep Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Resource Allocation in Space Multiaccess Systems.
IEEE Trans. Aerosp. Electron. Syst., 2017

A unified DNN approach to speaker-dependent simultaneous speech enhancement and speech separation in low SNR environments.
Speech Commun., 2017

Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition.
Pattern Recognit., 2017

Hierarchical deep neural network for multivariate regression.
Pattern Recognit., 2017

Contract Design for Traffic Offloading and Resource Allocation in Heterogeneous Ultra-Dense Networks.
IEEE J. Sel. Areas Commun., 2017

Writer adaptation via deeply learned features for online Chinese handwriting recognition.
Int. J. Document Anal. Recognit., 2017

An information fusion framework with multi-channel feature concatenation and multi-perspective system combination for the deep-learning-based robust recognition of microphone array speech.
Comput. Speech Lang., 2017

RAN: Radical analysis networks for zero-shot learning of Chinese characters.
CoRR, 2017

On generating mixing noise signals with basis functions for simulating noisy speech and learning dnn-based speech enhancement models.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Gaussian density guided deep neural network for single-channel speech enhancement.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation.
Proceedings of the Interspeech 2017, 2017

On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones.
Proceedings of the Interspeech 2017, 2017

An investigation of high-resolution modeling units of deep neural networks for acoustic scene classification.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A GRU-Based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Joint noise and mask aware training for DNN-based speech enhancement with SUB-band features.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

Multiple-target deep learning for LSTM-RNN based speech enhancement.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

Data Transaction Modeling in Mobile Networks: Contract Mechanism and Performance Analysis.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A numerical study of hepatic artery flow for prediction of congenital biliary atresia.
Proceedings of the 11th Asian Control Conference, 2017

A maximum likelihood approach to deep neural network based speech dereverberation.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

LSTM-based iterative mask estimation and post-processing for multi-channel speech enhancement.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Dual Learning of the Generator and Recognizer for Chinese Characters.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Deep Convolutional Neural Network Based Hidden Markov Model for Offline Handwritten Chinese Text Recognition.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Cooperative earth observation through complex space information networks.
IEEE Wirel. Commun., 2016

Resource Allocation With Video Traffic Prediction in Cloud-Based Space Systems.
IEEE Trans. Multim., 2016

A Regression Approach to Single-Channel Speech Separation Via High-Resolution Deep Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Joint training of DNNs by incorporating an explicit dereverberation structure for distant speech recognition.
EURASIP J. Adv. Signal Process., 2016

Deep neural network for robust speech recognition with auxiliary features from laser-Doppler vibrometer sensor.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016

A speaker-dependent deep learning approach to joint speech separation and acoustic modeling for multi-talker automatic speech recognition.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016

A regression approach to binaural speech segregation via deep neural network.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016

SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement.
Proceedings of the Interspeech 2016, 2016

An experimental study on joint modeling of mixed-bandwidth data via deep neural networks for robust speech recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Deep neural network based hidden Markov model for offline handwritten Chinese text recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Detection of packing filter rods based on visual saliency.
Proceedings of the IEEE International Conference on Information and Automation, 2016

Writer Code Based Adaptation of Deep Neural Network for Offline Handwritten Chinese Text Recognition.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Time cumulative complexity modeling and analysis for space-based networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Traffic prediction based resource configuration in space-based systems.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Privacy protection: A community-structured evolutionary game approach.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Trustable service rating in social networks: A peer prediction method.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Recognition of Social Touch Gestures Using 3D Convolutional Neural Networks.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Unsupervised single-channel speech separation via deep neural network for different gender mixtures.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Boosting DNN-based speech enhancement via explicit transformations.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
A Distributed Gateway Selection Algorithm for UAV Networks.
IEEE Trans. Emerg. Top. Comput., 2015

A Regression Approach to Speech Enhancement Based on Deep Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Ensemble of different improvements in differential evolution for parameter extraction of PEMFC model.
Int. J. Comput. Appl. Technol., 2015

A byzantine attack defender for censoring-enabled cognitive radio networks.
Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement.
Proceedings of the INTERSPEECH 2015, 2015

High-resolution acoustic modeling and compact language modeling of language-universal speech attributes for spoken language identification.
Proceedings of the INTERSPEECH 2015, 2015

A universal VAD based on jointly trained deep neural networks.
Proceedings of the INTERSPEECH 2015, 2015

Decision Mechanisms for Interactive Character Animations in Virtual Environment.
Proceedings of the Advances in Image and Graphics Technologies - 10th Chinese Conference, 2015

Wheeled welding robot design and seam tracking simulation based on optimization models.
Proceedings of the IEEE International Conference on Information and Automation, 2015

An improved optimal model for energy-saving of belt conveyors based on genetic algorithm.
Proceedings of the IEEE International Conference on Information and Automation, 2015

Writer adaptive feature extraction based on convolutional neural networks for online handwritten Chinese character recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Speech Separation based on signal-noise-dependent deep neural networks for robust speech recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Joint training of front-end and back-end deep neural networks for robust speech recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A List Scheduling Algorithm for DAG-Based Parallel Computing Models.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Improving Deep Neural Network Based Speech Enhancement in Low SNR Environments.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Stability Analysis and Resource Allocation for Space-Based Multi-Access Systems.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Wireless link analysis of cardiovascular stent as antenna for biotelemetry.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

A unified speaker-dependent speech separation and enhancement system based on deep neural networks.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

A Multilevel Fault-Tolerance Technique for the DAG Data Driven Model.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

An information fusion approach to recognizing microphone array speech in the CHiME-3 challenge based on a deep learning framework.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Modelling Class Noise with Symmetric and Asymmetric Distributions.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Core Loss Analysis and Calculation of Stator Permanent-Magnet Machine Considering DC-Biased Magnetic Induction.
IEEE Trans. Ind. Electron., 2014

You Are What You Watch and When You Watch: Inferring Household Structures From IPTV Viewing Data.
IEEE Trans. Broadcast., 2014

An Improved VTS Feature Compensation using Mixture Models of Distortion and IVN Training for Noisy Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

An Experimental Study on Speech Enhancement Based on Deep Neural Networks.
IEEE Signal Process. Lett., 2014

An irrelevant variability normalization approach to discriminative training of multi-prototype based classifiers and its applications for online handwritten Chinese character recognition.
Pattern Recognit., 2014

Numerical Investigation of Pileup Process in Metal Microdroplet Deposition Manufacture.
Micromachines, 2014

Shift-splitting preconditioners for saddle point problems.
J. Comput. Appl. Math., 2014

A Secure Cooperative Spectrum Sensing Scheme in Mobile Cognitive Radio Networks.
Int. J. Distributed Sens. Networks, 2014

Counteracting malicious users in cognitive radio networks over imperfect reporting channels.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

Cross-language transfer learning for deep neural network based speech enhancement.
Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

A fusion approach to spoken language identification based on combining multiple phone recognizers and speech attribute detectors.
Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

Speech separation based on improved deep neural networks with dual outputs of speech features for both target and interfering speakers.
Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

Dynamic noise aware training for speech enhancement based on deep neural networks.
Proceedings of the INTERSPEECH 2014, 2014

Robust speech recognition with speech enhanced deep neural networks.
Proceedings of the INTERSPEECH 2014, 2014

Study on MMO in Visual Simulation Application.
Proceedings of the Advances in Image and Graphics Technologies - Chinese Conference, 2014

A Study of Designing Compact Classifiers Using Deep Neural Networks for Online Handwritten Chinese Character Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Writer Adaptation Using Bottleneck Features and Discriminative Linear Regression for Online Handwritten Chinese Character Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Irrelevant Variability Normalization via Hierarchical Deep Neural Networks for Online Handwritten Chinese Character Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Synthesized stereo mapping via deep neural networks for noisy speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

Detection and transmission resource configuration for Space-based Information Network.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Global variance equalization for improving deep neural network based speech enhancement.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
Scour Monitoring System for Subsea Pipeline Based on Active Thermometry: Numerical and Experimental Studies.
Sensors, 2013

A discriminative linear regression approach to adaptation of multi-prototype based classifiers and its applications for Chinese OCR.
Pattern Recognit., 2013

Cross-Subframe Co-Channel Interference Mitigation Scheme for LTE-Advanced Dynamic TDD System.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

EasyHPS: A Multilevel Hybrid Parallel System for Dynamic Programming.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

A Cutter Layout Optimization Method for Full-Face Rock Tunnel Boring Machine.
Proceedings of the Intelligent Robotics and Applications - 6th International Conference, 2013

An Irrelevant Variability Normalization Based Discriminative Training Approach for Online Handwritten Chinese Character Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A VTS-based feature compensation approach to noisy speech recognition using mixture models of distortion.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
A Generic Approach for Systematic Analysis of Sports Videos.
ACM Trans. Intell. Syst. Technol., 2012

Circular Cone: A novel approach for protein ligand shape matching using modified PCA.
Comput. Methods Programs Biomed., 2012

Foundation of Mining Class-Imbalanced Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

A smartphone-based traffic information service platform for pedestrian and bicycle systems.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Synthesized stereo-based stochastic mapping with data selection for robust speech recognition.
Proceedings of the 8th International Symposium on Chinese Spoken Language Processing, 2012

IVN-Based Joint Training Of GMM And HMMs Using An Improved VTS-Based Feature Compensation For Noisy Speech Recognition.
Proceedings of the INTERSPEECH 2012, 2012

Top-level design and all-operation-profile fault reconfiguration strategy for aeroplane hydraulic systems based on airworthiness regulations.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

Prognostic management verification system of aircraft hydraulic power supply system.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

A discriminative linear regression approach to OCR adaptation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Designing compact classifiers for rotation-free recognition of large vocabulary online handwritten Chinese characters.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Parallel Simulation Based on GPU-Acceleration.
Proceedings of the AsiaSim 2012, 2012

2011
When Does Cotraining Work in Real Data?
IEEE Trans. Knowl. Data Eng., 2011

Boosted Mixture Learning of Gaussian Mixture Hidden Markov Models Based on Maximum Likelihood for Speech Recognition.
IEEE Trans. Speech Audio Process., 2011

A Feature Compensation Approach Using High-Order Vector Taylor Series Approximation of an Explicit Distortion Model for Noisy Speech Recognition.
IEEE Trans. Speech Audio Process., 2011

Active Teaching for Inductive Learners.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Asking Generalized Queries with Minimum Cost.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Numerical analysis of impact of imprinting pressure on profile shape and mold deformation in UV-NIL.
Proceedings of the 6th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2011

Snap and Translate Using Windows Phone.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A three-stage permutation approach for frequency-domain blind source separation.
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011

2010
Asking Generalized Queries to Domain Experts to Improve Learning.
IEEE Trans. Knowl. Data Eng., 2010

Modelling of the canopy conductance of potted cherry trees based on an artificial neural network.
Math. Comput. Model., 2010

Design and Performance Analysis of Retractable-claw wheels for Field Robots.
Int. J. Robotics Autom., 2010

Hamiltonian and super-Hamiltonian systems of a hierarchy of soliton equations.
Appl. Math. Comput., 2010

Two-Dimension Adaptive Spectral Efficiency for SC-FDMA Systems.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Asking Generalized Queries to Ambiguous Oracle.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Boosted mixture learning of Gaussian mixture HMMs for speech recognition.
Proceedings of the INTERSPEECH 2010, 2010

An Analysis on the Inter-annual Spatial and Temporal Variation of the Water Table Depth and Salinity in Hetao Irrigation District, Inner Mongolia, China.
Proceedings of the Computer and Computing Technologies in Agriculture IV, 2010

Active Learning with Human-Like Noisy Oracle.
Proceedings of the ICDM 2010, 2010

HMM-based pseudo-clean speech synthesis for splice algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2010

Analysis of college urban forest structure using RS and GIS technology.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Ecological risk evaluation based on GIS and spatial geo-statistics method.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Adapting cost-sensitive learning for reject option.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
When does Co-training Work in Real Data?.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Automatic sports genre categorization and view-type classification over large-scale dataset.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Parameters optimization based on evolutionary algorithm for nonlinear hydraulic servo system.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

A generic approach to classify sports video shots and its application in event detection.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

Active Learning with Generalized Queries.
Proceedings of the ICDM 2009, 2009

Hybrid differential evolution based on fuzzy C-means clustering.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Credit Risk Pricing with Multivariate Stochastic Volatility.
Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Empirical Analysis of GARCH Effect for Mixed Jump of Shanghai Security Index.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

Co-Training on Handwritten Digit Recognition.
Proceedings of the Advances in Artificial Intelligence, 2009

2008
Centralized H<sub>infinity</sub> Fusion Filter Design in Multi-sensor Nonlinear Fusion System.
Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008

Active learning with direct query construction.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

A GIS-Based Evaluation on Sensitivity of Soil Erosion in Yishusi River Watershed.
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008

Evaluation of a Feature Compensation Approach Using High-Order Vector Taylor Series Approximation of an Explicit Distortion Modelon Aurora2, Aurora3, and Aurora4 Tasks.
Proceedings of the 6th International Symposium on Chinese Spoken Language Processing, 2008

A speech enhancement approach using piecewise linear approximation of an explicit model of environmental distortions.
Proceedings of the INTERSPEECH 2008, 2008

Cepstral shape normalization (CSN) for robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

A feature compensation approach using piecewise linear approximation of an explicit distortion model for noisy speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

Research on System Integrative Evaluation Method Based on Survivability.
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

2007
Performance of Discriminative HMM Training in Noise.
Int. J. Comput. Linguistics Chin. Lang. Process., 2007

Story Unit Segmentation with Friendly Acoustic Perception.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

Similarity Search in Time Series Database Based on SOFM Neural Network.
Proceedings of the Third International Conference on Natural Computation, 2007

A Sorting Based Algorithm for Finding a Non-dominated Set in Multi-objective Optimization.
Proceedings of the Third International Conference on Natural Computation, 2007

A New Minimum Divergence Approach to Discriminative Training.
Proceedings of the IEEE International Conference on Acoustics, 2007

A New Scheme to Balance Load among Access Points in Wireless LANs.
Proceedings of the International Conference on High Performance Computing, 2007

Affective Human Factors Design with Ambient Intelligence.
Proceedings of the Constructing Ambient Intelligence, 2007

Cost-Sensitive Decision Trees with Pre-pruning.
Proceedings of the Advances in Artificial Intelligence, 2007

2006
Genetic algorithms based approach to database vertical partition.
J. Intell. Inf. Syst., 2006

Combining advantages of new chromosome representation scheme and multi-objective genetic algorithms for better clustering.
Intell. Data Anal., 2006

Noisy Speech Recognition Performance of Discriminative HMMs.
Proceedings of the Chinese Spoken Language Processing, 5th International Symposium, 2006

Minimum divergence based discriminative training.
Proceedings of the INTERSPEECH 2006, 2006

A JDF-based Framework of Computer Integrated Printing Manufacturing.
Proceedings of the Ninth International Conference on Control, 2006

2005
Robust moving object segmentation on H.264/AVC compressed video using the block-based MRF model.
Real Time Imaging, 2005

Visual Ontology Construction for Digitized Art Image Retrieval.
J. Comput. Sci. Technol., 2005

Alternative Clustering by Utilizing Multi-objective Genetic Algorithm with Linked-List Based Chromosome Encoding.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

2004
Novel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives.
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004

2003
Attraction - A Global Affinity Measure for Database Vertical Partitioning.
Proceedings of the IADIS International Conference WWW/Internet 2003, 2003

1995
The effects of phase noise on trellis coded modulation over Gaussian and fading channels.
IEEE Trans. Commun., 1995

Construction of new MPSK trellis codes for fading channels.
IEEE Trans. Commun., 1995

1993
Trellis Coded 16-QAM for Fading Channels.
Eur. Trans. Telecommun., 1993

1992
Channel Modeling and Simulation in Satellite Mobile Communication Systems.
IEEE J. Sel. Areas Commun., 1992

1988
Separate codes on type-II hybrid ARQ systems.
IEEE Trans. Commun., 1988


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