Text-independent speaker verification based on relation of MFCC components. - Guiwen Ou; Dengfeng Ke (ISCSLP, 2004)

Chinese intonation assessment using SEV features. - Dengfeng Ke; Bo Xu 002 (ICASSP, 2009)

A new approach for automatic tone error detection in strong accented Mandarin based on dominant set. - Taotao Zhu; Dengfeng Ke; Zhenbiao Chen; Bo Xu 002 (INTERSPEECH, 2010)

Automated Chinese Essay Scoring using Vector Space Models. - Xingyuan Peng; Dengfeng Ke; Zhenbiao Chen; Bo Xu 002 (IUCS, 2010)

A preliminary exploration on tone error detection in Mandarin based on clustering. - Taotao Zhu; Dengfeng Ke; Zhenbiao Chen; Bo Xu 002 (IUCS, 2010)

Automated Essay Scoring Based on Finite State Transducer: towards ASR Transcription of Oral English Speech. - Xingyuan Peng; Dengfeng Ke; Bo Xu 002 (ACL (1), 2012)

Power-normalized PLP (PNPLP) feature for robust speech recognition. - Lichun Fan; Dengfeng Ke; Xiaoyin Fu; Shixiang Lu; Bo Xu 002 (ISCSLP, 2012)

Automated Error Detection and Correction of Chinese Characters in Written Essays Based on Weighted Finite-State Transducer. - Shudong Hao; Zongtian Gao; Mingqing Zhang; Yanyan Xu 001; Hengli Peng; Kaile Su; Dengfeng Ke (ICDAR, 2013)

Automated Chinese Essay Scoring from Topic Perspective Using Regularized Latent Semantic Indexing. - Shudong Hao; Yanyan Xu 001; Hengli Peng; Kaile Su; Dengfeng Ke (ICPR, 2014)

Fast Learning of Deep Neural Networks via Singular Value Decomposition. - Chenghao Cai; Dengfeng Ke; Yanyan Xu 001; Kaile Su (PRICAI, 2014)

Automated Essay Scoring Using Incremental Latent Semantic Analysis. - Mingqing Zhang; Shudong Hao; Yanyan Xu 001; Dengfeng Ke; Hengli Peng (J. Softw., 2014)

A Combination of Multi-state Activation Functions, Mean-normalisation and Singular Value Decomposition for learning Deep Neural Networks. - Chenghao Cai; Dengfeng Ke; Yanyan Xu 001; Kaile Su (IJCNN, 2015)

Multi-task learning deep neural networks for speech feature denoising. - Bin Huang; Dengfeng Ke; Hao Zheng 009; Bo Xu 002; Yanyan Xu 001; Kaile Su (INTERSPEECH, 2015)

Deep Neural Networks with Multistate Activation Functions. - Chenghao Cai; Yanyan Xu 001; Dengfeng Ke; Kaile Su (Comput. Intell. Neurosci., 2015)

A Fast Learning Method for Multilayer Perceptrons in Automatic Speech Recognition Systems. - Chenghao Cai; Yanyan Xu 001; Dengfeng Ke; Kaile Su (J. Robotics, 2015)

SCESS: a WFSA-based automated simplified chinese essay scoring system with incremental latent semantic analysis. - Shudong Hao; Yanyan Xu 001; Dengfeng Ke; Kaile Su; Hengli Peng (Nat. Lang. Eng., 2016)

Robust Math Formula Recognition in Degraded Chinese Document Images. - Ning Liu; Dongxiang Zhang; Xing Xu; Long Guo; Lijiang Chen; Wenju Liu; Dengfeng Ke (ICDAR, 2017)

An Iterative Refinement Framework for Image Document Binarization with Bhattacharyya Similarity Measure. - Ning Liu; Dongxiang Zhang; Xing Xu; Wenju Liu; Dengfeng Ke; Long Guo; Shengkun Shi; Hui Liu; Lijiang Chen (ICDAR, 2017)

Symbolic manipulation based on deep neural networks and its application to axiom discovery. - Chenghao Cai; Dengfeng Ke; Yanyan Xu 001; Kaile Su (IJCNN, 2017)

Deep neural network bottleneck features for bird species verification. - Jinming Zhao; Yanyan Xu 001; Dengfeng Ke; Kaile Su (IJCNN, 2017)

Learning of Human-like Algebraic Reasoning Using Deep Feedforward Neural Networks. - Chenghao Cai; Dengfeng Ke; Yanyan Xu 001; Kaile Su (CoRR, 2017)

Contextualized Latent Semantic Indexing: A New Approach to Automated Chinese Essay Scoring. - Yanyan Xu 001; Dengfeng Ke; Kaile Su (J. Intell. Syst., 2017)

Long Short-Term Memory Projection Recurrent Neural Network Architectures for Piano's Continuous Note Recognition. - YuKang Jia; Zhicheng Wu; Yanyan Xu 001; Dengfeng Ke; Kaile Su (J. Robotics, 2017)

Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training. - Bin Liu 041; Shuai Nie 001; Yaping Zhang; Dengfeng Ke; Shan Liang; Wenju Liu (ICASSP, 2018)

Mutual-optimization Towards Generative Adversarial Networks For Robust Speech Recognition. - Ke Ding; Ne Luo; Yanyan Xu 001; Dengfeng Ke; Kaile Su (ICPR, 2018)

Fine-Grained Air Quality Prediction using Attention Based Neural Network. - Tianyu Liu; Yongzhi Ying; Yanyan Xu 001; Dengfeng Ke; Kaile Su (IJCNN, 2018)

Annotations of Chinese Electronic Medical Record using BiLSTM-CRF based Networks. - Haiming Zhou; Wenhai Guo; Dengfeng Ke; Ning Liu; Xiufang Zhao; Changjin Li (SSPS, 2019)

Trainable back-propagated functional transfer matrices. - Chenghao Cai; Yanyan Xu 001; Dengfeng Ke; Kaile Su; Jing Sun 002 (Appl. Intell., 2019)

Complementary Fusion of Multi-Features and Multi-Modalities in Sentiment Analysis. - Feiyang Chen; Ziqian Luo; Yanyan Xu 001; Dengfeng Ke (AffCon@AAAI, 2020)

A Generalized Denoising Method with an Optimized Loss Function for Automated Bird Sound Recognition. - Huangqiang Fang; Yulin He; Wanyang Xu; Yanyan Xu 001; Dengfeng Ke; Kaile Su (ICCCS, 2020)

Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection. - Yongqiang Dou; Haocheng Yang; Maolin Yang; Yanyan Xu 001; Dengfeng Ke (ICPR, 2020)

Formant Tracking Using Dilated Convolutional Networks Through Dense Connection with Gating Mechanism. - Wang Dai; Jinsong Zhang 001; Yingming Gao; Wei Wei; Dengfeng Ke; Binghuai Lin; Yanlu Xie (INTERSPEECH, 2020)

Improving speech enhancement by focusing on smaller values using relative loss. - Hongfeng Li; Yanyan Xu 001; Dengfeng Ke; Kaile Su (IET Signal Process., 2020)

Speech Stimulus Continuum Generation: A Deep Learning Approach. - Zhu Li; Yanlu Xie; Dengfeng Ke (IALP, 2021)

A Study on Fine-Tuning wav2vec2.0 Model for the Task of Mispronunciation Detection and Diagnosis. - Linkai Peng; Kaiqi Fu; Binghuai Lin; Dengfeng Ke; Jinsong Zhang 001 (Interspeech, 2021)

Multi-Scale Model for Mandarin Tone Recognition. - Linkai Peng; Wang Dai; Dengfeng Ke; Jinsong Zhang 001 (ISCSLP, 2021)

WINVC: One-Shot Voice Conversion with Weight Adaptive Instance Normalization. - Shengjie Huang; Mingjie Chen; Yanyan Xu 001; Dengfeng Ke; Thomas Hain (PRICAI (2), 2021)

A Full Text-Dependent End to End Mispronunciation Detection and Diagnosis with Easy Data Augmentation Techniques. - Kaiqi Fu; Jones Lin; Dengfeng Ke; Yanlu Xie; Jinsong Zhang 001; Binghuai Lin (CoRR, 2021)

Speech Enhancement using Separable Polling Attention and Global Layer Normalization followed with PReLU. - Dengfeng Ke; Jinsong Zhang 001; Yanlu Xie; Yanyan Xu 001; Binghuai Lin (CoRR, 2021)

An Empirical Study on End-to-End Singing Voice Synthesis with Encoder-Decoder Architectures. - Dengfeng Ke; Yuxing Lu; Xudong Liu; Yanyan Xu 001; Jing Sun 002; Chenghao Cai (CoRR, 2021)

μ-law SGAN for generating spectra with more details in speech enhancement. - Hongfeng Li; Yanyan Xu 001; Dengfeng Ke; Kaile Su (Neural Networks, 2021)

Voicifier-LN: An Novel Approach to Elevate the Speaker Similarity for General Zero-shot Multi-Speaker TTS. - Dengfeng Ke; Liangjie Huang; Wenhan Yao; Ruixin Hu; Xueyin Zu; Yanlu Xie; Jinsong Zhang 001 (AIPR, 2022)

Solving Size and Performance Dilemma by Reversible and Invertible Recurrent Network for Speech Enhancement: Solving Size and Performance Dilemma by Reversible and Invertible Recurrent Network for Speech Enhancement. - Dengfeng Ke; Yanlu Xie; Jinsong Zhang 001; Liangjie Huang (AIPR, 2022)

CM-CIF: Cross-Modal for Unaligned Modality Fusion with Continuous Integrate-and-Fire. - Zheng Jiang; Yang Xu; Yanyan Xu 001; Dengfeng Ke; Kaile Su (ICCCS, 2022)

Research on Multi-round Dialogue Tasks Based on Sequicity. - Yingrui Pang; Zhenni Gong; Zixuan Zhao; Yanyan Xu 001; Dengfeng Ke; Kaile Su (ICCCS, 2022)

Rhythm-controllable Attention with High Robustness for Long Sentence Speech Synthesis. - Dengfeng Ke; Yayue Deng; Yukang Jia; Jinlong Xue; Qi Luo; Ya Li 001; Jianqing Sun; Jiaen Liang; Binghuai Lin (ISCSLP, 2022)

AdaptiveFormer: A Few-shot Speaker Adaptive Speech Synthesis Model based on FastSpeech2. - Dengfeng Ke; Ruixin Hu; Qi Luo; Liangjie Huang; Wenhan Yao; Wentao Shu; Jinsong Zhang 001; Yanlu Xie (ISCSLP, 2022)

A New Spoken Language Teaching Tech: Combining Multi-attention and AdaIN for One-shot Cross Language Voice Conversion. - Dengfeng Ke; Wenhan Yao; Ruixin Hu; Liangjie Huang; Qi Luo; Wentao Shu (ISCSLP, 2022)

StyleFormerGAN-VC:Improving Effect of few shot Cross-Lingual Voice Conversion Using VAE-StarGAN and Attention-AdaIN. - Dengfeng Ke; Wenhan Yao; Ruixin Hu; Liangjie Huang; Qi Luo; Wentao Shu (SNPD, 2022)

Text-Aware End-to-end Mispronunciation Detection and Diagnosis. - Linkai Peng; Yingming Gao; Binghuai Lin; Dengfeng Ke; Yanlu Xie; Jinsong Zhang 001 (CoRR, 2022)

Masked multi-center angular margin loss for language recognition. - Minghang Ju; Yanyan Xu 001; Dengfeng Ke; Kaile Su (EURASIP J. Audio Speech Music. Process., 2022)

LIMI-VC: A Light Weight Voice Conversion Model with Mutual Information Disentanglement. - Liangjie Huang; Tian Yuan; Yunming Liang; Zeyu Chen; Can Wen; Yanlu Xie; Jinsong Zhang 001; Dengfeng Ke (ICASSP, 2023)

Dual Audio Encoders Based Mandarin Prosodic Boundary Prediction by Using Multi-Granularity Prosodic Representations. - Ruishan Li; Yingming Gao; Yanlu Xie; Dengfeng Ke; Jinsong Zhang 001 (INTERSPEECH, 2023)

Rhythm-controllable Attention with High Robustness for Long Sentence Speech Synthesis. - Dengfeng Ke; Yayue Deng; Yukang Jia; Jinlong Xue; Qi Luo; Ya Li; Jianqing Sun; Jiaen Liang; Binghuai Lin (CoRR, 2023)

A lattice-transformer-graph deep learning model for Chinese named entity recognition. - Min Lin; Yanyan Xu 001; Chenghao Cai; Dengfeng Ke; Kaile Su (J. Intell. Syst., 2023)

Multi-domain Attention Fusion Network For Language Recognition. - Minghang Ju; Yanyan Xu 001; Dengfeng Ke; Kaile Su (SN Comput. Sci., 2023)

Three-stage training and orthogonality regularization for spoken language recognition. - Zimu Li; Yanyan Xu 001; Dengfeng Ke; Kaile Su (EURASIP J. Audio Speech Music. Process., 2023)

Concss: Contrastive-based Context Comprehension for Dialogue-Appropriate Prosody in Conversational Speech Synthesis. - Yayue Deng; Jinlong Xue; Yukang Jia; Qifei Li; Yichen Han; Fengping Wang; Yingming Gao; Dengfeng Ke; Ya Li 001 (ICASSP, 2024)

Arti-Invar: A Pre-trained Model for Enhancing Acoustic-to-Articulatory Inversion Performance. - Yifeng Sun; Yanlu Xie; Jinsong Zhang 001; Dengfeng Ke (ISCSLP, 2024)

PLDE: A lightweight pooling layer for spoken language recognition. - Zimu Li; Yanyan Xu 001; Dengfeng Ke; Kaile Su (Speech Commun., 2024)

DDP-Unet: A mapping neural network for single-channel speech enhancement. - Haoxiang Chen 009; Yanyan Xu 001; Dengfeng Ke; Kaile Su (Comput. Speech Lang., 2025)

TFDense-GAN: a generative adversarial network for single-channel speech enhancement. - Haoxiang Chen 009; Jinxiu Zhang; Yaogang Fu; Xintong Zhou; Ruilong Wang; Yanyan Xu 001; Dengfeng Ke (EURASIP J. Adv. Signal Process., 2025)