Li-Rong Dai

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 150

Top Venues

INTERSPEECH

ICASSP

CoRR

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Jian Zhu, Zhangmin Huang, Lei Liu, Chang Tang, Li-Rong Dai
Boosted Curriculum Multi-View Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. 31 (2024)
Li-Rong Dai, Luqi Gong, Zhulin An, Yongjun Xu, Boyu Diao
Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training. J. Parallel Distributed Comput. 185 (2024)
Qiushi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Li-Rong Dai, Daxin Jiang, Jinyu Li, Furu Wei
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning. IEEE Trans. Multim. 26 (2024)
Ziqiang Zhang, Sanyuan Chen, Long Zhou, Yu Wu, Shuo Ren, Shujie Liu, Zhuoyuan Yao, Xun Gong, Li-Rong Dai, Jinyu Li, Furu Wei
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Jiajia Wu, Anni Li, Kun Zhao, Zhengyan Yang, Bing Yin, Cong Liu, Li-Rong Dai
A Multimodal Text Block Segmentation Framework for Photo Translation. ICIG (3) (2023)
Kang Li, Yan Song, Ian McLoughlin, Lin Liu, Jin Li, Li-Rong Dai
Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection. INTERSPEECH (2023)
Jie Zhang, Rui Tao, Li-Rong Dai
A Speech Distortion Weighted Single-Channel Wiener Filter Based STFT-Domain Noise Reduction. SSP (2023)
Qiu-Shi Zhu, Jie Zhang, Zi-Qiang Zhang, Li-Rong Dai
A Joint Speech Enhancement and Self-Supervised Representation Learning Framework for Noise-Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Kang Li, Yan Song, Li-Rong Dai, Ian McLoughlin, Xin Fang, Lin Liu
AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer. ICASSP (2023)
Mohan Shi, Yuchun Shu, Lingyun Zuo, Qian Chen, Shiliang Zhang, Jie Zhang, Li-Rong Dai
Semantic VAD: Low-Latency Voice Activity Detection for Speech Interaction. INTERSPEECH (2023)
Jiajia Wu, Kun Zhao, Zhengyan Yang, Bing Yin, Cong Liu, Li-Rong Dai
End-to-End Multilingual Text Recognition Based on Byte Modeling. ICIG (3) (2023)
Jie Zhang, Rui Tao, Jun Du, Li-Rong Dai
SDW-SWF: Speech Distortion Weighted Single-Channel Wiener Filter for Noise Reduction. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Haitao Xu, Liangfa Wei, Jie Zhang, Jianming Yang, Yannan Wang, Tian Gao, Xin Fang, Li-Rong Dai
A Multi-Scale Feature Aggregation Based Lightweight Network for Audio-Visual Speech Enhancement. ICASSP (2023)
Xiao-Min Zeng, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai
Robust Prototype Learning for Anomalous Sound Detection. INTERSPEECH (2023)
Xiao-Min Zeng, Yan Song, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue, Li-Rong Dai, Ian McLoughlin
Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection. ICASSP (2023)
Jinshui Hu, Chenyu Liu, Qiandong Yan, Xuyang Zhu, Jiajia Wu, Jun Du, Li-Rong Dai
Vision-Language Adaptive Mutual Decoder for OOV-STR. ICIG (2) (2023)
Mohan Shi, Zhihao Du, Qian Chen, Fan Yu, Yangze Li, Shiliang Zhang, Jie Zhang, Li-Rong Dai
CASA-ASR: Context-Aware Speaker-Attributed ASR. INTERSPEECH (2023)
Hang-Rui Hu, Yan Song, Jian-Tao Zhang, Li-Rong Dai, Ian McLoughlin, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue
Stargan-vc Based Cross-Domain Data Augmentation for Speaker Verification. ICASSP (2023)
Jie Zhang, Rui Tao, Jun Du, Li-Rong Dai
Energy-Efficient Sparsity-Driven Speech Enhancement in Wireless Acoustic Sensor Networks. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Jingyuan Wang, Jie Zhang, Li-Rong Dai
Real-Time Causal Spectro-Temporal Voice Activity Detection Based on Convolutional Encoding and Residual Decoding. INTERSPEECH (2023)
Qiu-Shi Zhu, Long Zhou, Jie Zhang, Shujie Liu, Yu-Chen Hu, Li-Rong Dai
Robust Data2VEC: Noise-Robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning. ICASSP (2023)
Qiu-Shi Zhu, Jie Zhang, Zi-qiang Zhang, Ming-Hui Wu, Xin Fang, Li-Rong Dai
A Noise-Robust Self-Supervised Pre-Training Model Based Speech Representation Learning for Automatic Speech Recognition. ICASSP (2022)
Jie Zhang, Guanghui Zhang, Li-Rong Dai
Frequency-Invariant Sensor Selection for MVDR Beamforming in Wireless Acoustic Sensor Networks. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Yuxuan Xi, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
Frontend Attributes Disentanglement for Speech Emotion Recognition. ICASSP (2022)
Ao-Ran Gan, Jie Zhang, Ming-Hui Wu, Xin Fang, Li-Rong Dai
An Experimental Comparison between Low-Resource Semi-Supervised and High-Resource Supervised Automatic Speech Recognition Models. ICME (2022)
Qiu-Shi Zhu, Jie Zhang, Zi-qiang Zhang, Li-Rong Dai
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR. CoRR (2022)
Ye-Qian Du, Jie Zhang, Qiu-Shi Zhu, Li-Rong Dai, Ming-Hui Wu, Xin Fang, Zhou-Wang Yang
A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition. CoRR (2022)
Mohan Shi, Jie Zhang, Zhihao Du, Fan Yu, Shiliang Zhang, Li-Rong Dai
A Comparative Study on multichannel Speaker-attributed automatic speech recognition in Multi-party Meetings. CoRR (2022)
Zi-qiang Zhang, Jie Zhang, Jian-Shu Zhang, Ming-Hui Wu, Xin Fang, Li-Rong Dai
Learning Contextually Fused Audio-visual Representations for Audio-visual Speech Recognition. CoRR (2022)
Xing-Yu Chen, Qiu-Shi Zhu, Jie Zhang, Li-Rong Dai
Supervised and Self-Supervised Pretraining Based Covid-19 Detection Using Acoustic Breathing/Cough/Speech Signals. ICASSP (2022)
Xing-Yu Chen, Jie Zhang, Li-Rong Dai
Reference Microphone Selection and Low-Rank Approximation Based Multichannel Wiener Filter with Application to Speech Recognition. ICASSP (2022)
Han Chen, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
Self-Supervised Representation Learning for Unsupervised Anomalous Sound Detection Under Domain Shift. ICASSP (2022)
Xing-Yu Chen, Qiu-Shi Zhu, Jie Zhang, Li-Rong Dai
Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals. CoRR (2022)
Hang-Rui Hu, Yan Song, Ying Liu, Li-Rong Dai, Ian McLoughlin, Lin Liu
Domain Robust Deep Embedding Learning for Speaker Recognition. ICASSP (2022)
Hang-Rui Hu, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification. INTERSPEECH (2022)
Hai-tao Xu, Jie Zhang, Li-Rong Dai
Differential Time-frequency Log-mel Spectrogram Features for Vision Transformer Based Infant Cry Recognition. INTERSPEECH (2022)
Zi-qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Ian McLoughlin, Li-Rong Dai
Cross-Lingual Self-training to Learn Multilingual Representation for Low-Resource Speech Recognition. Circuits Syst. Signal Process. 41 (12) (2022)
Qiu-Shi Zhu, Jie Zhang, Zi-qiang Zhang, Ming-Hui Wu, Xin Fang, Li-Rong Dai
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition. CoRR (2022)
Hang Chen, Jun Du, Yu Hu, Li-Rong Dai, Bao-Cai Yin, Chin-Hui Lee
Automatic Lip-Reading with Hierarchical Pyramidal Convolution and Self-Attention for Image Sequences with No Word Boundaries. Interspeech (2021)
Xiao Zhou, Zhen-Hua Ling, Li-Rong Dai
UnitNet: A Sequence-to-Sequence Acoustic Model for Concatenative Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Qiu-Shi Zhu, Jie Zhang, Ming-Hui Wu, Xin Fang, Li-Rong Dai
An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition. Interspeech (2021)
Xu Zheng, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection. Interspeech (2021)
Xiao Zhou, Zhen-Hua Ling, Li-Rong Dai
UnitNet-Based Hybrid Speech Synthesis. Interspeech (2021)
Ying Liu, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai
An Effective Deep Embedding Learning Method Based on Dense-Residual Networks for Speaker Verification. ICASSP (2021)
Jie Zhang, Huawei Chen, Li-Rong Dai, Richard Christian Hendriks
A Study on Reference Microphone Selection for Multi-Microphone Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zi-qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Li-Rong Dai
XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition. CoRR (2021)
Hang Chen, Jun Du, Yu Hu, Li-Rong Dai, Bao-Cai Yin, Chin-Hui Lee
Correlating subword articulation with lip shapes for embedding aware audio-visual speech enhancement. Neural Networks 143 (2021)
Xu Zheng, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai
An Improved Mean Teacher Based Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection. ICASSP (2021)
Jian Tang, Jie Zhang, Yan Song, Ian McLoughlin, Li-Rong Dai
Multi-Granularity Sequence Alignment Mapping for Encoder-Decoder Based End-to-End ASR. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Hui Wang, Lin Liu, Yan Song, Lei Fang, Ian McLoughlin, Li-Rong Dai
A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification. Interspeech (2021)
Jie Zhang, Jun Du, Li-Rong Dai
Sensor Selection for Relative Acoustic Transfer Function Steered Linearly-Constrained Beamformers. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Xiao Zhou, Zhen-Hua Ling, Li-Rong Dai
Learning and Modeling Unit Embeddings Using Deep Neural Networks for Unit-Selection-Based Mandarin Speech Synthesis. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19 (3) (2020)
Hang Chen, Jun Du, Yu Hu, Li-Rong Dai, Bao-Cai Yin, Chin-Hui Lee
Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement. CoRR (2020)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai
Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning. CoRR (2020)
Jing-Xuan Zhang, Li-Juan Liu, Yan-Nian Chen, Ya-Jun Hu, Yuan Jiang, Zhen-Hua Ling, Li-Rong Dai
Voice Conversion by Cascading Automatic Speech Recognition and Text-to-Speech Synthesis with Prosody Transfer. CoRR (2020)
Jie Yan, Yan Song, Li-Rong Dai, Ian McLoughlin
Task-Aware Mean Teacher Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection. ICASSP (2020)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai
Non-Parallel Sequence-to-Sequence Voice Conversion With Disentangled Linguistic and Speaker Representations. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Zi-qiang Zhang, Yan Song, Jian-Shu Zhang, Ian McLoughlin, Li-Rong Dai
Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution. INTERSPEECH (2020)
Junfeng Hou, Wu Guo, Yan Song, Li-Rong Dai
Segment boundary detection directed attention for online end-to-end speech recognition. EURASIP J. Audio Speech Music. Process. 2020 (1) (2020)
Hang Chen, Jun Du, Yu Hu, Li-Rong Dai, Chin-Hui Lee, Bao-Cai Yin
Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention. CoRR (2020)
Hui Wang, Yan Song, Zengxi Li, Ian McLoughlin, Li-Rong Dai
An Online Speaker-aware Speech Separation Approach Based on Time-domain Representation. ICASSP (2020)
Ying Liu, Yan Song, Yiheng Jiang, Ian McLoughlin, Lin Liu, Li-Rong Dai
An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions. INTERSPEECH (2020)
Xu Zheng, Yan Song, Jie Yan, Li-Rong Dai, Ian McLoughlin, Lin Liu
An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection. INTERSPEECH (2020)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai
Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning. INTERSPEECH (2020)
Xiao Zhou, Zhen-Hua Ling, Li-Rong Dai
Extracting Unit Embeddings Using Sequence-To-Sequence Acoustic Models for Unit Selection Speech Synthesis. ICASSP (2020)
Jian Tang, Junfeng Hou, Yan Song, Li-Rong Dai, Ian McLoughlin
Effective Exploitation of Posterior Information for Attention-Based Speech Recognition. IEEE Access 8 (2020)
Peng-Fei Wu, Zhen-Hua Ling, Li-Juan Liu, Yuan Jiang, Hong-Chuan Wu, Li-Rong Dai
End-to-End Emotional Speech Synthesis Using Style Tokens and Semi-Supervised Training. CoRR (2019)
Yuan-Hao Yi, Yang Ai, Zhen-Hua Ling, Li-Rong Dai
Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling. CoRR (2019)
Zhifu Gao, Yan Song, Ian McLoughlin, Pengcheng Li, Yiheng Jiang, Li-Rong Dai
Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System. INTERSPEECH (2019)
Jing-Xuan Zhang, Zhen-Hua Ling, Yuan Jiang, Li-Juan Liu, Chen Liang, Li-Rong Dai
Improving Sequence-to-sequence Voice Conversion by Adding Text-supervision. ICASSP (2019)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai
Non-Parallel Sequence-to-Sequence Voice Conversion with Disentangled Linguistic and Speaker Representations. CoRR (2019)
Lanhua You, Wu Guo, Li-Rong Dai, Jun Du
Multi-Task Learning with High-Order Statistics for x-Vector Based Text-Independent Speaker Verification. INTERSPEECH (2019)
Yuan-Hao Yi, Yang Ai, Zhen-Hua Ling, Li-Rong Dai
Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling. INTERSPEECH (2019)
Zengxi Li, Yan Song, Li-Rong Dai, Ian McLoughlin
Listening and Grouping: An Online Autoregressive Approach for Monaural Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 27 (4) (2019)
Lanhua You, Wu Guo, Li-Rong Dai, Jun Du
Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification. INTERSPEECH (2019)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Juan Liu, Yuan Jiang, Li-Rong Dai
Sequence-to-Sequence Acoustic Modeling for Voice Conversion. IEEE ACM Trans. Audio Speech Lang. Process. 27 (3) (2019)
Zhi Chen, Wu Guo, Li-Rong Dai, Zhen-Hua Ling, Jun Du
Neural Text Clustering with Document-Level Attention Based on Dynamic Soft Labels. INTERSPEECH (2019)
Yiheng Jiang, Yan Song, Ian McLoughlin, Zhifu Gao, Li-Rong Dai
An Effective Deep Embedding Learning Architecture for Speaker Verification. INTERSPEECH (2019)
Jie Yan, Yan Song, Wu Guo, Li-Rong Dai, Ian McLoughlin, Liang Chen
A Region Based Attention Method for Weakly Supervised Sound Event Detection and Classification. ICASSP (2019)
Jia-Xiang Chen, Zhen-Hua Ling, Li-Rong Dai
A Chinese Dataset for Identifying Speakers in Novels. INTERSPEECH (2019)
Li-Juan Liu, Zhen-Hua Ling, Yuan Jiang, Ming Zhou, Li-Rong Dai
WaveNet Vocoder with Limited Training Data for Voice Conversion. INTERSPEECH (2018)
Jing-Xuan Zhang, Zhen-Hua Ling, Yuan Jiang, Li-Juan Liu, Chen Liang, Li-Rong Dai
Improving Sequence-to-Sequence Acoustic Modeling by Adding Text-Supervision. CoRR (2018)
Zhen-Hua Ling, Yang Ai, Yu Gu, Li-Rong Dai
Waveform Modeling and Generation Using Hierarchical Recurrent Neural Networks for Speech Bandwidth Extension. CoRR (2018)
Zheng-Chen Liu, Zhen-Hua Ling, Li-Rong Dai
Articulatory-to-acoustic conversion using BLSTM-RNNs with augmented input representation. Speech Commun. 99 (2018)
Qing Wang, Jun Du, Li Chai, Li-Rong Dai, Chin-Hui Lee
A Maximum Likelihood Approach to Masking-based Speech Enhancement Using Deep Neural Network. ISCSLP (2018)
Ma Jin, Yan Song, Ian McLoughlin, Li-Rong Dai
LID-Senones and Their Statistics for Language Identification. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai
Forward Attention in Sequence- To-Sequence Acoustic Modeling for Speech Synthesis. ICASSP (2018)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Juan Liu, Yuan Jiang, Li-Rong Dai
Sequence-to-Sequence Acoustic Modeling for Voice Conversion. CoRR (2018)
Junhua Liu, Zhen-Hua Ling, Si Wei, Guoping Hu, Li-Rong Dai
Improving the Decoding Efficiency of Deep Neural Network Acoustic Models by Cluster-Based Senone Selection. J. Signal Process. Syst. 90 (7) (2018)
Xiao Zhou, Zhen-Hua Ling, Zhi-Ping Zhou, Li-Rong Dai
Learning and Modeling Unit Embeddings for Improving HMM-based Unit Selection Speech Synthesis. INTERSPEECH (2018)
Zhen-Hua Ling, Yang Ai, Yu Gu, Li-Rong Dai
Waveform Modeling and Generation Using Hierarchical Recurrent Neural Networks for Speech Bandwidth Extension. IEEE ACM Trans. Audio Speech Lang. Process. 26 (5) (2018)
Zheng-Chen Liu, Zhen-Hua Ling, Li-Rong Dai
Statistical Parametric Speech Synthesis Using Generalized Distillation Framework. IEEE Signal Process. Lett. 25 (5) (2018)
Zengxi Li, Yan Song, Li-Rong Dai, Ian McLoughlin
Source-Aware Context Network for Single-Channel Multi-Speaker Speech Separation. ICASSP (2018)
Qing Wang, Jun Du, Li-Rong Dai, Chin-Hui Lee
A Multiobjective Learning and Ensembling Approach to High-Performance Speech Enhancement With Compact Neural Network Architectures. IEEE ACM Trans. Audio Speech Lang. Process. 26 (7) (2018)
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai
Forward Attention in Sequence-to-sequence Acoustic Modelling for Speech Synthesis. CoRR (2018)
Zengxi Li, Li-Rong Dai, Yan Song, Ian McLoughlin
A Conditional Generative Model for Speech Enhancement. Circuits Syst. Signal Process. 37 (11) (2018)
Tian Gao, Jun Du, Li-Rong Dai, Chin-Hui Lee
Densely Connected Progressive Learning for LSTM-Based Speech Enhancement. ICASSP (2018)
Yannan Wang, Jun Du, Li-Rong Dai, Chin-Hui Lee
A Gender Mixture Detection Approach to Unsupervised Single-Channel Speech Separation Based on Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25 (7) (2017)
Jianshu Zhang, Jun Du, Li-Rong Dai
A GRU-based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition. CoRR (2017)
Yonghong Tian, Xilin Chen, Hongkai Xiong, Hong-Liang Li, Li-Rong Dai, Jing Chen, Junliang Xing, Jing Chen, Xihong Wu, Weiming Hu, Yu Hu, Tiejun Huang, Wen Gao
Towards human-like and transhuman perception in AI 2.0: a review. Frontiers Inf. Technol. Electron. Eng. 18 (1) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Li-Rong Dai