📃论文

2024

1. Advanced Long-Content Speech Recognition With Factorized Neural Transducer

   Xun Gong , Yu Wu , Jinyu Li , Shujie Liu , Rui Zhao , Xie Chen, and Yanmin Qian

   IEEE ACM Trans. Audio Speech Lang. Process., 2024
2. EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

   Wenxi Chen , Yuzhe Liang , Ziyang Ma , Zhisheng Zheng , and Xie Chen

   CoRR, 2024
3. ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering

   Yakun Song , Zhuo Chen , Xiaofei Wang , Ziyang Ma , and Xie Chen

   CoRR, 2024
4. BAT: Learning to Reason about Spatial Sounds with Large Language Models

   Zhisheng Zheng , Puyuan Peng , Ziyang Ma , Xie Chen, Eunsol Choi , and David Harwath

   CoRR, 2024
5. An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

   Ziyang Ma , Guanrou Yang , Yifan Yang , Zhifu Gao , Jiaming Wang , Zhihao Du , Fan Yu , Qian Chen , Siqi Zheng , Shiliang Zhang , and Xie Chen

   CoRR, 2024
6. Beyond the Status Quo: A Contemporary Survey of Advances and Challenges in Audio Captioning

   Xuenan Xu , Zeyu Xie , Mengyue Wu, and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., 2024
7. Towards Weakly Supervised Text-to-Audio Grounding

   Xuenan Xu , Ziyang Ma , Mengyue Wu, and Kai Yu

   CoRR, 2024
8. VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech

   Chenpeng Du , Yiwei Guo , Hankun Wang , Yifan Yang , Zhikang Niu , Shuai Wang , Hui Zhang , Xie Chen, and Kai Yu

   CoRR, 2024
9. ChemDFM: Dialogue Foundation Model for Chemistry

   Zihan Zhao , Da Ma , Lu Chen, Liangtai Sun , Zihao Li , Hongshen Xu , Zichen Zhu , Su Zhu , Shuai Fan , Guodong Shen , Xin Chen , and Kai Yu

   CoRR, 2024
10. MULTI: Multimodal Understanding Leaderboard with Text and Images

    Zichen Zhu, Yang Xu , Lu Chen, Jingkai Yang , Yichuan Ma , Yiming Sun , Hailin Wen , Jiaqi Liu , Jinyu Cai , Yingzi Ma , Situo Zhang , Zihan Zhao , Liangtai Sun , and Kai Yu

    CoRR, 2024

2023

1. A Unified Framework From Face Image Restoration to Data Augmentation Using Generative Prior

   Jiawei You , Ganyu Huang , Tianyuan Han , Haoze Yang , and Liping Shen

   IEEE Access, 2023
2. Human Pose Estimation with Combined Feature Maps and Joint Embeddings

   Tianyuan Han , Ganyu Huang , Chunhui Li , and Liping Shen

   In Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and Applications, AAIA 2023, Wuhan, China, November 18-20, 2023 , 2023
3. Assessing and Enhancing LLMs: A Physics and History Dataset and One-More-Check Pipeline Method

   Chaofan He , Chunhui Li , Tianyuan Han , and Liping Shen

   In Neural Information Processing - 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings, Part XIII , 2023
4. GAN Latent Space Manipulation Based Augmentation for Unbalanced Emotion Datasets

   Yuhan Xiong , Jiawei You , and Liping Shen

   In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023 , 2023
5. LongFNT: Long-Form Speech Recognition with Factorized Neural Transducer

   Xun Gong , Yu Wu , Jinyu Li , Shujie Liu , Rui Zhao , Xie Chen, and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
6. Factorized AED: Factorized Attention-Based Encoder-Decoder for Text-Only Domain Adaptive ASR

   Xun Gong , Wei Wang , Hang Shao , Xie Chen, and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
7. Exploring Binary Classification Loss for Speaker Verification

   Bing Han , Zhengyang Chen , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
8. Improving Dino-Based Self-Supervised Speaker Verification with Progressive Cluster-Aware Training

   Bing Han , Wen Huang , Zhengyang Chen , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023 , 2023
9. Robust Audio-Visual ASR with Unified Cross-Modal Attention

   Jiahong Li , Chenda Li , Yifei Wu , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
10. Target Sound Extraction with Variable Cross-Modality Clues

    Chenda Li , Yao Qian , Zhuo Chen , Dongmei Wang , Takuya Yoshioka , Shujie Liu , Yanmin Qian , and Michael Zeng

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
11. Predictive Skim: Contrastive Predictive Coding for Low-Latency Online Speech Separation

    Chenda Li , Yifei Wu , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
12. Multi-Speaker End-to-End Multi-Modal Speaker Diarization System for the MISP 2022 Challenge

    Tao Liu , Zhengyang Chen , Yanmin Qian , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
13. Joint Discriminator and Transfer Based Fast Domain Adaptation For End-To-End Speech Recognition

    Hang Shao , Tian Tan , Wei Wang , Xun Gong , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
14. Lowbit Neural Network Quantization for Speaker Verification

    Haoyu Wang , Bei Liu , Yifei Wu , Zhengyang Chen , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023 , 2023
15. Wespeaker: A Research and Production Oriented Speaker Embedding Learning Toolkit

    Hongji Wang , Chengdong Liang , Shuai Wang , Zhengyang Chen , Binbin Zhang , Xu Xiang , Yanlei Deng , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
16. HuBERT-AGG: Aggregated Representation Distillation of Hidden-Unit Bert for Robust Speech Recognition

    Wei Wang , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
17. Light-Weight Visualvoice: Neural Network Quantization On Audio Visual Speech Separation

    Yifei Wu , Chenda Li , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023 , 2023
18. Code-Switching Text Generation and Injection in Mandarin-English ASR

    Haibin Yu , Yuxuan Hu , Yao Qian , Ma Jin , Linquan Liu , Shujie Liu , Yu Shi , Yanmin Qian , Edward Lin , and Michael Zeng

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
19. Adaptive Large Margin Fine-Tuning For Robust Speaker Verification

    Leying Zhang , Zhengyang Chen , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , 2023
20. ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation

    Chenyang Le , Yao Qian , Long Zhou , Shujie Liu , Yanmin Qian , Michael Zeng , and Xuedong Huang

    In Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023 , 2023
21. Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation

    Yoshiki Masuyama , Xuankai Chang , Wangyou Zhang , Samuele Cornell , Zhong-Qiu Wang , Nobutaka Ono , Yanmin Qian , and Shinji Watanabe

    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023, New Paltz, NY, USA, October 22-25, 2023 , 2023
22. Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing (espnet-v.202310) (Version 1)

    Yen-Ju Lu , Xuankai Chang , Chenda Li , Wangyou Zhang , Samuele Cornell , Zhaoheng Ni , Yoshiki Masuyama , Brian Yan , Robin Scheibler , Zhong-Qiu Wang , Yu Tsao , Yanmin Qian , and Shinji Watanabe

    Oct 2023

    Accessed on YYYY-MM-DD.
23. Self-Supervised Learning with Cluster-Aware-DINO for High-Performance Robust Speaker Verification

    Bing Han , Zhengyang Chen , and Yanmin Qian

    CoRR, Oct 2023
24. Attention-based Encoder-Decoder Network for End-to-End Neural Speaker Diarization with Target Speaker Attractor

    Zhengyang Chen , Bing Han , Shuai Wang , and Yanmin Qian

    CoRR, Oct 2023
25. Whisper-KDQ: A Lightweight Whisper via Guided Knowledge Distillation and Quantization for Efficient ASR

    Hang Shao , Wei Wang , Bei Liu , Xun Gong , Haoyu Wang , and Yanmin Qian

    CoRR, Oct 2023
26. Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition

    Wangyou Zhang , and Yanmin Qian

    CoRR, Oct 2023
27. Adapting Multi-Lingual ASR Models for Handling Multiple Talkers

    Chenda Li , Yao Qian , Zhuo Chen , Naoyuki Kanda , Dongmei Wang , Takuya Yoshioka , Yanmin Qian , and Michael Zeng

    CoRR, Oct 2023
28. InstructME: An Instruction Guided Music Edit And Remix Framework with Latent Diffusion Models

    Bing Han , Junyu Dai , Xuchen Song , Weituo Hao , Xinyan He , Dong Guo , Jitong Chen , Yuxuan Wang , and Yanmin Qian

    CoRR, Oct 2023
29. Attention-based Encoder-Decoder End-to-End Neural Diarization with Embedding Enhancer

    Zhengyang Chen , Bing Han , Shuai Wang , and Yanmin Qian

    CoRR, Oct 2023
30. USED: Universal Speaker Extraction and Diarization

    Junyi Ao , Mehmet Sinan Yildirim , Meng Ge , Shuai Wang , Ruijie Tao , Yanmin Qian , Liqun Deng , Longshuai Xiao , and Haizhou Li

    CoRR, Oct 2023
31. Leveraging In-the-Wild Data for Effective Self-Supervised Pretraining in Speaker Recognition

    Shuai Wang , Qibing Bai , Qi Liu , Jianwei Yu , Zhengyang Chen , Bing Han , Yanmin Qian , and Haizhou Li

    CoRR, Oct 2023
32. The second multi-channel multi-party meeting transcription challenge (M2MeT) 2.0): A benchmark for speaker-attributed ASR

    Yuhao Liang , Mohan Shi , Fan Yu , Yangze Li , Shiliang Zhang , Zhihao Du , Qian Chen , Lei Xie , Yanmin Qian , Jian Wu , Zhuo Chen , Kong Aik Lee , Zhijie Yan , and Hui Bu

    CoRR, Oct 2023
33. Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction

    Leying Zhang , Yao Qian , Linfeng Yu , Heming Wang , Xinkai Wang , Hemin Yang , Long Zhou , Shujie Liu , Yanmin Qian , and Michael Zeng

    CoRR, Oct 2023
34. Toward Universal Speech Enhancement for Diverse Input Conditions

    Wangyou Zhang , Kohei Saijo , Zhong-Qiu Wang , Shinji Watanabe , and Yanmin Qian

    CoRR, Oct 2023
35. One-Shot Sensitivity-Aware Mixed Sparsity Pruning for Large Language Models

    Hang Shao , Bei Liu , and Yanmin Qian

    CoRR, Oct 2023
36. FAT-HuBERT: Front-end Adaptive Training of Hidden-unit BERT for Distortion-Invariant Robust Speech Recognition

    Dongning Yang , Wei Wang , and Yanmin Qian

    CoRR, Oct 2023
37. Speaker Adaptive Text-to-Speech With Timbre-Normalized Vector-Quantized Feature

    Chenpeng Du , Yiwei Guo , Xie Chen, and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2023
38. Fast-Hubert: an Efficient Training Framework for Self-Supervised Speech Representation Learning

    Guanrou Yang , Ziyang Ma , Zhisheng Zheng , Yakun Song , Zhikang Niu , and Xie Chen

    In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023, Taipei, Taiwan, December 16-20, 2023 , Oct 2023
39. Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation

    Qi Chen , Ziyang Ma , Tao Liu , Xu Tan , Qu Lu , Kai Yu , and Xie Chen

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , Oct 2023
40. Front-End Adapter: Adapting Front-End Input of Speech Based Self-Supervised Learning for Speech Recognition

    Xie Chen, Ziyang Ma , Changli Tang , Yujin Wang , and Zhisheng Zheng

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , Oct 2023
41. Emodiff: Intensity Controllable Emotional Text-to-Speech with Soft-Label Guidance

    Yiwei Guo , Chenpeng Du , Xie Chen, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , Oct 2023
42. DAE-Talker: High Fidelity Speech-Driven Talking Face Generation with Diffusion Autoencoder

    Chenpeng Du , Qi Chen , Tianyu He , Xu Tan , Xie Chen, Kai Yu, Sheng Zhao , and Jiang Bian

    In Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023 , Oct 2023
43. Blank-regularized CTC for Frame Skipping in Neural Transducer

    Yifan Yang , Xiaoyu Yang , Liyong Guo , Zengwei Yao , Wei Kang , Fangjun Kuang , Long Lin , Xie Chen, and Daniel Povey

    CoRR, Oct 2023
44. UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding

    Chenpeng Du , Yiwei Guo , Feiyu Shen , Zhijun Liu , Zheng Liang , Xie Chen, Shuai Wang , Hui Zhang , and Kai Yu

    CoRR, Oct 2023
45. Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation

    Zheng Liang , Zheshu Song , Ziyang Ma , Chenpeng Du , Kai Yu , and Xie Chen

    CoRR, Oct 2023
46. Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation

    Ziyang Ma , Zhisheng Zheng , Guanrou Yang , Yu Wang , Chao Zhang , and Xie Chen

    CoRR, Oct 2023
47. Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems

    Mingyu Cui , Jiawen Kang , Jiajun Deng , Xi Yin , Yutao Xie , Xie Chen, and Xunying Liu

    CoRR, Oct 2023
48. DSE-TTS: Dual Speaker Embedding for Cross-Lingual Text-to-Speech

    Sen Liu , Yiwei Guo , Chenpeng Du , Xie Chen, and Kai Yu

    CoRR, Oct 2023
49. Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition

    Zhisheng Zheng , Ziyang Ma , Yu Wang , and Xie Chen

    CoRR, Oct 2023
50. VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching

    Yiwei Guo , Chenpeng Du , Ziyang Ma , Xie Chen, and Kai Yu

    CoRR, Oct 2023
51. Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS

    Yifan Yang , Feiyu Shen , Chenpeng Du , Ziyang Ma , Kai Yu, Daniel Povey , and Xie Chen

    CoRR, Oct 2023
52. Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer

    Peng Wang , Yifan Yang , Zheng Liang , Tian Tan , Shiliang Zhang , and Xie Chen

    CoRR, Oct 2023
53. Improved Factorized Neural Transducer Model For text-only Domain Adaptation

    Junzhe Liu , Jianwei Yu , and Xie Chen

    CoRR, Oct 2023
54. Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition

    Ziyang Ma , Wen Wu , Zhisheng Zheng , Yiwei Guo , Qian Chen , Shiliang Zhang , and Xie Chen

    CoRR, Oct 2023
55. Acoustic BPE for Speech Generation with Discrete Tokens

    Feiyu Shen , Yiwei Guo , Chenpeng Du , Xie Chen, and Kai Yu

    CoRR, Oct 2023
56. Expressive TTS Driven by Natural Language Prompts Using Few Human Annotations

    Hanglei Zhang , Yiwei Guo , Sen Liu , Xie Chen, and Kai Yu

    CoRR, Oct 2023
57. emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

    Ziyang Ma , Zhisheng Zheng , Jiaxin Ye , Jinchao Li , Zhifu Gao , Shiliang Zhang , and Xie Chen

    CoRR, Oct 2023
58. OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue

    Zhi Chen , Yuncong Liu , Lu Chen , Su Zhu , Mengyue Wu, and Kai Yu

    Trans. Assoc. Comput. Linguistics, Oct 2023
59. Transcribing Vocal Communications of Domestic Shiba lnu Dogs

    Jieyi Huang , Chunhao Zhang , Mengyue Wu , and Kenny Q. Zhu

    In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023 , Oct 2023
60. Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts

    Siyuan Chen , Zhiling Zhang , Mengyue Wu , and Kenny Q. Zhu

    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023 , Oct 2023
61. Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation

    Zhiling Zhang , Mengyue Wu , and Kenny Q. Zhu

    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023 , Oct 2023
62. Diverse and Vivid Sound Generation from Text Descriptions

    Guangwei Li , Xuenan Xu , Lingfeng Dai , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , Oct 2023
63. Investigating Pooling Strategies and Loss Functions for Weakly-Supervised Text-to-Audio Grounding via Contrastive Learning

    Xuenan Xu , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023 , Oct 2023
64. BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data

    Xuenan Xu , Zhiling Zhang , Zelin Zhou , Pingyue Zhang , Zeyu Xie , Mengyue Wu , and Kenny Q. Zhu

    In Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023 , Oct 2023
65. LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation

    Siyuan Chen , Mengyue Wu , Kenny Q. Zhu , Kunyao Lan , Zhiling Zhang , and Lyuchun Cui

    CoRR, Oct 2023
66. Enhance Temporal Relations in Audio Captioning with Sound Event Detection

    Zeyu Xie , Xuenan Xu , Mengyue Wu, and Kai Yu

    CoRR, Oct 2023
67. Improving Audio Caption Fluency with Automatic Error Correction

    Hanxue Zhang , Zeyu Xie , Xuenan Xu , Mengyue Wu, and Kai Yu

    CoRR, Oct 2023
68. A Large-scale Dataset for Audio-Language Representation Learning

    Luoyi Sun , Xuenan Xu , Mengyue Wu, and Weidi Xie

    CoRR, Oct 2023
69. Does My Dog "Speak" Like Me? The Acoustic Correlation between Pet Dogs and Their Human Owners

    Jieyi Huang , Chunhao Zhang , Yufei Wang , Mengyue Wu , and Kenny Q. Zhu

    CoRR, Oct 2023
70. Towards Lexical Analysis of Dog Vocalizations via Online Videos

    Yufei Wang , Chunhao Zhang , Jieyi Huang , Mengyue Wu , and Kenny Q. Zhu

    CoRR, Oct 2023
71. PsyEval: A Comprehensive Large Language Model Evaluation Benchmark for Mental Health

    Haoan Jin , Siyuan Chen , Mengyue Wu , and Kenny Q. Zhu

    CoRR, Oct 2023
72. A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL

    Ruisheng Cao , Lu Chen, Jieyu Li , Hanchong Zhang , Hongshen Xu , Wangyou Zhang , and Kai Yu

    IEEE Trans. Pattern Anal. Mach. Intell., Oct 2023
73. Speech Enhancement With Integration of Neural Homomorphic Synthesis and Spectral Masking

    Wenbin Jiang , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2023
74. SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling

    Sheng Jiang , Su Zhu , Ruisheng Cao , Qingliang Miao , and Kai Yu

    In Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, ACL 2023, Toronto, Canada, July 9-14, 2023 , Oct 2023
75. Exploring Schema Generalizability of Text-to-SQL

    Jieyu Li , Lu Chen, Ruisheng Cao , Su Zhu , Hongshen Xu , Zhi Chen , Hanchong Zhang , and Kai Yu

    In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023 , Oct 2023
76. TeCS: A Dataset and Benchmark for Tense Consistency of Machine Translation

    Yiming Ai , Zhiwei He , Kai Yu, and Rui Wang

    In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2023, Toronto, Canada, July 9-14, 2023 , Oct 2023
77. CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset

    Hanchong Zhang , Jieyu Li , Lu Chen, Ruisheng Cao , Yunyan Zhang , Yu Huang , Yefeng Zheng , and Kai Yu

    In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023 , Oct 2023
78. ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought

    Hanchong Zhang , Ruisheng Cao , Lu Chen, Hongshen Xu , and Kai Yu

    In Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023 , Oct 2023
79. Multi-Speaker Multi-Lingual VQTTS System for LIMMITS 2023 Challenge

    Chenpeng Du , Yiwei Guo , Feiyu Shen , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , Oct 2023
80. DiffVoice: Text-to-Speech with Latent Diffusion

    Zhijun Liu , Yiwei Guo , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023 , Oct 2023
81. Large Language Models Are Semi-Parametric Reinforcement Learning Agents

    Danyang Zhang , Lu Chen, Situo Zhang , Hongshen Xu , Zihan Zhao , and Kai Yu

    In Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023 , Oct 2023
82. Mobile-Env: A Universal Platform for Training and Evaluation of Mobile Interaction

    Danyang Zhang , Lu Chen, and Kai Yu

    CoRR, Oct 2023
83. SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research

    Liangtai Sun , Yang Han , Zihan Zhao , Da Ma , Zhennan Shen , Baocai Chen , Lu Chen, and Kai Yu

    CoRR, Oct 2023
84. ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL

    Ruisheng Cao , Hanchong Zhang , Hongshen Xu , Jieyu Li , Da Ma , Lu Chen, and Kai Yu

    CoRR, Oct 2023
85. DiffDub: Person-generic Visual Dubbing Using Inpainting Renderer with Diffusion Auto-encoder

    Tao Liu , Chenpeng Du , Shuai Fan , Feilong Chen , and Kai Yu

    CoRR, Oct 2023
86. SEF-VC: Speaker Embedding Free Zero-Shot Voice Conversion with Cross Attention

    Junjie Li , Yiwei Guo , Xie Chen, and Kai Yu

    CoRR, Oct 2023

2022

1. Heterogeneous Graph Representation for Knowledge Tracing

   Jisen Chen , Jian Shen , Ting Long , Liping Shen, Weinan Zhang , and Yong Yu

   In Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part I , Oct 2022
2. A simple but practical method: How to improve the usage of entities in the Chinese question generation

   Haoze Yang , Kunyao Lan , Jiawei You , and Liping Shen

   In International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022 , Oct 2022
3. From Uniform Models To Generic Representations: Stock Return Prediction With Pre-training

   Jiawei You , Tianyuan Han , and Liping Shen

   In International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022 , Oct 2022
4. WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

   Sanyuan Chen , Chengyi Wang , Zhengyang Chen , Yu Wu , Shujie Liu , Zhuo Chen , Jinyu Li , Naoyuki Kanda , Takuya Yoshioka , Xiong Xiao , Jian Wu , Long Zhou , Shuo Ren , Yanmin Qian , Yao Qian , Jian Wu , Michael Zeng , Xiangzhan Yu , and Furu Wei

   IEEE J. Sel. Top. Signal Process., Oct 2022
5. Optimizing Data Usage for Low-Resource Speech Recognition

   Yanmin Qian , and Zhikai Zhou

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2022
6. Dual-Path Modeling With Memory Embedding Model for Continuous Speech Separation

   Chenda Li , Zhuo Chen , and Yanmin Qian

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2022
7. Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition

   Yanmin Qian , Xun Gong , and Houjun Huang

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2022
8. End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail Party

   Wangyou Zhang , Xuankai Chang , Christoph Böddeker , Tomohiro Nakatani , Shinji Watanabe , and Yanmin Qian

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2022
9. Time-Domain Audio-Visual Speech Separation on Low Quality Videos

   Yifei Wu , Chenda Li , Jinfeng Bai , Zhongqin Wu , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
10. Skim: Skipping Memory Lstm for Low-Latency Real-Time Continuous Speech Separation

    Chenda Li , Lei Yang , Weiqin Wang , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
11. Large-Scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification

    Zhengyang Chen , Sanyuan Chen , Yu Wu , Yao Qian , Chengyi Wang , Shujie Liu , Yanmin Qian , and Michael Zeng

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
12. Local Information Modeling with Self-Attention for Speaker Verification

    Bing Han , Zhengyang Chen , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
13. Punctuation Prediction for Streaming On-Device Speech Recognition

    Zhikai Zhou , Tian Tan , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
14. MLP-SVNET: A Multi-Layer Perceptrons Based Network for Speaker Verification

    Bing Han , Zhengyang Chen , Bei Liu , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
15. Self-Knowledge Distillation via Feature Enhancement for Speaker Verification

    Bei Liu , Haoyu Wang , Zhengyang Chen , Shuai Wang , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
16. Optimizing Alignment of Speech and Language Latent Spaces for End-To-End Speech Recognition and Understanding

    Wei Wang , Shuo Ren , Yao Qian , Shujie Liu , Yu Shi , Yanmin Qian , and Michael Zeng

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
17. Exploring Effective Data Utilization for Low-Resource Speech Recognition

    Zhikai Zhou , Wei Wang , Wangyou Zhang , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
18. Summary on the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge

    Fan Yu , Shiliang Zhang , Pengcheng Guo , Yihui Fu , Zhihao Du , Siqi Zheng , Weilong Huang , Lei Xie , Zheng-Hua Tan , DeLiang Wang , Yanmin Qian , Kong Aik Lee , Zhijie Yan , Bin Ma , Xin Xu , and Hui Bu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
19. The Sjtu System For Multimodal Information Based Speech Processing Challenge 2021

    Wei Wang , Xun Gong , Yifei Wu , Zhikai Zhou , Chenda Li , Wangyou Zhang , Bing Han , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
20. Attentive Feature Fusion for Robust Speaker Verification

    Bei Liu , Zhengyang Chen , and Yanmin Qian

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
21. Dual Path Embedding Learning for Speaker Verification with Triplet Attention

    Bei Liu , Zhengyang Chen , and Yanmin Qian

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
22. DF-ResNet: Boosting Speaker Verification Performance with Depth-First Design

    Bei Liu , Zhengyang Chen , Shuai Wang , Haoyu Wang , Bing Han , and Yanmin Qian

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
23. Enroll-Aware Attentive Statistics Pooling for Target Speaker Verification

    Leying Zhang , Zhengyang Chen , and Yanmin Qian

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
24. MSDWild: Multi-modal Speaker Diarization Dataset in the Wild

    Tao Liu , Shuai Fan , Xu Xiang , Hongbo Song , Shaoxiong Lin , Jiaqi Sun , Tianyuan Han , Siyuan Chen , Binwei Yao , Sen Liu , Yifei Wu , Yanmin Qian , and Kai Yu

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
25. Knowledge Transfer and Distillation from Autoregressive to Non-Autoregessive Speech Recognition

    Xun Gong , Zhikai Zhou , and Yanmin Qian

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
26. Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction

    Bing Han , Zhengyang Chen , and Yanmin Qian

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
27. Separating Long-Form Speech with Group-wise Permutation Invariant Training

    Wangyou Zhang , Zhuo Chen , Naoyuki Kanda , Shujie Liu , Jinyu Li , Sefik Emre Eskimez , Takuya Yoshioka , Xiong Xiao , Zhong Meng , Yanmin Qian , and Furu Wei

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
28. ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding

    Yen-Ju Lu , Xuankai Chang , Chenda Li , Wangyou Zhang , Samuele Cornell , Zhaoheng Ni , Yoshiki Masuyama , Brian Yan , Robin Scheibler , Zhong-Qiu Wang , Yu Tsao , Yanmin Qian , and Shinji Watanabe

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
29. Improving Speech Separation with Knowledge Distilled from Self-supervised Pre-trained Models

    Bowen Qu , Chenda Li , Jinfeng Bai , and Yanmin Qian

    In 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022, Singapore, December 11-14, 2022 , Oct 2022
30. Text-Informed Knowledge Distillation for Robust Speech Enhancement and Recognition

    Wei Wang , Wangyou Zhang , Shaoxiong Lin , and Yanmin Qian

    In 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022, Singapore, December 11-14, 2022 , Oct 2022
31. Medical Difficult Airway Detection using Speech Technology

    Zhikai Zhou , Shuang Cao , Zhengyang Chen , Bei Liu , Ming Xia , Hong Jiang , and Yanmin Qian

    In 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022, Singapore, December 11-14, 2022 , Oct 2022
32. Speaking style compensation on synthetic audio for robust keyword spotting

    Houjun Huang , and Yanmin Qian

    In 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022, Singapore, December 11-14, 2022 , Oct 2022
33. The Conversational Short-phrase Speaker Diarization (CSSD) Task: Dataset, Evaluation Metric and Baselines

    Gaofeng Cheng , Yifan Chen , Runyan Yang , Qingxuan Li , Zehui Yang , Lingxuan Ye , Pengyuan Zhang , Qingqing Zhang , Lei Xie , Yanmin Qian , Kong Aik Lee , and Yonghong Yan

    In 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022, Singapore, December 11-14, 2022 , Oct 2022
34. The X-Lance Speaker Diarization System for the Conversational Short-phrase Speaker Diarization Challenge 2022

    Tao Liu , Xu Xiang , Zhengyang Chen , Bing Han , Kai Yu, and Yanmin Qian

    In 13th International Symposium on Chinese Spoken Language Processing, ISCSLP 2022, Singapore, December 11-14, 2022 , Oct 2022
35. End-to-End Multi-Speaker ASR with Independent Vector Analysis

    Robin Scheibler , Wangyou Zhang , Xuankai Chang , Shinji Watanabe , and Yanmin Qian

    In IEEE Spoken Language Technology Workshop, SLT 2022, Doha, Qatar, January 9-12, 2023 , Oct 2022
36. A Comprehensive Study on Self-Supervised Distillation for Speaker Representation Learning

    Zhengyang Chen , Yao Qian , Bing Han , Yanmin Qian , and Michael Zeng

    In IEEE Spoken Language Technology Workshop, SLT 2022, Doha, Qatar, January 9-12, 2023 , Oct 2022
37. The SJTU X-LANCE Lab System for CNSRC 2022

    Zhengyang Chen , Bei Liu , Bing Han , Leying Zhang , and Yanmin Qian

    CoRR, Oct 2022
38. SJTU-AISPEECH System for VoxCeleb Speaker Recognition Challenge 2022

    Zhengyang Chen , Bing Han , Xu Xiang , Houjun Huang , Bei Liu , and Yanmin Qian

    CoRR, Oct 2022
39. Build a SRE Challenge System: Lessons from VoxSRC 2022 and CNSRC 2022

    Zhengyang Chen , Bing Han , Xu Xiang , Houjun Huang , Bei Liu , and Yanmin Qian

    CoRR, Oct 2022
40. Factorized Neural Transducer for Efficient Language Model Adaptation

    Xie Chen, Zhong Meng , Sarangarajan Parthasarathy , and Jinyu Li

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
41. VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature

    Chenpeng Du , Yiwei Guo , Xie Chen, and Kai Yu

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
42. Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition

    Zhong Meng , Yashesh Gaur , Naoyuki Kanda , Jinyu Li , Xie Chen , Yu Wu , and Yifan Gong

    In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022 , Oct 2022
43. Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition

    Yujin Wang , Changli Tang , Ziyang Ma , Zhisheng Zheng , Xie Chen, and Wei-Qiang Zhang

    CoRR, Oct 2022
44. MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets

    Ziyang Ma , Zhisheng Zheng , Changli Tang , Yujin Wang , and Xie Chen

    CoRR, Oct 2022
45. EmoDiff: Intensity Controllable Emotional Text-to-Speech with Soft-Label Guidance

    Yiwei Guo , Chenpeng Du , Xie Chen, and Kai Yu

    CoRR, Oct 2022
46. Exploring Effective Fusion Algorithms for Speech Based Self-Supervised Learning Models

    Changli Tang , Yujin Wang , Xie Chen, and Wei-Qiang Zhang

    CoRR, Oct 2022
47. D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat

    Binwei Yao , Chao Shi , Likai Zou , Lingfeng Dai , Mengyue Wu, Lu Chen, Zhen Wang , and Kai Yu

    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022 , Oct 2022
48. Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media

    Zhiling Zhang , Siyuan Chen , Mengyue Wu , and Kenny Q. Zhu

    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022 , Oct 2022
49. Category-Adapted Sound Event Enhancement with Weakly Labeled Data

    Guangwei Li , Xuenan Xu , Heinrich Dinkel , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
50. Diversity-Controllable and Accurate Audio Captioning Based on Neural Condition

    Xuenan Xu , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
51. Can Audio Captions Be Evaluated With Image Caption Metrics?

    Zelin Zhou , Zhiling Zhang , Xuenan Xu , Zeyu Xie , Mengyue Wu , and Kenny Q. Zhu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
52. Navigating Audio-Visual Event Detection Across Mismatched Modalities

    Guangwei Li , Xuenan Xu , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
53. Audio-Text Retrieval in Context

    Siyu Lou , Xuenan Xu , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
54. Climate and Weather: Inspecting Depression Detection via Emotion Recognition

    Wen Wu , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
55. Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression

    Zhiling Zhang , Siyuan Chen , Mengyue Wu , and Kenny Q. Zhu

    In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022 , Oct 2022
56. A Comprehensive Survey of Automated Audio Captioning

    Xuenan Xu , Mengyue Wu, and Kai Yu

    CoRR, Oct 2022
57. DialogZoo: Large-Scale Dialog-Oriented Task Learning

    Zhi Chen , Jijia Bao , Lu Chen, Yuncong Liu , Da Ma , Bei Chen , Mengyue Wu , Su Zhu , Jian-Guang Lou , and Kai Yu

    CoRR, Oct 2022
58. Data augmentation based non-parallel voice conversion with frame-level speaker disentangler

    Bo Chen , Zhihang Xu , and Kai Yu

    Speech Commun., Oct 2022
59. Phone-Level Prosody Modelling With GMM-Based MDN for Diverse and Controllable Speech Synthesis

    Chenpeng Du , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2022
60. Neural Fusion for Voice Cloning

    Bo Chen , Chenpeng Du , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2022
61. META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI

    Liangtai Sun , Xingyu Chen , Lu Chen, Tianle Dai , Zichen Zhu, and Kai Yu

    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022 , Oct 2022
62. AdapterShare: Task Correlation Modeling with Adapter Differentiation

    Zhi Chen , Bei Chen , Lu Chen, Kai Yu, and Jian-Guang Lou

    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022 , Oct 2022
63. LatticeBART: Lattice-to-Lattice Pre-Training for Speech Recognition

    Lingfeng Dai , Lu Chen, Zhikai Zhou , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
64. Text Adaptive Detection for Customizable Keyword Spotting

    Yu Xi , Tian Tan , Wangyou Zhang , Baochen Yang , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
65. Unsupervised Word-Level Prosody Tagging for Controllable Speech Synthesis

    Yiwei Guo , Chenpeng Du , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 , Oct 2022
66. The AISP-SJTU Simultaneous Translation System for IWSLT 2022

    Qinpei Zhu , Renshou Wu , Guangfeng Liu , Xinyu Zhu , Xingyu Chen , Yang Zhou , Qingliang Miao , Rui Wang , and Kai Yu

    In Proceedings of the 19th International Conference on Spoken Language Translation, IWSLT@ACL 2022, Dublin, Ireland (in-person and online), May 26-27, 2022 , Oct 2022
67. TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages

    Zihan Zhao , Lu Chen, Ruisheng Cao , Hongshen Xu , Xingyu Chen , and Kai Yu

    In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022 , Oct 2022
68. UniDU: Towards A Unified Generative Dialogue Understanding Framework

    Zhi Chen , Lu Chen , Bei Chen , Libo Qin , Yuncong Liu , Su Zhu , Jian-Guang Lou , and Kai Yu

    In Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2022, Edinburgh, UK, 07-09 September 2022 , Oct 2022
69. The AISP-SJTU Translation System for WMT 2022

    Guangfeng Liu , Qinpei Zhu , Xingyu Chen , Renjie Feng , Jianxin Ren , Renshou Wu , Qingliang Miao , Rui Wang , and Kai Yu

    In Proceedings of the Seventh Conference on Machine Translation, WMT 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 7-8, 2022 , Oct 2022

2021

1. Modified Magnitude-Phase Spectrum Information for Spoofing Detection

   Jichen Yang , Hongji Wang , Rohan Kumar Das , and Yanmin Qian

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2021
2. Audio-Visual Deep Neural Network for Robust Person Verification

   Yanmin Qian , Zhengyang Chen , and Shuai Wang

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2021
3. Dual-Path Modeling for Long Recording Speech Separation in Meetings

   Chenda Li , Zhuo Chen , Yi Luo , Cong Han , Tianyan Zhou , Keisuke Kinoshita , Marc Delcroix , Shinji Watanabe , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
4. Self-Supervised Learning Based Domain Adaptation for Robust Speaker Verification

   Zhengyang Chen , Shuai Wang , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
5. SynAug: Synthesis-Based Data Augmentation for Text-Dependent Speaker Verification

   Chenpeng Du , Bing Han , Shuai Wang , Yanmin Qian , and Kai Yu

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
6. Unit Selection Synthesis Based Data Augmentation for Fixed Phrase Speaker Verification

   Houjun Huang , Xu Xiang , Fei Zhao , Shuai Wang , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
7. AISpeech-SJTU Accent Identification System for the Accented English Speech Recognition Challenge

   Houjun Huang , Xu Xiang , Yexin Yang , Rao Ma , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
8. AISpeech-SJTU ASR System for the Accented English Speech Recognition Challenge

   Tian Tan , Yizhou Lu , Rao Ma , Sen Zhu , Jiaqi Guo , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
9. Towards Data Selection on TTS Data for Children’s Speech Recognition

   Wei Wang , Zhikai Zhou , Yizhou Lu , Hongji Wang , Chenpeng Du , and Yanmin Qian

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
10. End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend

    Wangyou Zhang , Christoph Böddeker , Shinji Watanabe , Tomohiro Nakatani , Marc Delcroix , Keisuke Kinoshita , Tsubasa Ochiai , Naoyuki Kamo , Reinhold Haeb-Umbach , and Yanmin Qian

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
11. The Accented English Speech Recognition Challenge 2020: Open Datasets, Tracks, Baselines, Results and Methods

    Xian Shi , Fan Yu , Yizhou Lu , Yuhao Liang , Qiangze Feng , Daliang Wang , Yanmin Qian , and Lei Xie

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
12. Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation

    Christoph Böddeker , Wangyou Zhang , Tomohiro Nakatani , Keisuke Kinoshita , Tsubasa Ochiai , Marc Delcroix , Naoyuki Kamo , Yanmin Qian , and Reinhold Haeb-Umbach

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
13. Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition

    Xun Gong , Yizhou Lu , Zhikai Zhou , and Yanmin Qian

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
14. Knowledge Distillation from Multi-Modality to Single-Modality for Person Verification

    Leying Zhang , Zhengyang Chen , and Yanmin Qian

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
15. Basis-MelGAN: Efficient Neural Vocoder Based on Audio Decomposition

    Zhengxi Liu , and Yanmin Qian

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
16. The SJTU System for Short-Duration Speaker Verification Challenge 2021

    Bing Han , Zhengyang Chen , Zhikai Zhou , and Yanmin Qian

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
17. Audio-Visual Multi-Talker Speech Recognition in a Cocktail Party

    Yifei Wu , Chenda Li , Song Yang , Zhongqin Wu , and Yanmin Qian

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
18. Speaker Embedding Augmentation with Noise Distribution Matching

    Xun Gong , Zhengyang Chen , Yexin Yang , Shuai Wang , Lan Wang , and Yanmin Qian

    In 12th International Symposium on Chinese Spoken Language Processing, ISCSLP 2021, Hong Kong, January 24-27, 2021 , Oct 2021
19. Revisiting the Statistics Pooling Layer in Deep Speaker Embedding Learning

    Shuai Wang , Yexin Yang , Yanmin Qian , and Kai Yu

    In 12th International Symposium on Chinese Spoken Language Processing, ISCSLP 2021, Hong Kong, January 24-27, 2021 , Oct 2021
20. Data Augmentation for end-to-end Code-Switching Speech Recognition

    Chenpeng Du , Hao Li , Yizhou Lu , Lan Wang , and Yanmin Qian

    In IEEE Spoken Language Technology Workshop, SLT 2021, Shenzhen, China, January 19-22, 2021 , Oct 2021
21. Dual-Path RNN for Long Recording Speech Separation

    Chenda Li , Yi Luo , Cong Han , Jinyu Li , Takuya Yoshioka , Tianyan Zhou , Marc Delcroix , Keisuke Kinoshita , Christoph Böddeker , Yanmin Qian , Shinji Watanabe , and Zhuo Chen

    In IEEE Spoken Language Technology Workshop, SLT 2021, Shenzhen, China, January 19-22, 2021 , Oct 2021
22. Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions

    Wangyou Zhang , Jing Shi , Chenda Li , Shinji Watanabe , and Yanmin Qian

    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2021, New Paltz, NY, USA, October 17-20, 2021 , Oct 2021
23. Towards Duration Robust Weakly Supervised Sound Event Detection

    Heinrich Dinkel , Mengyue Wu, and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2021
24. Voice Activity Detection in the Wild: A Data-Driven Approach Using Teacher-Student Training

    Heinrich Dinkel , Shuai Wang , Xuenan Xu , Mengyue Wu, and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2021
25. Building Interpretable Interaction Trees for Deep NLP Models

    Die Zhang , Hao Zhang , Huilin Zhou , Xiaoyi Bao , Da Huo , Ruizhao Chen , Xu Cheng , Mengyue Wu, and Quanshi Zhang

    In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021 , Oct 2021
26. Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL

    Zhi Chen , Lu Chen, Hanqi Li , Ruisheng Cao , Da Ma , Mengyue Wu, and Kai Yu

    In Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021 , Oct 2021
27. Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging

    Zhiling Zhang , Zelin Zhou , Haifeng Tang , Guangwei Li , Mengyue Wu , and Kenny Q. Zhu

    In CIKM ’21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021 , Oct 2021
28. Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events

    Xuenan Xu , Heinrich Dinkel , Mengyue Wu, and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
29. Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning

    Xuenan Xu , Heinrich Dinkel , Mengyue Wu, Zeyu Xie , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021 , Oct 2021
30. A Lightweight Framework for Online Voice Activity Detection in the Wild

    Xuenan Xu , Heinrich Dinkel , Mengyue Wu, and Kai Yu

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
31. Audio Caption in a Car Setting with a Sentence-Level Loss

    Xuenan Xu , Heinrich Dinkel , Mengyue Wu, and Kai Yu

    In 12th International Symposium on Chinese Spoken Language Processing, ISCSLP 2021, Hong Kong, January 24-27, 2021 , Oct 2021
32. DEPA: Self-Supervised Audio Embedding for Depression Detection

    Pingyue Zhang , Mengyue Wu, Heinrich Dinkel , and Kai Yu

    In MM ’21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021 , Oct 2021
33. LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching

    Boer Lyu , Lu Chen , Su Zhu , and Kai Yu

    In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021 , Oct 2021
34. LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations

    Ruisheng Cao , Lu Chen , Zhi Chen , Yanbin Zhao , Su Zhu , and Kai Yu

    In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021 , Oct 2021
35. WebSRC: A Dataset for Web-Based Structural Reading Comprehension

    Xingyu Chen , Zihan Zhao , Lu Chen, Jiabao Ji , Danyang Zhang , Ao Luo , Yuxuan Xiong , and Kai Yu

    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 , Oct 2021
36. Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction

    Boer Lyu , Lu Chen, and Kai Yu

    In Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021 , Oct 2021
37. Class-Based Neural Network Language Model for Second-Pass Rescoring in ASR

    Lingfeng Dai , Qi Liu , and Kai Yu

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
38. Rich Prosody Diversity Modelling with Phone-Level Mixture Density Network

    Chenpeng Du , and Kai Yu

    In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021 , Oct 2021
39. ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser

    Zhi Chen , Lu Chen, Yanbin Zhao , Ruisheng Cao , Zihan Xu , Su Zhu , and Kai Yu

    In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021 , Oct 2021
40. Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF

    Su Zhu , Lu Chen, Ruisheng Cao , Zhi Chen , Qingliang Miao , and Kai Yu

    In Natural Language Processing and Chinese Computing - 10th CCF International Conference, NLPCC 2021, Qingdao, China, October 13-17, 2021, Proceedings, Part I , Oct 2021
41. Relation-Aware Multi-hop Reasoning forVisual Dialog

    Yao Zhao , Lu Chen, and Kai Yu

    In Natural Language Processing and Chinese Computing - 10th CCF International Conference, NLPCC 2021, Qingdao, China, October 13-17, 2021, Proceedings, Part I , Oct 2021
42. Mixture Density Network for Phone-Level Prosody Modelling in Speech Synthesis

    Chenpeng Du , and Kai Yu

    CoRR, Oct 2021
43. Diverse and Controllable Speech Synthesis with GMM-Based Phone-Level Prosody Modelling

    Chenpeng Du , and Kai Yu

    CoRR, Oct 2021

2020

1. Improving End-to-End Single-Channel Multi-Talker Speech Recognition

   Wangyou Zhang , Xuankai Chang , Yanmin Qian , and Shinji Watanabe

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2020
2. Data Augmentation Using Deep Generative Models for Embedding Based Speaker Recognition

   Shuai Wang , Yexin Yang , Zhanghao Wu , Yanmin Qian , and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2020
3. End-To-End Multi-Speaker Speech Recognition With Transformer

   Xuankai Chang , Wangyou Zhang , Yanmin Qian , Jonathan Le Roux , and Shinji Watanabe

   In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
4. Text Adaptation for Speaker Verification with Speaker-Text Factorized Embeddings

   Yexin Yang , Shuai Wang , Xun Gong , Yanmin Qian , and Kai Yu

   In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
5. Channel Invariant Speaker Embedding Learning with Joint Multi-Task and Adversarial Training

   Zhengyang Chen , Shuai Wang , Yanmin Qian , and Kai Yu

   In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
6. Deep Audio-Visual Speech Separation with Attention Mechanism

   Chenda Li , and Yanmin Qian

   In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
7. Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition

   Wangyou Zhang , and Yanmin Qian

   In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
8. End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming

   Wangyou Zhang , Aswin Shanmugam Subramanian , Xuankai Chang , Shinji Watanabe , and Yanmin Qian

   In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
9. Dual-Adversarial Domain Adaptation for Generalized Replay Attack Detection

   Hongji Wang , Heinrich Dinkel , Shuai Wang , Yanmin Qian , and Kai Yu

   In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
10. Listen, Watch and Understand at the Cocktail Party: Audio-Visual-Contextual Speech Separation

    Chenda Li , and Yanmin Qian

    In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
11. Multi-Modality Matters: A Performance Leap on VoxCeleb

    Zhengyang Chen , Shuai Wang , and Yanmin Qian

    In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
12. Adversarial Domain Adaptation for Speaker Verification Using Partially Shared Network

    Zhengyang Chen , Shuai Wang , and Yanmin Qian

    In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
13. Bi-Encoder Transformer Network for Mandarin-English Code-Switching Speech Recognition Using Mixture of Experts

    Yizhou Lu , Mingkun Huang , Hao Li , Jiaqi Guo , and Yanmin Qian

    In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
14. End-to-End Speaker-Dependent Voice Activity Detection

    Yefei Chen , Shuai Wang , Yanmin Qian , and Kai Yu

    CoRR, Oct 2020
15. A CRNN-GRU Based Reinforcement Learning Approach to Audio Captioning

    Xuenan Xu , Heinrich Dinkel , Mengyue Wu, and Kai Yu

    In Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), Tokyo, Japan (full virtual), November 2-4, 2020 , Oct 2020
16. Multiple Sound Sources Localization from Coarse to Fine

    Rui Qian , Di Hu , Heinrich Dinkel , Mengyue Wu, Ning Xu , and Weiyao Lin

    In Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part XX , Oct 2020
17. Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection

    Yefei Chen , Heinrich Dinkel , Mengyue Wu, and Kai Yu

    In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
18. GPVAD: Towards noise robust voice activity detection via weakly supervised sound event detection

    Heinrich Dinkel , Yefei Chen , Mengyue Wu, and Kai Yu

    CoRR, Oct 2020
19. Interpreting Hierarchical Linguistic Interactions in DNNs

    Die Zhang , Huilin Zhou , Xiaoyi Bao , Da Huo , Ruizhao Chen , Xu Cheng , Hao Zhang , Mengyue Wu, and Quanshi Zhang

    CoRR, Oct 2020
20. Towards a new generation of artificial intelligence in China

    Fei Wu , Cewu Lu , Mingjie Zhu , Hao Chen , Jun Zhu , Kai Yu, Lei Li , Ming Li , Qianfeng Chen , Xi Li , Xudong Cao , Zhongyuan Wang , Zhengjun Zha , Yueting Zhuang , and Yunhe Pan

    Nat. Mach. Intell., Oct 2020
21. Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding

    Su Zhu , Zijian Zhao , Rao Ma , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2020
22. Dual Learning for Semi-Supervised Natural Language Understanding

    Su Zhu , Ruisheng Cao , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2020
23. Modular End-to-End Automatic Speech Recognition Framework for Acoustic-to-Word Model

    Qi Liu , Zhehuai Chen , Hao Li , Mingkun Huang , Yizhou Lu , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2020
24. Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management

    Zhi Chen , Lu Chen, Xiaoyuan Liu , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2020
25. Neural Network Language Model Compression With Product Quantization and Soft Binarization

    Kai Yu, Rao Ma , Kaiyu Shi , and Qi Liu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2020
26. Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks

    Lu Chen, Boer Lv , Chi Wang , Su Zhu , Bowen Tan , and Kai Yu

    In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020 , Oct 2020
27. Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders

    Yanbin Zhao , Lu Chen , Zhi Chen , and Kai Yu

    In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020 , Oct 2020
28. Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks

    Yanbin Zhao , Lu Chen , Zhi Chen , Ruisheng Cao , Su Zhu , and Kai Yu

    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020 , Oct 2020
29. Neural Graph Matching Networks for Chinese Short Text Matching

    Lu Chen, Yanbin Zhao , Boer Lyu , Lesheng Jin , Zhi Chen , Su Zhu , and Kai Yu

    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020 , Oct 2020
30. Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing

    Ruisheng Cao , Su Zhu , Chenyu Yang , Chen Liu , Rao Ma , Yanbin Zhao , Lu Chen, and Kai Yu

    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020 , Oct 2020
31. Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking

    Su Zhu , Jieyu Li , Lu Chen, and Kai Yu

    In Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020 , Oct 2020
32. Duration Robust Weakly Supervised Sound Event Detection

    Heinrich Dinkel , and Kai Yu

    In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
33. Investigation of Specaugment for Deep Speaker Embedding Learning

    Shuai Wang , Johan Rohdin , Oldrich Plchot , Lukás Burget , Kai Yu, and Jan Cernocký

    In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
34. Speaker Augmentation for Low Resource Speech Recognition

    Chenpeng Du , and Kai Yu

    In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
35. Neural Lattice Search for Speech Recognition

    Rao Ma , Hao Li , Qi Liu , Lu Chen, and Kai Yu

    In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
36. A Hierarchical Tracker for Multi-Domain Dialogue State Tracking

    Jieyu Li , Su Zhu , and Kai Yu

    In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
37. Addressing the Polysemy Problem in Language Modeling with Attentional Multi-Sense Embeddings

    Rao Ma , Lesheng Jin , Qi Liu , Lu Chen, and Kai Yu

    In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 , Oct 2020
38. CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs

    Han Zhao , Weihao Cui , Quan Chen , Jingwen Leng , Kai Yu, Deze Zeng , Chao Li , and Minyi Guo

    In 40th IEEE International Conference on Distributed Computing Systems, ICDCS 2020, Singapore, November 29 - December 1, 2020 , Oct 2020
39. Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding

    Chen Liu , Su Zhu , Zijian Zhao , Ruisheng Cao , Lu Chen, and Kai Yu

    In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 , Oct 2020
40. Memory Attention Neural Network for Multi-domain Dialogue State Tracking

    Zihan Xu , Zhi Chen , Lu Chen , Su Zhu , and Kai Yu

    In Natural Language Processing and Chinese Computing - 9th CCF International Conference, NLPCC 2020, Zhengzhou, China, October 14-18, 2020, Proceedings, Part I , Oct 2020
41. Robust Spoken Language Understanding with RL-Based Value Error Recovery

    Chen Liu , Su Zhu , Lu Chen, and Kai Yu

    In Natural Language Processing and Chinese Computing - 9th CCF International Conference, NLPCC 2020, Zhengzhou, China, October 14-18, 2020, Proceedings, Part I , Oct 2020
42. An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models

    Zihan Zhao , Yuncong Liu , Lu Chen, Qi Liu , Rao Ma , and Kai Yu

    In Natural Language Processing and Chinese Computing - 9th CCF International Conference, NLPCC 2020, Zhengzhou, China, October 14-18, 2020, Proceedings, Part I , Oct 2020
43. An Investigation on Deep Learning with Beta Stabilizer

    Qi Liu , Tian Tan , and Kai Yu

    CoRR, Oct 2020
44. Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding

    Su Zhu , Ruisheng Cao , Lu Chen, and Kai Yu

    CoRR, Oct 2020
45. Deep Reinforcement Learning for On-line Dialogue State Tracking

    Zhi Chen , Lu Chen, Xiang Zhou , and Kai Yu

    CoRR, Oct 2020
46. Structured Hierarchical Dialogue Policy with Graph Neural Networks

    Zhi Chen , Xiaoyuan Liu , Lu Chen, and Kai Yu

    CoRR, Oct 2020
47. Dual Learning for Dialogue State Tracking

    Zhi Chen , Lu Chen, Yanbin Zhao , Su Zhu , and Kai Yu

    CoRR, Oct 2020
48. CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking

    Zhi Chen , Lu Chen, Zihan Xu , Yanbin Zhao , Su Zhu , and Kai Yu

    CoRR, Oct 2020

2019

1. Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem

   Yanmin Qian , Chao Weng , Xuankai Chang , Shuai Wang , and Dong Yu

   Frontiers Inf. Technol. Electron. Eng., Oct 2019
2. Binary neural networks for speech recognition

   Yanmin Qian , and Xu Xiang

   Frontiers Inf. Technol. Electron. Eng., Oct 2019
3. Data augmentation using generative adversarial networks for robust speech recognition

   Yanmin Qian , Hu Hu , and Tian Tan

   Speech Commun., Oct 2019
4. Discriminative Neural Embedding Learning for Short-Duration Text-Independent Speaker Verification

   Shuai Wang , Zili Huang , Yanmin Qian , and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2019
5. Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

   Xu Xiang , Shuai Wang , Houjun Huang , Yanmin Qian , and Kai Yu

   In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019, Lanzhou, China, November 18-21, 2019 , Oct 2019
6. GANs for Children: A Generative Data Augmentation Strategy for Children Speech Recognition

   Peiyao Sheng , Zhuolin Yang , and Yanmin Qian

   In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019, Singapore, December 14-18, 2019 , Oct 2019
7. MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition

   Xuankai Chang , Wangyou Zhang , Yanmin Qian , Jonathan Le Roux , and Shinji Watanabe

   In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019, Singapore, December 14-18, 2019 , Oct 2019
8. Exploring Model Units and Training Strategies for End-to-End Speech Recognition

   Mingkun Huang , Yizhou Lu , Lan Wang , Yanmin Qian , and Kai Yu

   In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019, Singapore, December 14-18, 2019 , Oct 2019
9. End-to-End Overlapped Speech Detection and Speaker Counting with Raw Waveform

   Wangyou Zhang , Man Sun , Lan Wang , and Yanmin Qian

   In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019, Singapore, December 14-18, 2019 , Oct 2019
10. Knowledge Distillation for Small Foot-print Deep Speaker Embedding

    Shuai Wang , Yexin Yang , Tianzhe Wang , Yanmin Qian , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019 , Oct 2019
11. End-to-end Monaural Multi-speaker ASR System without Pretraining

    Xuankai Chang , Yanmin Qian , Kai Yu, and Shinji Watanabe

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019 , Oct 2019
12. The SJTU Robust Anti-Spoofing System for the ASVspoof 2019 Challenge

    Yexin Yang , Hongji Wang , Heinrich Dinkel , Zhengyang Chen , Shuai Wang , Yanmin Qian , and Kai Yu

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
13. On the Usage of Phonetic Information for Text-Independent Speaker Embedding Extraction

    Shuai Wang , Johan Rohdin , Lukás Burget , Oldrich Plchot , Yanmin Qian , Kai Yu, and Jan Cernocký

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
14. Data Augmentation Using Variational Autoencoder for Embedding Based Speaker Verification

    Zhanghao Wu , Shuai Wang , Yanmin Qian , and Kai Yu

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
15. Joint Decoding of CTC Based Systems for Speech Recognition

    Jiaqi Guo , Yongbin You , Yanmin Qian , and Kai Yu

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
16. Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System

    Wangyou Zhang , Xuankai Chang , and Yanmin Qian

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
17. Robust DOA Estimation Based on Convolutional Neural Network and Time-Frequency Masking

    Wangyou Zhang , Ying Zhou , and Yanmin Qian

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
18. Cross-Domain Replay Spoofing Attack Detection Using Domain Adversarial Training

    Hongji Wang , Heinrich Dinkel , Shuai Wang , Yanmin Qian , and Kai Yu

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
19. Prosody Usage Optimization for Children Speech Recognition with Zero Resource Children Speech

    Chenda Li , and Yanmin Qian

    In Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019 , Oct 2019
20. Audio Caption: Listen and Tell

    Mengyue Wu, Heinrich Dinkel , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019 , Oct 2019
21. Text-based Depression Detection: What Triggers An Alert

    Heinrich Dinkel , Mengyue Wu, and Kai Yu

    CoRR, Oct 2019
22. What does a Car-ssette tape tell?

    Xuenan Xu , Heinrich Dinkel , Mengyue Wu, and Kai Yu

    CoRR, Oct 2019
23. AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning

    Lu Chen , Zhi Chen , Bowen Tan , Sishan Long , Milica Gasic , and Kai Yu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2019
24. Semantic Parsing with Dual Learning

    Ruisheng Cao , Su Zhu , Chen Liu , Jieyu Li , and Kai Yu

    In Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers , Oct 2019
25. Highly Efficient Neural Network Language Model Compression Using Soft Binarization Training

    Rao Ma , Qi Liu , and Kai Yu

    In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019, Singapore, December 14-18, 2019 , Oct 2019
26. Data Augmentation with Atomic Templates for Spoken Language Understanding

    Zijian Zhao , Su Zhu , and Kai Yu

    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019 , Oct 2019
27. A Hierarchical Decoding Model for Spoken Language Understanding from Unaligned Data

    Zijian Zhao , Su Zhu , and Kai Yu

    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019 , Oct 2019
28. CATSLU: The 1st Chinese Audio-Textual Spoken Language Understanding Challenge

    Su Zhu , Zijian Zhao , Tiejun Zhao , Chengqing Zong , and Kai Yu

    In International Conference on Multimodal Interaction, ICMI 2019, Suzhou, China, October 14-18, 2019 , Oct 2019
29. Robust Spoken Language Understanding with Acoustic and Domain Knowledge

    Hao Li , Chen Liu , Su Zhu , and Kai Yu

    In International Conference on Multimodal Interaction, ICMI 2019, Suzhou, China, October 14-18, 2019 , Oct 2019
30. Cross Aggregation of Multi-head Attention for Neural Machine Translation

    Juncheng Cao , Hai Zhao , and Kai Yu

    In Natural Language Processing and Chinese Computing - 8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9-14, 2019, Proceedings, Part I , Oct 2019
31. International Conference on Multimodal Interaction, ICMI 2019, Suzhou, China, October 14-18, 2019

    Oct 2019

2018

1. Past review, current progress, and challenges ahead on the cocktail party problem

   Yanmin Qian , Chao Weng , Xuankai Chang , Shuai Wang , and Dong Yu

   Frontiers Inf. Technol. Electron. Eng., Oct 2018
2. Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem

   Yanmin Qian , Chao Weng , Xuankai Chang , Shuai Wang , and Dong Yu

   Frontiers Inf. Technol. Electron. Eng., Oct 2018
3. Sequence discriminative training for deep learning based acoustic keyword spotting

   Zhehuai Chen , Yanmin Qian , and Kai Yu

   Speech Commun., Oct 2018
4. Single-channel multi-talker speech recognition with permutation invariant training

   Yanmin Qian , Xuankai Chang , and Dong Yu

   Speech Commun., Oct 2018
5. Adaptive Very Deep Convolutional Residual Network for Noise Robust Speech Recognition

   Tian Tan , Yanmin Qian , Hu Hu , Ying Zhou , Wen Ding , and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2018
6. Investigating Raw Wave Deep Neural Networks for End-to-End Speaker Spoofing Detection

   Heinrich Dinkel , Yanmin Qian , and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2018
7. Robust Mask Estimation By Integrating Neural Network-Based and Clustering-Based Approaches for Adaptive Acoustic Beamforming

   Ying Zhou , and Yanmin Qian

   In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
8. Knowledge Transfer in Permutation Invariant Training for Single-Channel Multi-Talker Speech Recognition

   Tian Tan , Yanmin Qian , and Dong Yu

   In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
9. Joint I-Vector with End-to-End System for Short Duration Text-Independent Speaker Verification

   Zili Huang , Shuai Wang , and Yanmin Qian

   In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
10. Generative Adversarial Networks Based Data Augmentation for Noise Robust Speech Recognition

    Hu Hu , Tian Tan , and Yanmin Qian

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
11. Focal Kl-Divergence Based Dilated Convolutional Neural Networks for Co-Channel Speaker Identification

    Shuai Wang , Yanmin Qian , and Kai Yu

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
12. Noise Robust Speech Recognition on Aurora4 by Humans and Machines

    Yanmin Qian , Tian Tan , Hu Hu , and Qi Liu

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
13. Fast Adaptation on Deepmixture Generative Network Based Acoustic Modeling

    Wen Ding , Tian Tan , and Yanmin Qian

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
14. Adaptive Permutation Invariant Training with Auxiliary Information for Monaural Multi-Talker Speech Recognition

    Xuankai Chang , Yanmin Qian , and Dong Yu

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
15. Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation

    Lianwu Chen , Meng Yu , Yanmin Qian , Dan Su , and Dong Yu

    In Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018 , Oct 2018
16. Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures

    Jun Wang , Jie Chen , Dan Su , Lianwu Chen , Meng Yu , Yanmin Qian , and Dong Yu

    In Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018 , Oct 2018
17. Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks

    Xuankai Chang , Yanmin Qian , and Dong Yu

    In Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018 , Oct 2018
18. Knowledge Distillation for Sequence Model

    Mingkun Huang , Yongbin You , Zhehuai Chen , Yanmin Qian , and Kai Yu

    In Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018 , Oct 2018
19. Covariance Based Deep Feature for Text-Dependent Speaker Verification

    Shuai Wang , Heinrich Dinkel , Yanmin Qian , and Kai Yu

    In Intelligence Science and Big Data Engineering - 8th International Conference, IScIDE 2018, Lanzhou, China, August 18-19, 2018, Revised Selected Papers , Oct 2018
20. Data Augmentation using Conditional Generative Adversarial Networks for Robust Speech Recognition

    Peiyao Sheng , Zhuolin Yang , Hu Hu , Tian Tan , and Yanmin Qian

    In 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018, Taipei City, Taiwan, November 26-29, 2018 , Oct 2018
21. Deep Discriminant Analysis for i-vector Based Robust Speaker Recognition

    Shuai Wang , Zili Huang , Yanmin Qian , and Kai Yu

    In 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018, Taipei City, Taiwan, November 26-29, 2018 , Oct 2018
22. Generative Adversarial Networks based X-vector Augmentation for Robust Probabilistic Linear Discriminant Analysis in Speaker Verification

    Yexin Yang , Shuai Wang , Man Sun , Yanmin Qian , and Kai Yu

    In 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018, Taipei City, Taiwan, November 26-29, 2018 , Oct 2018
23. Rich Short Text Conversation Using Semantic-Key-Controlled Sequence Generation

    Kai Yu, Zijian Zhao , Xueyang Wu , Hongtao Lin , and Xuan Liu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2018
24. Structured Dialogue Policy with Graph Neural Networks

    Lu Chen, Bowen Tan , Sishan Long , and Kai Yu

    In Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018 , Oct 2018
25. Towards Universal Dialogue State Tracking

    Liliang Ren , Kaige Xie , Lu Chen, and Kai Yu

    In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018 , Oct 2018
26. On Modular Training of Neural Acoustics-to-Word Model for LVCSR

    Zhehuai Chen , Qi Liu , Hao Li , and Kai Yu

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
27. Semi-Supervised Training Using Adversarial Multi-Task Learning for Spoken Language Understanding

    Ouyu Lan , Su Zhu , and Kai Yu

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
28. Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management

    Lu Chen, Cheng Chang , Zhi Chen , Bowen Tan , Milica Gasic , and Kai Yu

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
29. Robust Spoken Language Understanding with Unsupervised ASR-Error Adaptation

    Su Zhu , Ouyu Lan , and Kai Yu

    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 , Oct 2018
30. MLN: Moment localization Network and Samples Selection for Moment Retrieval

    Bo Huang , Ya Zhang , and Kai Yu

    In Proceedings of the 2nd International Conference on Video and Image Processing, ICVIP 2018, Hong Kong, China, December 29-31, 2018 , Oct 2018
31. Angular Softmax for Short-Duration Text-independent Speaker Verification

    Zili Huang , Shuai Wang , and Kai Yu

    In Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018 , Oct 2018
32. Joint Spoken Language Understanding and Domain Adaptive Language Modeling

    Huifeng Zhang , Su Zhu , Shuai Fan , and Kai Yu

    In Intelligence Science and Big Data Engineering - 8th International Conference, IScIDE 2018, Lanzhou, China, August 18-19, 2018, Revised Selected Papers , Oct 2018
33. Binarized LSTM Language Model

    Xuan Liu , Di Cao , and Kai Yu

    In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers) , Oct 2018
34. Cost-Sensitive Active Learning for Dialogue State Tracking

    Kaige Xie , Cheng Chang , Liliang Ren , Lu Chen, and Kai Yu

    In Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, Melbourne, Australia, July 12-14, 2018 , Oct 2018
35. Concept Transfer Learning for Adaptive Language Understanding

    Su Zhu , and Kai Yu

    In Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, Melbourne, Australia, July 12-14, 2018 , Oct 2018
36. Intelligence Science and Big Data Engineering - 8th International Conference, IScIDE 2018, Lanzhou, China, August 18-19, 2018, Revised Selected Papers

    Oct 2018

2017

1. Phone Synchronous Speech Recognition With CTC Lattices

   Zhehuai Chen , Yimeng Zhuang , Yanmin Qian , and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2017
2. Deep Feature Engineering for Noise Robust Spoofing Detection

   Yanmin Qian , Nanxin Chen , Heinrich Dinkel , and Zhizheng Wu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2017
3. Integrating online i-vector into GMM-UBM for text-dependent speaker verification

   Xiaowei Jiang , Shuai Wang , Xu Xiang , and Yanmin Qian

   In 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017, Kuala Lumpur, Malaysia, December 12-15, 2017 , Oct 2017
4. Future vector enhanced LSTM language model for LVCSR

   Qi Liu , Yanmin Qian , and Kai Yu

   In 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017, Okinawa, Japan, December 16-20, 2017 , Oct 2017
5. Multi-view LSTM Language Model with Word-Synchronized Auxiliary Feature for LVCSR

   Yue Wu , Tianxing He , Zhehuai Chen , Yanmin Qian , and Kai Yu

   In Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 16th China National Conference, CCL 2017, - and - 5th International Symposium, NLP-NABD 2017, Nanjing, China, October 13-15, 2017, Proceedings , Oct 2017
6. End-to-end spoofing detection with raw waveform CLDNNS

   Heinrich Dinkel , Nanxin Chen , Yanmin Qian , and Kai Yu

   In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 , Oct 2017
7. Small-footprint convolutional neural network for spoofing detection

   Heinrich Dinkel , Yanmin Qian , and Kai Yu

   In 2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017 , Oct 2017
8. Binary Deep Neural Networks for Speech Recognition

   Xu Xiang , Yanmin Qian , and Kai Yu

   In Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 , Oct 2017
9. What Does the Speaker Embedding Encode?

   Shuai Wang , Yanmin Qian , and Kai Yu

   In Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 , Oct 2017
10. Recognizing Multi-Talker Speech with Permutation Invariant Training

    Dong Yu , Xuankai Chang , and Yanmin Qian

    In Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 , Oct 2017
11. A Unified Confidence Measure Framework Using Auxiliary Normalization Graph

    Zhehuai Chen , Yanmin Qian , and Kai Yu

    In Intelligence Science and Big Data Engineering - 7th International Conference, IScIDE 2017, Dalian, China, September 22-23, 2017, Proceedings , Oct 2017
12. Adaptation of Deep Neural Network Acoustic Models for Robust Automatic Speech Recognition

    Khe Chai Sim , Yanmin Qian , Gautam Mantena , Lahiru Samarakoon , Souvik Kundu , and Tian Tan

    In New Era for Robust Speech Recognition, Exploiting Deep Learning , Oct 2017
13. On-line Dialogue Policy Learning with Companion Teaching

    Lu Chen, Runzhe Yang , Cheng Chang , Zihao Ye , Xiang Zhou , and Kai Yu

    In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 2: Short Papers , Oct 2017
14. Affordable On-line Dialogue Policy Learning

    Cheng Chang , Runzhe Yang , Lu Chen, Xiang Zhou , and Kai Yu

    In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017 , Oct 2017
15. Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning

    Lu Chen, Xiang Zhou , Cheng Chang , Runzhe Yang , and Kai Yu

    In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017 , Oct 2017
16. Confidence measures for CTC-based phone synchronous decoding

    Zhehuai Chen , Yimeng Zhuang , and Kai Yu

    In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 , Oct 2017
17. Encoder-decoder with focus-mechanism for sequence labelling based spoken language understanding

    Su Zhu , and Kai Yu

    In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 , Oct 2017
18. Discrete Duration Model for Speech Synthesis

    Bo Chen , Tianling Bian , and Kai Yu

    In Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 , Oct 2017
19. Deep Attentive Structured Language Model Based on LSTM

    Di Cao , and Kai Yu

    In Intelligence Science and Big Data Engineering - 7th International Conference, IScIDE 2017, Dalian, China, September 22-23, 2017, Proceedings , Oct 2017
20. splab at the NTCIR-13 STC-2 Task

    Xuan Liu , Xueyang Wu , Ruinian Chen , Zijian Zhao , Hongtao Lin , and Kai Yu

    In The 13th NTCIR Conference, Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, December 5-8, 2017 , Oct 2017

2016

1. Deep features for automatic spoofing detection

   Yanmin Qian , Nanxin Chen , and Kai Yu

   Speech Commun., Oct 2016
2. Cluster Adaptive Training for Deep Neural Network Based Acoustic Model

   Tian Tan , Yanmin Qian , and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2016
3. Neural Network Based Multi-Factor Aware Joint Training for Robust Speech Recognition

   Yanmin Qian , Tian Tan , and Dong Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2016
4. Very Deep Convolutional Neural Networks for Noise Robust Speech Recognition

   Yanmin Qian , Mengxiao Bi , Tian Tan , and Kai Yu

   IEEE ACM Trans. Audio Speech Lang. Process., Oct 2016
5. Overview of BTAS 2016 speaker anti-spoofing competition

   Pavel Korshunov , Sébastien Marcel , Hannah Muckenhirn , André R. Gonçalves , A. G. Souza Mello , Ricardo Paranhos Velloso Violato , Flávio Olmos Simões , M. U. Neto , Marcus Assis Angeloni , José Augusto Stuchi , Heinrich Dinkel , Nanxin Chen , Yanmin Qian , Dipjyoti Paul , Goutam Saha , and Md. Sahidullah

   In 8th IEEE International Conference on Biometrics Theory, Applications and Systems, BTAS 2016, Niagara Falls, NY, USA, September 6-9, 2016 , Oct 2016
6. Joint acoustic factor learning for robust deep neural network based automatic speech recognition

   Souvik Kundu , Gautam Mantena , Yanmin Qian , Tian Tan , Marc Delcroix , and Khe Chai Sim

   In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 , Oct 2016
7. Speaker-aware training of LSTM-RNNS for acoustic modelling

   Tian Tan , Yanmin Qian , Dong Yu , Souvik Kundu , Liang Lu , Khe Chai Sim , Xiong Xiao , and Yu Zhang

   In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 , Oct 2016
8. Improved DNN-based segmentation for multi-genre broadcast audio

   Linlin Wang , Chao Zhang , Philip C. Woodland , Mark J. F. Gales , Panagiota Karanasou , Pierre Lanchantin , Xunying Liu , and Yanmin Qian

   In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 , Oct 2016
9. An investigation into using parallel data for far-field speech recognition

   Yanmin Qian , Tian Tan , and Dong Yu

   In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 , Oct 2016
10. Integrated adaptation with multi-factor joint-learning for far-field speech recognition

    Yanmin Qian , Tian Tan , Dong Yu , and Yu Zhang

    In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 , Oct 2016
11. Unrestricted Vocabulary Keyword Spotting Using LSTM-CTC

    Yimeng Zhuang , Xuankai Chang , Yanmin Qian , and Kai Yu

    In Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016 , Oct 2016
12. Multi-task joint-learning for robust voice activity detection

    Yimeng Zhuang , Sibo Tong , Maofan Yin , Yanmin Qian , and Kai Yu

    In 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016, Tianjin, China, October 17-20, 2016 , Oct 2016
13. Very deep convolutional neural networks for robust speech recognition

    Yanmin Qian , and Philip C. Woodland

    In 2016 IEEE Spoken Language Technology Workshop, SLT 2016, San Diego, CA, USA, December 13-16, 2016 , Oct 2016
14. Evolvable dialogue state tracking for statistical dialogue management

    Kai Yu, Lu Chen, Kai Sun , Qizhe Xie , and Su Zhu

    Frontiers Comput. Sci., Oct 2016
15. Discriminatively trained joint speaker and environment representations for adaptation of deep neural network acoustic models

    Maofan Yin , Sunil Sivadas , Kai Yu, and Bin Ma

    In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 , Oct 2016
16. A comparative study of robustness of deep learning approaches for VAD

    Sibo Tong , Hao Gu , and Kai Yu

    In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 , Oct 2016
17. Phone Synchronous Decoding with CTC Lattice

    Zhehuai Chen , Wei Deng , Tao Xu , and Kai Yu

    In Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016 , Oct 2016
18. Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues

    Kai Sun , Su Zhu , Lu Chen, Siqiu Yao , Xueyang Wu , and Kai Yu

    In Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016 , Oct 2016
19. On training bi-directional neural network language model with noise contrastive estimation

    Tianxing He , Yu Zhang , Jasha Droppo , and Kai Yu

    In 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016, Tianjin, China, October 17-20, 2016 , Oct 2016
20. Rich punctuations prediction using large-scale deep learning

    Xueyang Wu , Su Zhu , Yue Wu , and Kai Yu

    In 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016, Tianjin, China, October 17-20, 2016 , Oct 2016
21. Directed automatic speech transcription error correction using bidirectional LSTM

    Da Zheng , Zhehuai Chen , Yue Wu , and Kai Yu

    In 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016, Tianjin, China, October 17-20, 2016 , Oct 2016
22. The splab at the NTCIR-12 Short Text Conversation Task

    Ke Wu , Xuan Liu , and Kai Yu

    In Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, June 7-10, 2016 , Oct 2016

2015

1. Deep feature for text-dependent speaker verification

   Yuan Liu , Yanmin Qian , Nanxin Chen , Tianfan Fu , Ya Zhang , and Kai Yu

   Speech Commun., Oct 2015
2. Multi-task joint-learning of deep neural networks for robust speech recognition

   Yanmin Qian , Maofan Yin , Yongbin You , and Kai Yu

   In 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015, Scottsdale, AZ, USA, December 13-17, 2015 , Oct 2015
3. Cambridge university transcription systems for the multi-genre broadcast challenge

   Philip C. Woodland , Xunying Liu , Yanmin Qian , Chao Zhang , Mark J. F. Gales , Penny Karanasou , Pierre Lanchantin , and Linlin Wang

   In 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015, Scottsdale, AZ, USA, December 13-17, 2015 , Oct 2015
4. The development of the cambridge university alignment systems for the multi-genre broadcast challenge

   Pierre Lanchantin , Mark J. F. Gales , Penny Karanasou , Xunying Liu , Yanmin Qian , Linlin Wang , Philip C. Woodland , and Chao Zhang

   In 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015, Scottsdale, AZ, USA, December 13-17, 2015 , Oct 2015
5. Speaker diarisation and longitudinal linking in multi-genre broadcast data

   Penny Karanasou , Mark J. F. Gales , Pierre Lanchantin , Xunying Liu , Yanmin Qian , Linlin Wang , Philip C. Woodland , and Chao Zhang

   In 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015, Scottsdale, AZ, USA, December 13-17, 2015 , Oct 2015
6. Local trajectory based speech enhancement for robust speech recognition with deep neural network

   Yongbin You , Yanmin Qian , and Kai Yu

   In IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015, Chengdu, China, July 12-15, 2015 , Oct 2015
7. An investigation on DNN-derived bottleneck features for GMM-HMM based robust speech recognition

   Yongbin You , Yanmin Qian , Tianxing He , and Kai Yu

   In IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015, Chengdu, China, July 12-15, 2015 , Oct 2015
8. Cluster adaptive training for deep neural network

   Tian Tan , Yanmin Qian , Maofan Yin , Yimeng Zhuang , and Kai Yu

   In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015 , Oct 2015
9. A novel static parameter calculation method for model compensation

   Suliang Bu , Yunxin Zhao , Yanmin Qian , and Kai Yu

   In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015 , Oct 2015
10. Recurrent neural network language model with structured word embeddings for speech recognition

    Tianxing He , Xu Xiang , Yanmin Qian , and Kai Yu

    In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015 , Oct 2015
11. Automatic model redundancy reduction for fast back-propagation for deep neural networks in speech recognition

    Yanmin Qian , Tianxing He , Wei Deng , and Kai Yu

    In 2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015 , Oct 2015
12. Multi-task learning for text-dependent speaker verification

    Nanxin Chen , Yanmin Qian , and Kai Yu

    In INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015 , Oct 2015
13. Robust deep feature for spoofing detection - the SJTU system for ASVspoof 2015 challenge

    Nanxin Chen , Yanmin Qian , Heinrich Dinkel , Bo Chen , and Kai Yu

    In INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015 , Oct 2015
14. Very deep convolutional neural networks for LVCSR

    Mengxiao Bi , Yanmin Qian , and Kai Yu

    In INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015 , Oct 2015
15. Paragraph vector based topic model for language model adaptation

    Wengong Jin , Tianxing He , Yanmin Qian , and Kai Yu

    In INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015 , Oct 2015
16. Constrained Markov Bayesian Polynomial for Efficient Dialogue State Tracking

    Kai Yu, Kai Sun , Lu Chen , and Su Zhu

    IEEE ACM Trans. Audio Speech Lang. Process., Oct 2015
17. An investigation of context clustering for statistical speech synthesis with deep neural network

    Bo Chen , Zhehuai Chen , Jiachen Xu , and Kai Yu

    In INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015 , Oct 2015
18. Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers

    Qizhe Xie , Kai Sun , Su Zhu , Lu Chen, and Kai Yu

    In Proceedings of the SIGDIAL 2015 Conference, The 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2-4 September 2015, Prague, Czech Republic , Oct 2015
19. Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management

    Lu Chen, Pei-Hao Su , and Milica Gasic

    In Proceedings of the SIGDIAL 2015 Conference, The 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2-4 September 2015, Prague, Czech Republic , Oct 2015

2014

1. Stochastic data sweeping for fast DNN training

   Wei Deng , Yanmin Qian , Yuchen Fan , Tianfan Fu , and Kai Yu

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014 , Oct 2014
2. Reshaping deep neural network for fast decoding by node-pruning

   Tianxing He , Yuchen Fan , Yanmin Qian , Tian Tan , and Kai Yu

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014 , Oct 2014
3. Second order vector taylor series based robust speech recognition

   Suliang Bu , Yanmin Qian , Khe Chai Sim , Yongbin You , and Kai Yu

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014 , Oct 2014
4. Speaker verification with deep features

   Yuan Liu , Tianfan Fu , Yuchen Fan , Yanmin Qian , and Kai Yu

   In 2014 International Joint Conference on Neural Networks, IJCNN 2014, Beijing, China, July 6-11, 2014 , Oct 2014
5. Tandem deep features for text-dependent speaker verification

   Tianfan Fu , Yanmin Qian , Yuan Liu , and Kai Yu

   In INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014 , Oct 2014
6. A novel dynamic parameters calculation approach for model compensation

   Suliang Bu , Yanmin Qian , and Kai Yu

   In INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014 , Oct 2014
7. Acoustic emotion recognition using deep neural network

   Jianwei Niu , Yanmin Qian , and Kai Yu

   In The 9th International Symposium on Chinese Spoken Language Processing, Singapore, September 12-14, 2014 , Oct 2014
8. The SJTU System for Dialog State Tracking Challenge 2

   Kai Sun , Lu Chen , Su Zhu , and Kai Yu

   In Proceedings of the SIGDIAL 2014 Conference, The 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 18-20 June 2014, Philadelphia, PA, USA , Oct 2014
9. A generalized rule based tracker for dialogue state tracking

   Kai Sun , Lu Chen , Su Zhu , and Kai Yu

   In 2014 IEEE Spoken Language Technology Workshop, SLT 2014, South Lake Tahoe, NV, USA, December 7-10, 2014 , Oct 2014
10. Semantic parser enhancement for dialogue domain extension with little data

    Su Zhu , Lu Chen, Kai Sun , Da Zheng , and Kai Yu

    In 2014 IEEE Spoken Language Technology Workshop, SLT 2014, South Lake Tahoe, NV, USA, December 7-10, 2014 , Oct 2014

2013

1. Combination of data borrowing strategies for low-resource LVCSR

   Yanmin Qian , Kai Yu, and Jia Liu

   In 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, Olomouc, Czech Republic, December 8-12, 2013 , Oct 2013
2. MLP-HMM two-stage unsupervised training for low-resource languages on conversational telephone speech recognition

   Yanmin Qian , and Jia Liu

   In INTERSPEECH 2013, 14th Annual Conference of the International Speech Communication Association, Lyon, France, August 25-29, 2013 , Oct 2013
3. A New Word Language Model Evaluation Metric for Character Based Languages

   Peilu Wang , Ruihua Sun , Hai Zhao , and Kai Yu

   In Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013. Proceedings , Oct 2013

2012

1. Introduction to the Issue on Advances in Spoken Dialogue Systems and Mobile Interface

   Jason D. Williams , Kai Yu, Brahim Chaib-draa , Oliver Lemon , Roberto Pieraccini , Olivier Pietquin , Pascal Poupart , and Steve J. Young

   IEEE J. Sel. Top. Signal Process., Oct 2012
2. ICMI’12 grand challenge: haptic voice recognition

   Khe Chai Sim , Shengdong Zhao , Kai Yu, and Hank Liao

   In International Conference on Multimodal Interaction, ICMI ’12, Santa Monica, CA, USA, October 22-26, 2012 , Oct 2012
3. Development of the 2012 SJTU HVR system

   Hainan Xu , Yuchen Fan , and Kai Yu

   In International Conference on Multimodal Interaction, ICMI ’12, Santa Monica, CA, USA, October 22-26, 2012 , Oct 2012