基于端到端深度学习框架的文本无关副语言语音属性识别研究

61773413
2017
F0605.模式识别与数据挖掘
李明
面上项目
研究员
昆山杜克大学
60万元
声纹识别;语种识别;情感识别;端到端深度学习;副语言信息识别
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Unsupervised query by example spoken term detection using features concatenated with Self-Organizing Map distances 会议论文 Haiwei Wu;Ming Li;Zexin Cai;Haibin Zhong
2 Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System 会议论文 Weicheng Cai;Jinkun Chen;Ming Li
3 String Stability Analysis for Vehicle Platooning under Unreliable Communication Links with Event-Triggered Strategy 期刊论文 Zhicheng Li;Bin Hu;Ming Li;Gengnan Luo
4 End-to-end Language Identification using NetFV and NetVLAD 会议论文 Jinkun Chen;Weicheng Cai;Danwei Cai;Zexin Cai;Haibin Zhong;Ming Li
5 A NOVEL LEARNABLE DICTIONARY ENCODING LAYER FOR END-TO-END LANGUAGE IDENTIFICATION 会议论文 Cai Weicheng;Cai Zexin;Zhang Xiang;Wang Xiaoqi;Li Ming
6 UTTERANCE-LEVEL END-TO-END LANGUAGE IDENTIFICATION USING ATTENTION-BASED CNN-BLSTM 会议论文 Cai Weicheng;Cai Danwei;Huang Shen;Li Ming
7 Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation 会议论文 Li Tingle;Chen Jiawei;Hou Haowen;Li Ming
8 DKU-Tencent Submission to Oriental Language Recognition AP18-OLR Challenge 会议论文 Haiwei Wu;Weicheng Cai;Ming Li;Ji Gao;Shanshan Zhang;Zhiqiang Lyu;Shen Huang
9 An automated assessment framework for atypical prosody and stereotyped idiosyncratic phrases related to autism spectrum disorder 期刊论文 Li Ming;Tang Dengke;Zeng Junlin;Zhou Tianyan;Zhu Huilin;Chen Biyuan;Zou Xiaobing
10 刻板特异用语检测系统、方法、计算机设备和存储介质 专利 李明;邹小兵
11 基于联合学习身份和情感信息的面部表情识别方法 专利 李明;邹小兵
12 Acoustic Word Embedding on Code-switching Query by Example Spoken Term Detection 会议论文 Ma Murong;Wu Haiwei;Wang Xuyang;Yang Lin;Wang Junjie;Li Ming
13 Facial Expression Recognition with Identity and Emotion Joint Learning 期刊论文 Ming Li;Hao Xu;Xingchang Huang;Zhanmei Song;Xiaolin Liu;Xin Li
14 Discriminative Dictionary Learning for Autism Spectrum Disorder Identification 期刊论文 Wenbo Liu;Ming Li;Xiaobing Zou;Bhiksha Raj
15 基于非社会性声音刺激行为范式的孤独症初级筛查装置 专利 李明;邹小兵
16 DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team 会议论文 Lin Qingjian;Cai Weicheng;Yang Lin;Wang Junjie;Zhang Jun;Li Ming
17 LSTM based Similarity Measurement with Spectral Clustering for Speaker Diarization 会议论文 Qinjian Lin;Ruiqing Yin;Ming Li;Herve Bredin;Claude Barras
18 Our Learned Lessons from Cross-Lingual Speaker Verification: The CRMI-DKU System Description for the Short-duration Speaker Verification Challenge 2021 会议论文 Xiaoyi Qin;Chao Wang;Yong Ma;Min Liu;Shilei Zhang;Ming Li
19 Atss-Net: Target Speaker Separation via Attention-based Neural Network 会议论文 Tingle Li;Qingjian Lin;Yuanyuan Bao;Ming Li
20 The DKU Speech Activity Detection and Speaker Identification Systems for Fearless Steps Challenge Phase-02 会议论文 Lin Qingjian;Li Tingle;Li Ming
21 The DKU-LENOVO Systems for the INTERSPEECH 2019 Computational Paralinguistic Challenge 会议论文 Haiwei Wu;Weiqing Wang;Ming Li
22 On-the-Fly Data Loader and Utterance-Level Aggregation for Speaker and Language Recognition 期刊论文 Cai Weicheng;Chen Jinkun;Zhang Jun;Li Ming
23 Deep Speaker Embeddings with Convolutional Neural Network on Supervector for Text-Independent Speaker Recognition 会议论文 Danwei Cai;Zexin Cai;Ming Li
24 The INTERSPEECH 2020 Far-Field Speaker Verification Challenge 会议论文 Xiaoyi Qin;Ming Li;Hui Bu;Wei Rao;Rohan Kumar Das;Shrikanth Narayanan;Haizhou Li
25 The DKU-JNU-EMA Electromagnetic Articulography Database on Mandarin and Chinese Dialects with Tandem Feature based Acoustic-to-Articulatory Inversion 会议论文 Zexin Cai;Xiaoyi Qin;Danwei Cai;Ming Li;Xinzhong Liu;Haibin Zhong
26 Deep Neural Networks with Batch Speaker Normalization for Intoxicated Speech Detection 会议论文 Weiqing Wang;Haiwei Wu;Ming Li
27 Far-Field End-to-End Text-Dependent Speaker Verification based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation 会议论文 Xiaoyi Qin;Danwei Cai;Ming Li
28 Fixation Based Object Recognition in Autism Clinic Setting 会议论文 Sheng Sun;Shuangmei Li;Wenbo Liu;Xiaobing Zou;Ming Li
29 STCAM: Spatial-Temporal and Channel Attention Module for Dynamic Facial Expression Recognition 期刊论文 Chen Weicong;Zhang Dong;Li Ming;Lee Dah-Jye
30 A Unified Deep Speaker Embedding Framework for Mixed-Bandwidth Speech Data 会议论文 Weicheng Cai;Ming Li
31 The DKU System for the Speaker Recognition Task of the 2019 VOiCES from a Distance Challenge 会议论文 Danwei Cai;Xiaoyi Qin;Weicheng Cai;Ming Li
32 An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals 会议论文 Dengke Tang;Junlin Zeng;Ming Li
33 一种语种识别的方法、模型训练的方法、装置及设备 专利 高骥;张姗姗;黄申;巫海维;蔡炜城;李明
34 一种声纹识别方法及装置 专利 曾夕娟;周小鹏;芦宇;胡伟湘;蔡丹蔚;李明
35 Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-Level Embedding Features 会议论文 Zexin Cai;Yaogen Yang;Chuxiong Zhang;Xiaoyi Qin;Ming Li
36 Multi-Channel Training for End-to-End Speaker Recognition under Reverberant and Noisy Environment 会议论文 Danwei Cai;Xiaoyi Qin;Ming Li
37 一种云端语言能力评测系统及可穿戴录音终端 专利 李明;张琳;林庆健
38 The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion 会议论文 Weicheng Cai;Haiwei Wu;Danwei Cai;Ming Li
39 Analysis of Length Normalization in End-to-End Speaker Verification System 会议论文 Weicheng Cai;Jinkun Chen;Ming Li
40 Audio-based Piano Performance Evaluation for Beginners with Convolutional Neural Network and Attention Mechanism 期刊论文 Wang Weiqing;Pan Jing;Yi Hua;Song Zhanmei;Li Ming
41 AISHELL-3: A Multi-Speaker Mandarin TTS Corpus 会议论文 Yao Shi;Hui Bu;Xin Xu;Shaoji Zhang;Ming Li
42 The 2020 Personalized Voice Trigger Challenge: Open Datasets, Evaluation Metrics, Baseline System and Results 会议论文 Yan Jia;Xingming Wang;Xiaoyi Qin;Yinping Zhang;Xuyang Wang;Junjie Wang;Dong Zhang;Ming Li
43 语音韵律异常评估方法、装置、计算机设备和存储介质 专利 李明;邹小兵
44 The DKU-SMIIP System for NIST 2018 Speaker Recognition Evaluation 会议论文 Danwei Cai;Weicheng Cai;Ming Li
45 HI-MIA: A Far-Field Text-Dependent Speaker Verification Database and the Baselines 会议论文 Qin Xiaoyi;Bu Hui;Li Ming
46 Within-Sample Variability-Invariant Loss for Robust Speaker Recognition Under Noisy Environments 会议论文 Cai Danwei;Cai Weicheng;Li Ming
47 Typical Facial Expression Network Using a Facial Feature Decoupler and Spatial-Temporal Learning 期刊论文 Jianing Teng;Dong Zhang;Wei Zou;Ming Li;Dah-Jye Lee
48 一种模型训练的方法、语种识别的方法、装置及设备 专利 高骥;黄申;张姗姗;巫海维;蔡炜城;李明
49 Self-Attentive Similarity Measurement Strategies in Speaker Diarization 会议论文 Lin Qingjian;Hou Yu;Li Ming
50 Binary Neural Network for Speaker Verification 会议论文 Tinglong Zhu;Xiaoyi Qin;Ming Li
51 INSIGHTS INTO END-TO-END LEARNING SCHEME FOR LANGUAGE IDENTIFICATION 会议论文 Weicheng Cai;Zexin Cai;Wenbo Liu;Xiaoqi Wang;Ming Li
52 Optimal Mapping Loss: A Faster Loss for End-to-End Speaker Diarization 会议论文 Lin Qingjian;Li Tingle;Yang Lin;Wang Junjie;Li Ming
53 From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer by Feedback Constraint 会议论文 Cai Zexin;Zhang Chuxiong;Li Ming
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