Delivery-2016

Technical report

1. TRP-20160027 Collaborative Learning for Language and Speaker Recognition, Lantian Li, Zhiyuan Tang, Dong Wang, Yang Feng and Shiyue Zhang
2. TRP-20160026 Weakly Supervised PLDA Training, Lantian Li, Dong Wang, Yixiang Chen and Chenghui Zhao
3. TRP-20160025 Local Training for PLDA in Speaker Verification, Chenghui Zhao, Lantian Li, Dong Wang and April Pu
4. TRP-20160024 Decision Making Based on Cohort Scores for Speaker Verification, Lantian Li, Renyu Wang, Gang Wang, Caixia Wang and Thomas Fang Zheng
5. TRP-20160023 AP16-OL7: A Multilingual Database for Oriental Languages and A Language Recognition Baseline, Dong Wang, Lantian Li, Difei Tang and Qing Chen
6. TRP-20160022 System Combination for Short Utterance Speaker Recognition, Lantian Li, Dong Wang and Thomas Fang Zheng
7. TRP-20160021 Improving Short Utterance Speaker Recognition by Modeling Speech Unit Classes, Lantian Li, Dong Wang, Chenhao Zhang and Thomas Fang Zheng
8. TRP-20160020 Feature Transformation For Speaker Verification Under Speaking Rate Mismatch Condition, Askar Rozi, Lantian Li, Dong Wang and Thomas Fang Zheng
9. TRP-20160019 Language-aware PLDA for Multilingual Speaker Recognition, Askar Rozi, Dong Wang, Lantian Li and Thomas Fang Zheng
10. [TRP-20160018]
11. TRP-20160017 How to Config Kaldi nnet3 (in Chinese), Zhiyuan Tang and Dong Wang
12. TRP-20160016 How to deploy joint training in Kaldi (in Chinese), Hang Luo, Zhiyuan Tang and Dong Wang
13. TRP-20160015 How to run ASR system for Kazak (in Chinese), Ying Shi, Zhiyuan Tang，Nurbolat and Dong Wang
14. TRP-20160014 Exploring The Role of Deep Speaker Features for Speaker Verification, Lantian Li and Dong Wang
15. TRP-20160013 Sparse Discriminative Analysis and Its Application in Distraction Classification, Dong Wang
16. TRP-20160012 i-vector system in Kaldi (in Chinese) Yixang Chen, Lantian Li and Dong Wang
17. TRP-20160011 基于说话人信道相关的录音重放检测若干方法探究 Lantian Li, Yixiang Chen and Dong Wang
18. TRP-20160010 Highly Restricted Keyword Selection Based on Sparse Analysis for Uyghur Text Categorization, Dong Wang, Askar Humdulla, Rayilam Parhat, Javier Tejedor
19. TRP-20160009: RNNG Code User Guide, Shiyue Zhang and Yang Feng
20. TRP-20160008: Different styles of poetry generation based on memory model, Jiyuan Zhang,Yang Feng and Dong Wang
21. TRP-20160007: Distraction Detection Using Sparse Discriminative Analysis, Dong Wang and Guozhen Zhao
22. TRP-20160006: Visualization Analysis for Recurrent Networks, Zhiyuan Tang, Ying Shi and Dong Wang
23. TRP-20160005: Distributed Representation Learning for Knowledge Graphs with Entity Descriptions; Miao Fan, Qiang Zhou, Thomas Fang Zheng, Ralph Grishman
24. TRP-20160004: A Review of Neural QA, Tianyi Luo and Dong Wang
25. TRP-20160003: A study of Similar Word Model for Unfrequent Word Enhancement in Speech Recognition, Xi Ma, Dong Wang and Javier Tejedor
26. TRP-20160002: Low-Frequency Words Embedding, Chao Xing, Yiqiao Pan, Dong Wang
27. TRP-20160001: Max-margin metric learning for speaker recognition, Lantian Li, Chao Xing, Dong Wang

Patent

1. 郑方 李蓝天 邬晓钧 别凡虎 王军 语音重放检测方法和装置 2016100073590 [D-ear] 交底书
2. 郑方 李蓝天 邬晓钧 王刚 刘乐 基于声纹识别、人脸识别以及同步活体检测的身份认证方法及系统 2015108119085 [D-ear] 交底书
3. 王东 邢超 张之勇 赵梦原 一种面向混合语言的语音合成方法 [FreeNeb] 交底书
4. 王东 张之勇 赵梦原 黄伟明 李国强，一种日语语音识别系统训练方法 [同方] 交底书
5. 汪洋，王东，刘荣 在线强化学习交易策略 [张露] 文底书
6. 王东，白紫薇，冯洋，杜新凯，游士学，基于LSTM模型的现代文到古诗的转换技术 [汇联] 交底书
7. 王东，张记袁，冯洋，杜新凯，游士学， 一种基于共同语义空间的个性化音乐生成技术 [汇联] 交底书

Talks

Date	Speaker	Title	Materials	On duty
2016/1/4	Zhiyong Zhang	Parallel training,MPE and natural gradient	slides
2016/1/18	Dongxu Zhang	Memoryless Document Vector	slides
2016/3/14	Zhiyuan Tang	Oral presentation for "vMF-SNE: Embedding for Spherical Data"	slides
2016/3/28	Tianyi Luo	Review for Neural QA	slides
2016/4/11	Rong Liu	Recommendation in Youku	slides
2016/5/09	Miao Fan	Learning contextual embeddings of knowledge base with entity descriptions.	slides
2016/5/16	Yang Wang	Research on conversation thread detection.	slides
2016/5/20	Yang Wang & Maoning Wang	Research on portfolio selection.	slides1 slides2
2016/5/20	Zhiyuan Tang	ICASSP 2016 summary	slides
2016/5/23	Dong Wang	graphical model and neural model	slides papers
2016/8/02	Zhiyuan Tang	Visualizing, Measuring and Understanding Neural Networks: A Brief Survey	slides
2016/8/03	Yang Wang	Neural networks and genetic programming for financial forecasting	slides
2016/11/05	Yang Wang	Reinforcement Learning Models and Simulations	slides
2016/11/12	Yang Wang	Generative Adversarial Nets	slides
2016/11/22	Zhiyuan Tang	INTERSPEECH 2016 summary	slides
2016/11/30	Dong Wang	Deep and sparse learning in speech and language: an overview	slides

Database

name	type	size	dir	description
ASVspoof 2017	wav	-	corpora/lilt/ASVspoof 2017	ASVspoof 2017 data (from INTERSPEECH) collected by Lantian Li
CSLT_China300	wav	-	corpora/lilt/CSLT_China300	300 chinese speakers data for SRE collected by Lantian Li
CSLT_Replay	wav	-	corpora/lilt/CSLT_Replay	CSLT replay spoofing data collected by Lantian Li
CSLT_Digit	wav	-	corpora/lilt/CSLT_Digit	Digit string data for SRE collected by Lantian Li
Idiap_avspoof	wav	-	corpora/lilt/Idiap_avspoof	Idiap Avspoof data collected by Lantian Li
RedDots	wav	-	corpora/lilt/RedDots	RedDots data for SRE collected by Lantian Li
SITW	wav	-	corpora/lilt/SITW	SITW data for SRE collected by Lantian Li
VCTK	wav	-	corpora/lilt/VCTK	VCTK data for ASR and SRE collected by Lantian Li
VoxForge	wav	-	corpora/lilt/VoxForge	VoxForge data for ASR and SRE collected by Lantian Li
lyric	text	-	corpora/art/lyric	song lyric data collected by Jiyuan Zhang
poem	text	-	corpora/art/poem	Traditional Chinese poem data collected by Qixin Wang and Jiyuan Zhang
cnsong	text	-	corpora/art/song	Chinese Song sentences collected by Aiting Liu
factordb	transaction	-	corpora/finance/factordb	Factor database collected by Wangyang

Code

Code Name	Author	Description
viewExp	Wang Yang	The experiment platform of the Finance team link
vvBeam	Wang Dong	Beamforming using superdirective array link