cslt Wiki - 用户贡献 [zh-cn]

2021-07-26

2021-07-26T05:58:50Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
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*
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*
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*
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|Yunqi Cai
||
*
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*
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*
|-

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|Lantian Li
||
* Write APSIPA paper.
* Prepare technical reports for scientific award.
||
*
||
*
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|Ying Shi
||
*
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*
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*
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|-
|Haoran Sun
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*
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*
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*
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|-
|Jiao Han
||
*
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*
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*
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|-
|Di Wang
||
* Verification experiments on different methods
||
* Complete the experimental results
||
*
|-

|-
|Tiankai Zhi
||
* finish paper,and check infrared wav data
||
*
||
* 7.31
|-

|-
|Chen Chen
||
*
||
*
||
*
|-

|-
|Jingxin Shen
||
* Check infrared data
* Reproduce the code of thermal face recogonition
||
*
||
*
|-
|-
|Pengqi Li
||
* simulation experiment of Sine Wave Regression on MDT, MAML, DRT
||
* continue simulation experiment
||
*
|-
|}

2021-07-26

2021-07-26T05:58:18Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
*
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*
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
* Write APSIPA paper.
* Prepare technical reports for scientific award.
||
*
||
*
|-

|-
|Ying Shi
||
*
||
*
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*
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|-
|Haoran Sun
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*
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*
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*
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|-
|Jiao Han
||
*
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*
||
*
|-

|-
|Di Wang
||
* Verification experiments on different methods
||
* Complete the experimental results
||
*
|-

|-
|Tiankai Zhi
||
* finish paper,and check infrared wav data
||
*
||
*
|-

|-
|Chen Chen
||
*
||
*
||
*
|-

|-
|Jingxin Shen
||
* Check infrared data
* Reproduce the code of thermal face recogonition
||
*
||
*
|-
|-
|Pengqi Li
||
* simulation experiment of Sine Wave Regression on MDT, MAML, DRT
||
* continue simulation experiment
||
*
|-
|}

2021-07-26

2021-07-26T05:54:54Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
*
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*
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*
|-

|-
|Yunqi Cai
||
*
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*
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*
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|-
|Lantian Li
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*
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*
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*
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|-
|Ying Shi
||
*
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*
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*
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|-
|Haoran Sun
||
*
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*
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*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Verification experiments on different methods
||
* Complete the experimental results
||
*
|-

|-
|Tiankai Zhi
||
* finished paper,and check infrared wav data
||
*
||
*
|-

|-
|Chen Chen
||
*
||
*
||
*
|-

|-
|Jingxin Shen
||
* Check infrared data
* Reproduce the code
||
*
||
*
|-
|-
|Pengqi Li
||
* simulation experiment of Sine Wave Regression on MDT, MAML, DRT
||
* continue simulation experiment
||
*
|-
|}

2021-07-19

2021-07-19T05:37:26Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Completed designing speech filter approach
* Keep on reviewing thermal face recognition
||
* Keep on reviewing thermal face recognition
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*
|-

|-
|Yunqi Cai
||
*
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*
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*
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|-
|Lantian Li
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*
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*
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*
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|Ying Shi
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*
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*
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*
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|Haoran Sun
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*
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*
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*
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|Jiao Han
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*
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*
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*
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|Di Wang
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*
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*
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*
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|-
|Tiankai Zhi
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* Mongolian database paper, experiments(GMM TDNN CTC)
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*
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* 2021.7.31
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|Chen Chen
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*
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*
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*
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|Jingxin Shen
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*
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*
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*
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|}

2021-07-19

2021-07-19T05:36:46Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Completed designing speech filter approach
* Keep on reviewing thermal face recognition
||
* Keep on reviewing thermal face recognition
||
*
|-

|-
|Yunqi Cai
||
*
||
*
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*
|-

|-
|Lantian Li
||
*
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*
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*
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|-
|Ying Shi
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*
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*
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*
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|Haoran Sun
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*
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*
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*
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|Jiao Han
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*
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*
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*
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|Di Wang
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*
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*
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*
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|-
|Tiankai Zhi
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* Mongolian database paper, experiments(GMM TDNN CTC)
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*
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*
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|Chen Chen
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*
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*
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*
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|Jingxin Shen
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*
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*
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*
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|}

2021-07-19

2021-07-19T05:36:22Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Completed designing speech filter approach
* Keep on reviewing thermal face recognition
||
* Keep on reviewing thermal face recognition
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
*
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*
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*
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|-
|Ying Shi
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*
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*
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*
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|Haoran Sun
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*
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*
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*
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|-
|Jiao Han
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*
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*
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*
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|Di Wang
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*
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*
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*
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|-
|Tiankai Zhi
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* Mongolian database paper, experiment (GMM TDNN CTC)
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*
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*
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|Chen Chen
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*
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*
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*
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|Jingxin Shen
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*
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*
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*
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|}

Weekly reading

2021-07-15T02:22:32Z

Zhitiankai：

'''清华大学语音语言中心内部学习会

'''时间：每周四晚19:30'''

'''地点： 1区303'''

{| class="wikitable"
! Date !! Speaker!! Title !! Materials
|-
| 2021/04/01 ||Haoran Sun || Zeus code regularization ||[[媒体文件:代码规范.pdf]]
|-
| 2021/05/20 ||Chen Chen || Overview of speech enhancement|| [[媒体文件:Speech_enhancement.pdf]]
|-
| 2021/05/27 ||Di Wang || Secret of 'hard trials' || [[媒体文件:Secret_of_hard_trials.pdf]]
|-
| 2021/06/10 ||Jingxin Shen ||Expriments about thermal to RGB face synthesis with cycleGan and pix2pix || [[媒体文件:Expriments about thermal to RGB face synthesis with cycleGan and pix2pix.pdf]]
|-
| 2021/06/17 ||Yang Zhang || NIPS2020: Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect || [[媒体文件:long-tail.pdf]]
|-
| 2021/07/08 ||Tiankai Zhi || Some experiments on stargan ||[[媒体文件:Some experiments on stargan.pdf]]
|-
| 2021/07/15 ||Jiao Han || ||
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| 2021/07/22 ||Zixi Yan & Sirui Li || ||
|-
| 2021/07/29 ||Pengqi Li || ||
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| 2021/08/05 ||Di Wang || ||
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| 2021/08/12 ||Jingxin Shen || ||
|-
|}

[[Old readings|Past Events]]

Weekly reading

2021-07-15T02:22:06Z

Zhitiankai：

'''清华大学语音语言中心内部学习会

'''时间：每周四晚19:30'''

'''地点： 1区303'''

{| class="wikitable"
! Date !! Speaker!! Title !! Materials
|-
| 2021/04/01 ||Haoran Sun || Zeus code regularization ||[[媒体文件:代码规范.pdf]]
|-
| 2021/05/20 ||Chen Chen || Overview of speech enhancement|| [[媒体文件:Speech_enhancement.pdf]]
|-
| 2021/05/27 ||Di Wang || Secret of 'hard trials' || [[媒体文件:Secret_of_hard_trials.pdf]]
|-
| 2021/06/10 ||Jingxin Shen ||Expriments about thermal to RGB face synthesis with cycleGan and pix2pix || [[媒体文件:Expriments about thermal to RGB face synthesis with cycleGan and pix2pix.pdf]]
|-
| 2021/06/17 ||Yang Zhang || NIPS2020: Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect || [[媒体文件:long-tail.pdf]]
|-
| 2021/07/08 ||Tiankai Zhi || Some experiments on stargan [[媒体文件:Some experiments on stargan.pdf]]||
|-
| 2021/07/15 ||Jiao Han || ||
|-
| 2021/07/22 ||Zixi Yan & Sirui Li || ||
|-
| 2021/07/29 ||Pengqi Li || ||
|-
| 2021/08/05 ||Di Wang || ||
|-
| 2021/08/12 ||Jingxin Shen || ||
|-
|}

[[Old readings|Past Events]]

文件:Some experiments on stargan.pdf

2021-07-15T02:20:27Z

Zhitiankai：

2021-07-12

2021-07-12T06:25:51Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Design the solution for keyword extraction
* Keep on review thermal face recognition
||
* Keep on review thermal face recognition
||
*
|-

|-
|Yunqi Cai
||
*
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*
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*
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|-
|Lantian Li
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*
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*
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*
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|-
|Ying Shi
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*
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*
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*
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|Haoran Sun
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*
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*
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*
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|-
|Jiao Han
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* Paper writing about MG and preparation for bi-weekly report.
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*
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*
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|-
|Di Wang
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* Baseline of dual channel validation experiments.
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* Verification experiments are carried out on new data.
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*
|-

|-
|Tiankai Zhi
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* ASR in Mongolian,and paper.
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*
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*
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|-
|Chen Chen
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* speech enhancement pre
* run DEMUCS code, test pretrained model on airport case
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* run other code
||
*
|-

|-
|Jingxin Shen
||
*
||
*
||
*
|-
|-
|Pengqi Li
||
* compared MDT with DRT' and MAML'
* review the work and source code of MAML
||
* modify the bug
* more experiment of MDT , MAML and DRT
||
*
|-
|}

2021-07-05

2021-07-05T05:54:42Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Review paper for thermal face recognition
||
* Continue the thermal review paper
||
*
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|-
|Yunqi Cai
||
*
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*
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*
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|-
|Lantian Li
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*
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*
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*
|-

|-
|Ying Shi
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* m2asr database
* mongolian asr baseline
||
* mongolian asr baseline
* zeus
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*
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|Haoran Sun
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*
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*
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*
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|Jiao Han
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*
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*
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*
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|Yang Zhang
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*
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*
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*
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|Di Wang
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* The paper of dplda was submitted.
||
* Submit the "hard trials" paper on the APSIPA.
||
*
|-

|-
|Tiankai Zhi
||
* Mongolian ASR baseline ,and paper.
||
*
||
*
|-

|-
|Chen Chen
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* Organize speech enhancement backbone(reading paper)
* Prepare the report about overview of speech enhancement
||
* Organize speech enhancement backbone(review & run code)
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*
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|-
|Jingxin Shen
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*
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*
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*
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|}

2021-06-28

2021-06-28T05:51:13Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* More investigation on unsuperivsed domain adaptation (UDA) and self-learning
* More survey on thermal image alignment and recognition
||
* Survey on thermal alignment
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
* Speech impaired on artificial larynx.
* Study on hard trials (classifier visualization, SOTA models).
* Two Huawei projects delivery.
||
* Test speech impaired on artificial larynx data.
* Test different types of trials on SOTA models.
||
*
|-

|-
|Ying Shi
||
* HUAWEI project delivery
* bad case analysis
||
* bad case analysis
* m2asr database
* zeus
||
*
|-

|-
|Haoran Sun
||
*
||
*
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*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Yang Zhang
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Modify the papers named "Secret of ’hard trials’" and dplda.
* Updated to measure the correlation between the two classifiers using Kendall distance on cvss.
||
* Submit two papers.
||
*
|-

|-
|Tiankai Zhi
||
* Tibetan speech synthesis paper has been completed
* Mongolian pronunciation dictionary has been completed，Checking Mongolian text
||
*
||
*
|-

|-
|Chen Chen
||
* Organize a list of methods for speech enhancement as baseline(s)
||
* Organize a list of methods for speech enhancement as baseline(s)
* Prepare a report about overview of speech enhancement
||
*
|-

|-
|Jingxin Shen
||
*
||
*
||
*
|-

|}

2021-06-21

2021-06-21T05:05:55Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
*
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*
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*
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|-
|Yunqi Cai
||
*
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*
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*
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|-
|Lantian Li
||
*
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*
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*
|-

|-
|Ying Shi
||
*
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*
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*
|-

|-
|Haoran Sun
||
*
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*
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*
|-

|-
|Jiao Han
||
*
||
*
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*
|-

|-
|Yang Zhang
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Modify the paper named "Secret of ’hard trials’".
* Draw Grad-CAM heat maps.
||
* Publish the paper called "Secret of ’hard trials’".
* Promote voice print evaluation activities.
||
*
|-

|-
|Tiankai Zhi
||
* Check infrared data
* Modifying speech synthesis paper
||
*
||
*
|-

|-
|Chen Chen
||
*
||
*
||
*
|-

|-
|Jingxin Shen
||
*
||
*
||
*
|-

|}

2021-06-21

2021-06-21T05:04:56Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
*
||
*
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
*
||
*
||
*
|-

|-
|Ying Shi
||
*
||
*
||
*
|-

|-
|Haoran Sun
||
*
||
*
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*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Yang Zhang
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Modify the paper named "Secret of ’hard trials’".
* Draw Grad-CAM heat maps.
||
* Publish the paper called "Secret of ’hard trials’".
* Promote voice print evaluation activities.
||
*
|-

|-
|Tiankai Zhi
||
* Check infrared data
||
* Modifying speech synthesis paper
||
*
|-

|-
|Chen Chen
||
*
||
*
||
*
|-

|-
|Jingxin Shen
||
*
||
*
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*
|-

|}

2021-06-14

2021-06-16T06:02:55Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Completed TASLP paper response/modification
* Some investigation on joint PLDA
* Literature review of audio-visual multi-modal learning
* Literature review of infrared processing
* Some pre-consideration for audio visualization
||
* More investigation on infrared processing
* More consideration on audio visualization
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
*
||
*
||
*
|-

|-
|Ying Shi
||
* HUAWEI project
* prepare zeus
||
* continue on HUAWEI project
||
*
|-

|-
|Haoran Sun
||
* change speed by speechflow
||
* change speed by fixed times
* find a suitable rhythm embedding for speed change
||
*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Yang Zhang
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Write the paper on hard trials.
||
* Analyze the results of trials evaluation activities.
||
*
|-

|-
|Tiankai Zhi
||
* Writing a paper on Tibetan speech synthesis (tacotron and deepvoice3)
* Audio to video synchronisation experiment
||
*
||
*
|-

|-
|Chen Chen
||
* Organize a list of methods for speech enhancement as baseline(s)
||
* Organize a list of methods for speech enhancement as baseline(s)
||
*
|-

|-
|Jingxin Shen
||
* Calculation recognition accuracy
||
* Replicate the paper results
||
*
|-

|}

2021-06-14

2021-06-16T06:02:25Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Completed TASLP paper response/modification
* Some investigation on joint PLDA
* Literature review of audio-visual multi-modal learning
* Literature review of infrared processing
* Some pre-consideration for audio visualization
||
* More investigation on infrared processing
* More consideration on audio visualization
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
*
||
*
||
*
|-

|-
|Ying Shi
||
* HUAWEI project
* prepare zeus
||
* continue on HUAWEI project
||
*
|-

|-
|Haoran Sun
||
* change speed by speechflow
||
* change speed by fixed times
* find a suitable rhythm embedding for speed change
||
*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Yang Zhang
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Write the paper on hard trials.
||
* Analyze the results of trials evaluation activities.
||
*
|-

|-
|Tiankai Zhi
||
* Writing a paper on Tibetan speech synthesis (tacotron and deepvoice3),Audio to video synchronisation experiment
||
*
||
*
|-

|-
|Chen Chen
||
* Organize a list of methods for speech enhancement as baseline(s)
||
* Organize a list of methods for speech enhancement as baseline(s)
||
*
|-

|-
|Jingxin Shen
||
* Calculation recognition accuracy
||
* Replicate the paper results
||
*
|-

|}

2021-06-07

2021-06-07T05:53:57Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Response for the TASLP and SPCOM papers
* Inverstigate JPLDA and score factorization
||
* Complete the paper response
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
* Republish CN-Celeb v2.0.
* Release Uyghur DDC ASR.
* Response SpeCom.
||
* Finish HuaWei delivery.
* Complete paper response.
||
*
|-

|-
|Ying Shi
||
* webrtc retrain with all aishell data and test
* stream decode tuning
||
* stream decode result
||
*
|-

|-
|Haoran Sun
||
* speechflow via d-vector
* change training data to mel by librosa
||
* change speed, remove content, add noise encoder
||
*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Yang Zhang
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Collect and analyze the results of trials evaluation activities.
||
*
||
*
|-

|-
|Tiankai Zhi
||
* continue audio to video synchronisation
||
*
||
*
|-

|-
|Chen Chen
||
* DAP denoise test (real environment noise)
* DAP blind source separation test (different speaker) [still running]
* GAN-prior denoise test (white noise)
||
* GAN-prior denoise test
* DAP blind source separation test (different speaker)
||
*
|-

|-
|Jingxin Shen
||
*
||
*
||
*
|-

|}

2021-05-31

2021-05-31T05:58:18Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* Postive/Negative pair loss for LSTF
* Response to SPCOM paper
||
* Continue to investigate VQ LSTF
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
*
||
*
||
*
|-

|-
|Ying Shi
||
* webrtc retrain with all aishell data
* stream decode
||
* webrtc retrain with all aishell data and test
* stream decode test
||
*
|-

|-
|Haoran Sun
||
* some investigations on LSTF
||
* some procedures for LSTF
* speechflow via d-vector
||
*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Yang Zhang
||
*
||
*
||
*
|-

|-
|Di Wang
||
* Report of Uyghur digit
* Evaluation activities of trials
||
* Crowdsourcing platform
* m2asr
||
*
|-

|-
|Tiankai Zhi
||
* Data download and code debugging of infrared lips
||
*
||
*
|-

|-
|Chen Chen
||
* DAP denoise test (different kinds of generated noise)
||
* DAP denoise test (real environment noise)
* DAP blind source separation test (different speeker)
||
*
|-

|-
|Jingxin Shen
||
* VGG_Face recognition;
* Experiments on infrared images with pix2pix cyelegan model
||
*
||
*
|-

|}

2021-05-24

2021-05-24T05:58:11Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
*
||
*
||
*
|-

|-
|Yunqi Cai
||
*thermal to RGB image investigation
||
*
||
*
|-

|-
|Lantian Li
||
*
*
||
*
||
*
|-

|-
|Ying Shi
||
* webrtc retrain
||
* test webrtc retrain model
||
*
|-

|-
|Haoran Sun
||
* reproduction of speechflow
* proposal
||
* report for proposal
* continuous speaker embedding of speechflow
* investigation of LSTF
||
*
|-

|-
|Jiao Han
||
* Organize experimental codes.
* Sth about operation and propaganda of the official account.
||
* Continue the experiment part.
||
*
|-

|-
|Yang Zhang
||
* train some new models for future experiments and upload to thu cloud
||
* train more models with data augment and other loss functions
||
*
|-

|-
|Di Wang
||
* Carry out the second evaluation activities.
* Learn ASR egs.
||
* Data analysis.
* Learn m2asr.
||
*
|-

|-
|Tiankai Zhi
||
* Infrared lips and speech
||
*
||
*
|-

|-
|Chen Chen
||
* the speech enhancement report
||
* learn recent speech enhancement studies such as WaveRNN/CRN/WaveNet
||
*
|-

|-
|Jingxin Shen
||
* reproduction of pix2pix model
* test of the cycyle_GAN model
||
*
||
*
|-

|}

2021-04-26

2021-04-26T01:30:17Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
*
||
*
||
*
|-

|-
|Yunqi Cai
||
*
||
*
||
*
|-

|-
|Lantian Li
||
*
*
||
*
||
*
|-

|-
|Ying Shi
||
* HUAWEI project(denoise)
** compare DAE, asr posteriori, knowledge distilation
** WPE
||
* some work about reverberation cancellation
* DAE + clean prior
||
*
|-

|-
|Haoran Sun
||
*
*
||
*
*
||
*
|-

|-
|Jiao Han
||
*
||
*
||
*
|-

|-
|Yang Zhang
||
* CN-Celeb data check
||
* I will read some book, paper and code about wavelet
||
*
|-

|-
|Di Wang
||
*
||
*
||
*
|-

|-
|Tiankai Zhi
||
*The experiment of the within length and betweent angle
||
*
||
*
|-

|-
|Chen Chen
||
* release recorder app
* finish spon.cslt.org version0.1.0
||
* write recorder documents
* optimize spon.cslt.org
||
*
|-

|}

2021-04-19

2021-04-19T03:09:07Z

Zhitiankai：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-

|-
|Dong Wang
||
* AI 100 writing
||
* AI 100 writing
||
*
|-

|-
|Yunqi Cai
||
*Intelligent Materials and sensitivity analysis investigation
||
*
||
*
|-

|-
|Lantian Li
||
* Study on robust MAML and its code review.
* Test of margin loss.
||
*
||
*
|-

|-
|Ying Shi
||
* HUAWEI project
** DAE
** ASR posteriori
||
* HUAWEI project
** Asymmetric loss
** Knowledge distillation
* Research
** speech enhancement with deep prior(DAE + clean prior)
||
*
|-

|-
|Haoran Sun
||
*
*
||
*
*
||
*
|-

|-
|Jiao Han
||
* MG normalization experiments and result analysis.
||
*
||
*
|-

|-
|Yang Zhang
||
* built a web page for fake audio detection
* fixed web network issue of huazheng project
||
* add recording function for fake audio detection web page
* recheck the CN-Celeb data
* add NDA loss for PyTorch based speaker verification
||
*
|-

|-
|Di Wang
||
* Find out the "hard trials" of different models through PLDA rating.
||
* Test the "hard trials" on more powerful SOTA speaker models.
* Human test.
* Complete the SVM experiment.
||
*
|-

|-
|Tiankai Zhi
||
* MG experiments,observation within class
||
*
||
*
|-

|-
|Chen Chen
||
* APP bug fix & function add
||
* APP bug fix & function add
||
*
|-

|}