cslt Wiki - 用户贡献 [zh-cn]

2020-05-18

2020-05-18T11:43:56Z

Chengsitong：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
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|Dong Wang
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|Yunqi Cai
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|Zhiyuan Tang
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|Lantian Li
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* Write INTERSPEECH paper.
* More Exp. on NDA analysis.
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*
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|Ying Shi
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* norm flow model with raw signal feature
* 4 prior enhancement methods on raw signal feature
* investigate about why 0 tensor always get higher likelihood score
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* continue investigate prior methods
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|Haoran Sun
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|Yue Fan
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|Jiawen Kang
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* Finish interspeech paper.
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* Make cnceleb2.
* Prepare the next task.
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|Ruiqi Liu
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* Interspeech paper.
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* Solve some ASR Model problems raised by Hualai and Shengyuan companies last week.
* .
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|Sitong Cheng
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* Complete expriments of Interspeech.
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* Have to study school work
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|Zhixin Liu
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* Complete experiments of Interspeech.
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* Prepare final exam
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|Haolin Chen
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2020-05-18

2020-05-18T10:53:11Z

Chengsitong：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
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|Dong Wang
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|Yunqi Cai
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*
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*
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|Zhiyuan Tang
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|Lantian Li
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* Write INTERSPEECH paper.
* More Exp. on NDA analysis.
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*
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*
|-

|-
|Ying Shi
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* norm flow model with raw signal feature
* 4 prior enhancement methods on raw signal feature
* investigate about why 0 tensor always get higher likelihood score
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* continue investigate prior methods
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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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|Yue Fan
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*
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*
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*
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|Jiawen Kang
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* Finish interspeech paper.
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* Make cnceleb2.
* Prepare the next task.
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*
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|Ruiqi Liu
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* Interspeech paper.
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* Solve some ASR Model problems raised by Hualai and Shengyuan companies last week.
* .
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*
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|Sitong Cheng
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* Compelete expriments of Interspeech.
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* Have to study school work
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*
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|Zhixin Liu
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|Haolin Chen
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2020-05-11

2020-05-11T00:04:06Z

Chengsitong：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
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|Dong Wang
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* Implemente discriminative DNF
* Review auto scoring for the IS 2020 paper
* Design mixture DNF for speaker recognition
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* More work on mixture DNF
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|Yunqi Cai
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* check book
* some experiments on DNF2
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|Zhiyuan Tang
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* GOP scoring.
* NSFC application.
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* NSFC application.
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|Lantian Li
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* More study on LDA, PLDA and NDA.
* INTERSPEECH paper.
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* INTERSPEECH paper.
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|Ying Shi
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|Haoran Sun
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|Yue Fan
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* Summarization of data information
* presentation of icassp
* Redownloaded the gunshot data on youtube
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* Prepare the data needed for the new experiments
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*
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|Jiawen Kang
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* Prepare interspeech.
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* Finish interspeech.
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|Ruiqi Liu
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* Organize all the results and prepare the paper.
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* Continue to prepare the paper.
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|Sitong Cheng
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* make some experiments
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* IS paper
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|Zhixin Liu
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|Haolin Chen
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2020-04-20

2020-04-19T23:56:04Z

Chengsitong：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
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|Dong Wang
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* Book chapter for language recognition and emotion recognition
* Design prior + condition approach for speech enhancement
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* Complete the two chapters of the speech book

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*
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|Yunqi Cai
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* some simulate experiments on VAE-NDA model
* check ASR book
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*
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|Zhiyuan Tang
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|Lantian Li
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|Ying Shi
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* Write speech book of minority chapter
* Summary experiment about speech enhancement
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* Finish speech book
* Make report about speech enhancement
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|Haoran Sun
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|Yue Fan
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* Download all the data of cn2
* Processed 90% of data
* Make poster and video of Icassp
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* Get 1000-people data
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|Jiawen Kang
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|Ruiqi Liu
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* Meta-learning experiments.
* ASR engine authorization for Shengyuan company.
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* Continue last week's work.
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|Sitong Cheng
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* some tests of DNF baseline
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* Use language information to replace pronunciation score
* prepare a report
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*
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|Zhixin Liu
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|Haolin Chen
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* Experiments on BP denoising
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* Finalize all results
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*
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2020-04-13

2020-04-13T00:07:24Z

Chengsitong：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
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|Dong Wang
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* Some research on VC dim for NN learnability
* Some work on VAE-based modeling and conditional flow.
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* Complete the analysis on VC dim on multi-label NN and MSE NN
* More analysis on weak supervised NDA
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|Yunqi Cai
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*
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*
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|Zhiyuan Tang
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* Basic glow as pretraining for nda, not work now.
* NDA +Discriminative training, not work now.
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* Analyse the trained models.
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|Lantian Li
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* Go on study NDA scoring. (statistics, pretraining, etc.)
* Make experimental report.
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* Go on study NDA scoring.
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|Ying Shi
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* experiments about flow+transfor
* visualize the result about flow+transfor
* make new training plan
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* continue on flow+transfor
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|Haoran Sun
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|Yue Fan
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|Jiawen Kang
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* Continue meta learning experiments.
* Read more papers about meta learning.
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* Try metric-based meta learning.
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|Ruiqi Liu
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* meta-learning experiments with Jiawen.
* ASR model training for Shengyuan company.
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* Continue last week's work.
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|Sitong Cheng
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* Made experiences on lid
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* Get the exact score of pronunciation
* Make comparative experience
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|Zhixin Liu
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|Haolin Chen
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* Investigation on noise to clean latent space mapping
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* Cooperate with Shi Ying
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2020-04-06

2020-04-07T00:16:22Z

Chengsitong：

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

|-
|Dong Wang
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* More work on NPCA. Experiments show it works, but I still cannot find a reasonable probabilsitic framework to explain the results
* Some work on NF-based on MNIST generation, with MSE loss. No good performance is obtained right now.
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* More investigation on NPCA. If cannot get result, skip it right now.
* Investigation on conditional NDA.
* Investigation on approximation power of NF.
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*
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|Yunqi Cai
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*
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*
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|Zhiyuan Tang
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* Phone-ali conditioned NDA. Struct not work yet.
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* Continue.
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*
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|Lantian Li
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* Overview Bayesian scoring methods.
* Obtain a basic result of NDA scoring on x/i-vector.
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* Go on study NDA scoring.
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*
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|Ying Shi
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* investigate sequential flow (supervise & unsupervise)
* experiment about linear transfor of z
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* continue linear transfor of z
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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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|Yue Fan
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* Work on the arrangements of cn2
* Experimented with gun and nongun on dnf
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*Do more experiments on dnf for classification
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*
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|Jiawen Kang
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* Features extractor code.
* Calcuate EER.
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* Multi-genre scoring.
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*
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|Ruiqi Liu
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* Study meta-learning experiments and get the EER in different domains.
* Arrange ASR training tools.
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* Continue meta-learning experiments.
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*
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|Sitong Cheng
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* Get the result of model trained by wsj+ce+je
* Get the result of model trained by vox+cnceleb
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* Do something about lid
* More tests on model trained by vox+ce+je
* Find the reason of result of EN&CN
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*
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|Zhixin Liu
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* Finish infrogan and gmm-ubm
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* Prepare baseline of language identification
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|Haolin Chen
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* Some investigations on sequential flow
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* Cooperate with Shi Ying on experiments
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*
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|}

2020-04-06

2020-04-07T00:06:54Z

Chengsitong：

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

|-
|Dong Wang
||
* More work on NPCA. Experiments show it works, but I still cannot find a reasonable probabilsitic framework to explain the results
* Some work on NF-based on MNIST generation, with MSE loss. No good performance is obtained right now.
||
* More investigation on NPCA. If cannot get result, skip it right now.
* Investigation on conditional NDA.
* Investigation on approximation power of NF.
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*
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|-
|Yunqi Cai
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*
*
*
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*
*
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*
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|Zhiyuan Tang
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* Phone-ali conditioned NDA. Struct not work yet.
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* Continue.
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*
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|Lantian Li
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* Overview Bayesian scoring methods.
* Obtain a basic result of NDA scoring on x/i-vector.
||
* Go on study NDA scoring.
||
*
|-

|-
|Ying Shi
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* investigate sequential flow (supervise & unsupervise)
* experiment about linear transfor of z
||
* continue linear transfor of z
||
*
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|-
|Haoran Sun
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*
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*
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*
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|Yue Fan
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* Work on the arrangements of cn2
* Experimented with gun and nongun on dnf
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*Do more experiments on dnf for classification
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*
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|-
|Jiawen Kang
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* Features extractor code.
* Calcuate EER.
||
* Multi-genre scoring.
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*
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|-
|Ruiqi Liu
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* Study meta-learning experiments and get the EER in different domains.
* Arrange ASR training tools.
||
* Continue meta-learning experiments.
||
*
|-

|-
|Sitong Cheng
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* Get the result of model trained by wsj+ce+je
* Get the result of model trained by vox+cnceleb
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* Do something about lid
* More tests about model trained by vox+ce+je
* Find the reason of result of EN&CN
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*
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|-
|Zhixin Liu
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*
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*
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*
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|Haolin Chen
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* Some investigations on sequential flow
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* Cooperate with Shi Ying on experiments
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*
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|}

文件:Pron score dnf result.pdf

2020-04-06T08:59:03Z

Chengsitong：Chengsitong上传“文件:Pron score dnf result.pdf”的新版本

文件:Pron score dnf result.pdf

2020-03-26T09:25:34Z

Chengsitong：

文件:Pron-score dnf result.docx

2020-03-26T09:21:47Z

Chengsitong：Chengsitong上传“文件:Pron-score dnf result.docx”的新版本

文件:Pron-score dnf result.docx

2020-03-26T09:21:24Z

Chengsitong：Chengsitong上传“文件:Pron-score dnf result.docx”的新版本

文件:Pron-score dnf result.docx

2020-03-26T09:20:41Z

Chengsitong：

2020-03-23

2020-03-23T00:14:33Z

Chengsitong：

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

|-
|Dong Wang
||
* More investigation on subspace DNF.
* Coine the NDA theory, passed some simulation tests.
* Some ideas on Beyasian scoring and closed-form training for variational Bayes.
* Drafted the channel-transform paper
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* More investigation on subspace DNF & NDA. They look closely connected.
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*
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|Yunqi Cai
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* Some experiments on EBMs model
* Modify the DNF patent
* Coding on VAE based bayes score model
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* More experiments of VAE based bayes score model
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*
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|Zhiyuan Tang
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* Multi-conditioned glow, on how to involving in spk info.
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* Continue following blow strategies, or adversarial examples.
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*
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|Lantian Li
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* Complete the study on back-end scoring (python vs. Kaldi).
* Quantitative analysis on DNF model.
* Obtain the basic result on VAE-based Bayesian scoring.
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* Study on NDA scoring.
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*
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|Ying Shi
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* Summarize result about current model.
* more analysis about speech enhancement via Flow
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* More experiments based on current result
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*
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|Wenqiang Du
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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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|Yue Fan
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*Looking for data sources
*Upload data and program processing
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*Solve the remaining data collection issues
*Processing 500 people with the pipeline program
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*
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|Jiawen Kang
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* Speaker vector distribution experiments.
* Arranging tf-kaldi codes.
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* Runing meta learning experiments.
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*
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|Ruiqi Liu
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* Arrang experiments code and observe the distribution of speakers in different scenes.

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* Learn mate-learning and do experiments.
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*
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|Sitong Chengs
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* Finish training with fbank
* Made some tests on the model
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* Extract more feature with higher dimension
* Make tests on variable models
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|Zhixin Liu
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*
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*
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*
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|Zhixin Liu
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*
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*
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|Haolin Chen
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* Some investigation on the structure of glow
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* More experiments
* Prepare paper
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*
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|}

2020-03-16

2020-03-16T11:31:42Z

Chengsitong：

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

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|Dong Wang
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* Finish the analysis for optimal score
* Design a new approach for condition transfer
* Initial experiment on subspace DNF
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* Compte a draft on condition transfer
* More experiments on subspace DNF
* More investigation on distirbutional x-vector
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*
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|Yunqi Cai
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* investigate energy model
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* investigate energy model on NL socre
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*
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|Zhiyuan Tang
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* Conditioned flow with waveglow backend.
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* Conditioned flow with waveglow backend.
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*
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|Lantian Li
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* Prepare back-end scoring (python vs. Kaldi).
* Fast decoding of xvector in tf-kaldi.
* Clean up tools (Leven dis and local CMD).
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* Go on back-end scoring.
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*
|-

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|Ying Shi
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* Report about speech enhancement
* Summarize current conclusions and make plan
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* Retrain DAE, double flow and double AE
* Train Flow-VAE
* Prepare paper
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*
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|Wenqiang Du
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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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|Yue Fan
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*Complete half of the data collection
*Promotion of crawler tools
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*Simultaneously work on the data download and pipeline process of cn2
*Train dnf model with gun&nongun and test
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*
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|Jiawen Kang
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* Learning Meta learning
* Experiments report
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* Arragement code.
* implement metalearning
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*
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|Ruiqi Liu
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* Training model and arranging experiments data.
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* Arranging experiments code.
* Investigate meta-learning and do experiments
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*
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|Sitong Cheng
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* DNF of pronunciation scoring.
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* Still DNF.
* Do some experiments.
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*
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|Zhixin Liu
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* Train baseline
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* Analyze result
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*
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|Haolin Chen
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* Train double glow with white-noised TIMIT, mel sprctrogram
* Replace noisy model in double glow with VAE
* Full evaluation using PESQ, STOI, fwsegSNR on white-noised test data
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* Summarize result
* Prepare paper
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*
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|}

文件:Wsj-5h-ce-je-test.jpg

2020-03-11T00:47:31Z

Chengsitong：训练集外wsj + Chinglish语音 + Japanese English语音在latent space的分布

训练集外wsj + Chinglish语音 + Japanese English语音在latent space的分布

文件:Wsj-45h-train-result.jpg

2020-03-11T00:45:47Z

Chengsitong：使用realNVP训练，训练集为wsj中选取的45h。最终的训练结果

使用realNVP训练，训练集为wsj中选取的45h。最终的训练结果

2020-02-17

2020-02-17T00:08:38Z

Chengsitong：

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

|-
|Dong Wang
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* Code cleaning for DNF
* More review on DNF theory
* More review on speech enhancement with deep generative models
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* More investigation on subspace DNF
* Draft paper for DNF properties
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*
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|Yunqi Cai
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*
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*
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*
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|Zhiyuan Tang
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*
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*
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*
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|Lantian Li
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* Update SOTA.
* Complete NF + LDA/PLDA.
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* DNF + LDA/PLDA
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*
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|Ying Shi
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* double flow denoise experiment and visualization
* DAE baseline
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* DAE baseline
* timit ASR baseline
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*
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|Wenqiang Du
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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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|Yue Fan
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*
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*
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*
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|Jiawen Kang
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* Prepare SOTA vectors
* Prepare CNceleb as test set
* Continute experiments
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* Continute experiments
* evaluatte models on diffierent geners
* Prepare paper writing
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*
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|Ruiqi Liu
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*
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*
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*
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|Sitong Cheng
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* modify DNF code
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* prepare paper writing
* step 2&3 with DNF
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*
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|Zhixin Liu
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*
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*
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*
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|}

2020-01-13

2020-01-14T00:44:35Z

Chengsitong：

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

|-
|Dong Wang
||
* Draft the TASLP x-vector normalization paper. Introduction and basic methods done.
* Study the out-of-domain distribution problem with MAF, NICE, and compare Gaussian and Uniform distribution.
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* Complete the main part of TASLP paper
* More investigation on regularization of the out-of-domain distribution.
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*
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|Yunqi Cai
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*
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*
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*
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|Zhiyuan Tang
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*
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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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|Wenqiang Du
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* Write the first and second chapter of my thesis
* Baseline Model of Arabic ASR system(Data collection)
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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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|Yue Fan
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*
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*
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*
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|Jiawen Kang
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*
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*
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*
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|Ruiqi Liu
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* Learn about resnet34 & Self Multi-Head Attention mechanism ,and do experiments on CN-celeb.
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* AAM fine-tuning experiments.
* Finish the last experiments.

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*
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|Sitong Cheng
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*
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* split wav
* Standard glow
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*
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|Zhixin Liu
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*
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*
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*
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|}

2020-01-13

2020-01-13T00:09:52Z

Chengsitong：

{| 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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|Zhiyuan Tang
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*
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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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|Wenqiang Du
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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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|Yue Fan
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*
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*
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*
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|Jiawen Kang
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*
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*
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*
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|Ruiqi Liu
||
*
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*
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*
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|Sitong Cheng
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*
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* Standard glow
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*
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|Zhixin Liu
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*
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*
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*
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|}

2020 Spring Festival

2020-01-11T05:24:54Z

Chengsitong：

{| class="wikitable"
!People !! Start time !! End time
|-

|-
|Dong Wang
||

||

|-

|-
|Yunqi Cai
||
2020.1.23
||
还未抢到票
|-

|-
|Zhiyuan Tang
||

||

|-

|-
|Lantian Li
||
2020.1.22
||
2020.2.1
|-

|-
|Ying Shi
||
2020.1.19
||
2020.1.29
|-

|-
|Wenqiang Du
||
2020.1.16
||
2020.2.02
|-

|-
|Haoran Sun
||
2020.1.19
||
2020.2.2
|-

|-
|Yue Fan
||
2020.1.16
||
2020.2.2
|-

|-
|Jiawen Kang
||
2020.1.19
||

|-

|-
|Ruiqi Liu
||
2020.1.19
||

|-

|-
|Sitong Cheng
||
2020.1.21
||
2020.2.5 未抢票
|-

|-
|Zhixin Liu
||
2020.1.21
||
2020.2.5
|-

|}

2020 Spring Festival

2020-01-02T02:47:30Z

Chengsitong：

{| class="wikitable"
!People !! Start time !! End time
|-

|-
|Dong Wang
||

||

|-

|-
|Yunqi Cai
||
2020.1.23
||
还未抢到票
|-

|-
|Zhiyuan Tang
||

||

|-

|-
|Lantian Li
||
2020.1.22
||
2020.2.1
|-

|-
|Ying Shi
||
2020.1.19
||

|-

|-
|Wenqiang Du
||
2020.1.16
||
2020.2.02
|-

|-
|Haoran Sun
||
2020.1.19
||
2020.2.2
|-

|-
|Yue Fan
||
2020.1.16
||
2020.2.2
|-

|-
|Jiawen Kang
||
2020.1.19
||

|-

|-
|Ruiqi Liu
||
2020.1.19
||

|-

|-
|Sitong Cheng
||
2020.1.21
||
2020.2.5
|-

|-
|Zhixin Liu
||
2020.1.21
||
2020.2.5
|-

|}

2019-12-02

2019-12-02T04:04:16Z

Chengsitong：

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

|-
|Dong Wang
||
* Go through papers on ICASSP 2019 and Interspeech 2019
* MelGan investigation
||
* MelGan training
* Interspeech 2019 and NIPS 2019 paper checking
||
*
|-

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

|-
|Zhiyuan Tang
||
* Trained a basic glow with timit.
||
* Re-train the model with labels.
||
*
|-

|-
|Lantian Li
||
* CN-Celeb egs
* Flow review and Hire-Flow design
||
* Hire-Flow
||
*
|-

|-
|Ying Shi
||
* review the code about flow and glow
||
* Experiment about cvss 725
||
*
|-

|-
|Wenqiang Du
||
* Prepare for the experiment in my graduation thesis(CNN+TDNN+Attention）
||
* Model parameter adjustment
||
*
|-

|-
|Yue Liu
||
* Run through the CeaOS source code
* Completed the technical summary document of cmd module of CeaOS platform
||
* Start to write module code
* Plan data collection
||
*
|-

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

|-
|Yue Fan
||
* Environment configuration and data preprocessing
* CN-Celeb egs
||
* Experiences on flow
||
*
|-

|-
|Jiawen Kang
||
* Look into Flow applications & flow-based models;
*Hands on experiences about speech conversion;
*Graduate program application & Research proposal.
||
*Continue experiences about speech conversion;
*Research proposal.
||
*
|-

|-
|Ruiqi Liu
||
* did experiments and read papers on ‘speech factorization’ and 'Glow'.
* Learn some basics and pytorch.
||
* Determine my research direction.
||
*
|-

|-
|Sitong Cheng
||
* data preparation of ERJ
* script of data augmentation with musan and thchs30
||
* run glow of train set with noise to find the destination which noise is independence
||
*
|-

|-
|Zhixin Liu
||
*
||
*
||
*
|-

|}

2019-11-25

2019-11-24T10:58:00Z

Chengsitong：

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

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

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

|-
|Zhiyuan Tang
||
*
||
*
||
*
|-

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

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

|-
|Wenqiang Du
||
*
||
*
||
*
|-

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

|-
|Yue Fan
||
*
||
*
||
*
|-

|-
|Jiawen Kang
||
*
||
*
||
*
|-

|-
|Ruiqi Liu
||
*
||
*
||
*
|-

|-
|Sitong Cheng
||
* Changed the task.
* Collected some data
||
* Adding noise.
* Running flow
||
*
|-

|-
|Zhixin Liu
||
* Prepare data for pronunciation
||
* To run the first stage of pronunciation
||
*
|-

|}

2019-11-18

2019-11-17T09:06:13Z

Chengsitong：

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

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

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

|-
|Zhiyuan Tang
||
*
||
*
||
*
|-

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

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

|-
|Wenqiang Du
||
*
||
*
||
*
|-

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

|-
|Yue Fan
||
*
||
*
||
*
|-

|-
|Jiawen Kang
||
*
||
*
||
*
|-

|-
|Ruiqi Liu
||
*
||
*
||
*
|-

|-
|Sitong Cheng
||
* original data
* modification of codes about flow on emotions
||
* continue modifying codes
||
*
|-

|-
|Zhixin Liu
||
*
||
*
||
*
|-

|}

2019-11-18

2019-11-17T09:01:39Z

Chengsitong：

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

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

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

|-
|Zhiyuan Tang
||
*
||
*
||
*
|-

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

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

|-
|Wenqiang Du
||
*
||
*
||
*
|-

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

|-
|Yue Fan
||
*
||
*
||
*
|-

|-
|Jiawen Kang
||
*
||
*
||
*
|-

|-
|Ruiqi Liu
||
*
||
*
||
*
|-

|-
|Sitong Cheng
||
* original data and modify codes of flow and emotions
||
* continue modifying codes
||
*
|-

|-
|Zhixin Liu
||
*
||
*
||
*
|-

|}