cslt Wiki - 用户贡献 [zh-cn]

2022-06-13

2022-06-13T10:55:24Z

Sunhaoran：

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

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

|-
|Lantian Li
||
* Push CNCSRC (Valid test, INFO)
* Glance at ICASSP 2022 (1/2)
* Proof reading
||
* PUFA delivery
||
*
|-

|-
|Ying Shi
||
* school project proposal
* baseline: Few shot kws
||
* continue on kws baseline
||
*
|-

|-
|Haoran Sun
||
* some for journal paper
* speaker embedding code
* i-vector for VCTK
||
*
||
*
|-

|-
|Chen Chen
||
* Review cnc code, write documents
||
* ICASSP review
||
*
|-

|-
|Pengqi Li
||
* PUFA report, code, model
||
* Augment and mask
||
*
|-

|-
|Zixi Yan
||
* datasets-CMU_Wilderness
* Preparation for Paper Sharing
||
*
||
*
|-

|-
|Sirui Li
||
* Unsupervised ASR experiments
||
* Unsupervised ASR experiments
||
*
|-

|-
|Haoyu Jiang
||
* Test on face verification
||
* Go on test
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*
|-

|-
|Ruihai Hou
||
* prepare for the final exam
||
* prepare for the final exam
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*
|-

|-
|Renmiao Chen
||
*
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*
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*
|-
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|Wenqiang Du
||
* Some project cooperation
* Research on new projects
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* Some project cooperation
||
*
|-

2022-06-06

2022-06-06T10:57:06Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* AIGraph-4 (1/2)
* AIShell course recording
* TASLP paper ready for submission
||
* TASLP submission
* AIGraph-4 done
||
*
|-

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

|-
|Lantian Li
||
* Push CNCSRC (CN-Celeb3)
* PUFA report (1/2)
||
* PUFA delivery
||
*
|-

|-
|Ying Shi
||
* Location guided attention kws (Samsung's work in interspeech 2021)
* CN3
||
* kws baseline
||
*
|-

|-
|Haoran Sun
||
* quantitative evaluation for speaker embedding
* cycleflow code
||
* more explorations for speaker embedding
||
*
|-

|-
|Chen Chen
||
* CNCeleb data
||
* Update CNCeleb dataset toolkits & docs
* Course pres
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*
|-

|-
|Pengqi Li
||
* PUFA report
* CN3
||
*
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*
|-

|-
|Zixi Yan
||
* Preparation for Paper Sharing
* CNCeleb
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*
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*
|-

|-
|Sirui Li
||
* Generate phone-level alignment labels
* CNC3
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*
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*
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|Haoyu Jiang
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*
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*
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*
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|-
|Ruihai Hou
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* CNCeleb3 data
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*
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*
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|-
|Renmiao Chen
||
*
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*
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*
|-
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|Wenqiang Du
||
* Some project cooperation
* CN3
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* aishell KALDI course
||
*
|-

2022-06-06

2022-06-06T10:55:05Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* AIGraph-4 (1/2)
* AIShell course recording
* TASLP paper ready for submission
||
* TASLP submission
* AIGraph-4 done
||
*
|-

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

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

|-
|Ying Shi
||
* Location guided attention kws (Samsung's work in interspeech 2021)
* CN3
||
* kws baseline
||
*
|-

|-
|Haoran Sun
||
* quantitative evaluation for speaker embedding
* cycleflow code
||
* more explorations for speaker embedding
* TASLP submission
||
*
|-

|-
|Chen Chen
||
* CNCeleb data
||
* Update CNCeleb dataset toolkits & docs
* Course pres
||
*
|-

|-
|Pengqi Li
||
* PUFA report
* CN3
||
*
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
* Generate phone-level alignment labels
* CNC3
||
*
||
*
|-

|-
|Haoyu Jiang
||
*
||
*
||
*
|-

|-
|Ruihai Hou
||
* CNCeleb3 data
||
*
||
*
|-

|-
|Renmiao Chen
||
*
||
*
||
*
|-
|-
|Wenqiang Du
||
* Some project cooperation
* CN3
||
* aishell KALDI course
||
*
|-

2022-05-23

2022-05-23T10:57:42Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* AI-Graph Part3 (1/2) completed
* Keep on review for interpretation in ASR/SID
||
* AI-Graph Part3 (2/2)
* Keep on review for interpretation in ASR/SID
||
*
|-

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

|-
|Lantian Li
||
* Push CNCSRC (CN-Celeb3)
* Release SegTool v1.0
* Posdoc stuff
||
* Finish PUFA project delivery
* CN-Celeb3
||
*
|-

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

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|Haoran Sun
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* graduation reply
||
* subjective evaluation
* quantitative experiments for speaker embedding
||
*
|-

|-
|Chen Chen
||
* Course projects
* 1of3 website
* CNCeleb pipeline
||
* CNCeleb
* Course projects
||
*
|-

|-
|Pengqi Li
||
*Some project task
*PUFA report
||
*Finish PUFA report
||
*
|-

|-
|Weida Liang
||
*
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*
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*
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|-
|Zixi Yan
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* Tibetan speech recognition experiment based on WAV2VEC feature(debug)
* Read paper Improving Speech Recognition for Indic Languages using Language Model
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*
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*
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|Sirui Li
||
* Train supervised ASR using w2v features
* Count occurrences of each word
||
* Count occurrences of each word
||
*
|-

|-
|Haoyu Jiang
||
* Face verification test
* CNCeleb
||
* Go on test
* CNCeleb
||
*
|-

|-
|Ruihai Hou
||
* concurrent testing of speaker-diarization
* calculate RT of speaker-diarization
* CNCeleb
||
* CNCeleb
||
*
|-

|-
|Renmiao Chen
||
*
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*
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*
|-
|Wenqiang Du
||
* Some project cooperation
||
* Some project cooperation
||
*
|-

2022-05-16

2022-05-16T11:04:38Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Graph-AI book
* Review paper for interpreability for speech processing
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*
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*
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|-
|Yunqi Cai
||
*
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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
||
* reproduce Google attention RNN-T system
||
* continue work on attention RNN-T
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*
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|-
|Haoran Sun
||
* vending machines projects
* experiments for speaker embedding
||
* graduation reply
||
*
|-

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|Chen Chen
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* Review papers
* Prepare for weekly reading
||
* Review papers
* Finish course projects
||
*
|-

|-
|Pengqi Li
||
*Some project task
||
*Finish PUFA report
||
*
|-

|-
|Weida Liang
||
*
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*
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*
|-

|-
|Zixi Yan
||
* Tibetan speech recognition experiment based on MFCC
* Tibetan speech recognition experiment based on WAV2VEC feature
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*
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*
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|Sirui Li
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* Remove speaker information from features
* Do max-pooling for feature
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*
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*
|-

|-
|Haoyu Jiang
||
* Finish speaker verification test
* Data preparation for face verification
||
*
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*
|-

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|Ruihai Hou
||
* deliver the first version of segTool
* setup the experiment environment of LSH
||
*
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*
|-

|-
|Renmiao Chen
||
* do course projects
||
* do course projects
||
*
|-
|Wenqiang Du
||
* aishell KALDI course
* Some project cooperation
||
* Continue aishell KALDI course
* Some project cooperation
* Research on abusive sound detection
||
*
|-

2022-04-25

2022-04-25T10:50:19Z

Sunhaoran：

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

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

|-
|Lantian Li
||
* Push CNCSRC
* Posdoc report (4/5)
||
* Push CNCSRC (Template)
* PUFA project delivery
* Posdoc report (Done)
||
*
|-

|-
|Ying Shi
||
* investigate CNN channel [http://192.168.0.51:5555/cgi-bin/cvss/cvss_request.pl?account=shiying&step=view_request&cvssid=854 cvss]
||
* continue work on CNN
||
*
|-

|-
|Haoran Sun
||
* l1 adv loss
||
* subjective evaluation
||
*
|-

|-
|Chen Chen
||
* Review AVSR & LipReading papers
* Prepare course quiz & project
||
* Review AVSR & LipReading papers
* Pre-process LRW-1000 dataset and test pretrain model
||
*
|-

|-
|Pengqi Li
||
*
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*
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*
|-

|-
|Weida Liang
||
*
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*
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*
|-

|-
|Zixi Yan
||
* Noss experimental system construction
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*
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*
|-

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|Sirui Li
||
* Prepare weekly reading report
* Generate lexicon with 10 Clusters
||
* Remove the speaker information for phonetic classification
||
*
|-

|-
|Haoyu Jiang
||
*
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*
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*
|-

|-
|Ruihai Hou
||
* continue organizing the code structure for speaker diarization
* add time license
||
*
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*
|-

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

2022-04-18

2022-04-18T10:53:38Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Review paper on speech visalization
||
* Keep on visualization review paper
||
*
|-

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

|-
|Lantian Li
||
* Push CNCSRC (Toolkit/QA/ECAPA)
* Posdoc report (2/5)
* ICASSP 2022 presentation
||
* Push CNCSRC (Template)
* PUFA project delivery
* Posdoc report (Done)
|-

|-
|Ying Shi
||
* School project proposal
||
* back to zeus/kws
||
*
|-

|-
|Haoran Sun
||
* The dissertation
||
* Cycle paper
||
*
|-

|-
|Chen Chen
||
* Review AVSR & LipReading papers
||
* Review AVSR & LipReading papers
* Prepare course quiz & project
||
*
|-

|-
|Pengqi Li
||
* Project(1/3)
* study attention
||
* Project
* study methods of pooling related to attention
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
* ABX score for Librispeech
||
* Generate lexicon with CTC
||
*
|-

|-
|Haoyu Jiang
||
*
||
*
||
*
|-

|-
|Ruihai Hou
||
* Organize the code structure for speaker diarization
||
*
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*
|-

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

2022-03-21

2022-03-21T10:59:24Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Rewrite the TASLP RC paper
* Design new architecture for speech engrave
||
* Interspeech paper polishment
||
*
|-

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

|-
|Lantian Li
||
* Push CNCSRC (Submission system and Leaderboard Open)
* PUFA project delivery [http://192.168.0.51:5555/cgi-bin/cvss/cvss_request.pl?account=lilt&step=view_request&cvssid=832 cvss]
* Sunine update
||
* Push CNCSRC
* INTERSPEECH 2022
|-

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

|-
|Haoran Sun
||
* experiments for cycle loss
* website of cycleflow
||
* paper
||
*
|-

|-
|Chen Chen
||
* Prepare weekly reading report
||
* Review Mandrain Lip Reading Datasets
||
*
|-

|-
|Pengqi Li
||
* more Experiments on visualization
||
* Interspeech
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
* Phoneme set discovery and dictionary generation
||
* Go on dictionary generation
||
*
|-

|-
|Haoyu Jiang
||
*
||
*
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-

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

}

2022-03-14

2022-03-14T10:09:15Z

Sunhaoran：

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

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

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

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

|-
|Haoran Sun
||
* results of CycleVC [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/0/05/CycleVCd128.pdf pdf]
* tools for vc
||
* paper
||
*
|-

|-
|Chen Chen
||
* Prepare report of Lip Reading & AVSR
||
* Reproduce experiments of reviewed methods
||
*
|-

|-
|Pengqi Li
||
*
||
*
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
*
||
*
||
*
|-

|-
|Haoyu Jiang
||
*
||
*
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-

|-
|Renmiao Chen
||
* redo for MI and CKA
* achieve dePLDA
||
* improve dePLDA
* do some experiment for score fusion
|-

|}

文件:CycleVCd128.pdf

2022-03-14T10:08:24Z

Sunhaoran：

2022-03-07

2022-03-07T10:49:43Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Odyssey papers done
* Trans RC paper draft done
||
* More literature review for the Trans TC paper
||
*
|-

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

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

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

|-
|Haoran Sun
||
* the odyssey paper
* cycle and adversarial training on AutoVC [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/1/14/CycleVC.pdf pdf]
||
* CycleVC adjustment
* Cycle loss plus adversarial loss on AutoVC
* experiments for RC paper
||
*
|-

|-
|Chen Chen
||
* Review papers about lip-reading & audio-visual speech recognization
* Do experimrnts of AV-HuBERT
||
* Review papers about lip-reading & audio-visual speech recognization
* Try finetune & pretrain of AV-HuBERT
||
*
|-

|-
|Pengqi Li
||
* experiments on visualization
||
* check and restruct experiments
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
* DO experiments on MOSES
||
*
||
*
|-

|-
|Haoyu Jiang
||
*
||
*
||
*
|-

|-
|Ruihai Hou
||
* test binary embedding performance(mAP,speed) on speaker retrieval task
||
* do some tests on AE
||
*
|-

|-
|Renmiao Chen
||
* learn and try to use dePLDA
||
* finish task of dePLDA
* prepare for sharing
|-

|}

文件:CycleVC.pdf

2022-03-07T10:45:07Z

Sunhaoran：

2022-02-28

2022-02-28T10:59:41Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Investigation on IB/VC
* Odyssey paper
||
* Odyssey paper
||
*
|-

|-
|Yunqi Cai
||
* NCFS project
||
*
||
*
|-

|-
|Lantian Li
||
* Push CNCSRC (Update Sunine)
* Finish ASVSpoof response
* Polish C-P Map
||
* Odyssey paper
||
*
|-

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

|-
|Haoran Sun
||
* Autovc debug
||
* AutoVC with adversarial training
* odyssey paper
||
*
|-

|-
|Chen Chen
||
* Review papers about lip-reading & audio-visual speech recognization
* Done: Prepare data & environment for experiments of AV-HuBERT
||
* Review papers about lip-reading & audio-visual speech recognization
* Do experimrnts of AV-HuBERT
||
*
|-

|-
|Pengqi Li
||
*
||
*
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
* Asr experiments on different layers of multilingual W2V model
||
*
||
*
|-

|-
|Sirui Li
||
* Find and learn the mose system
||
* Train and test the mose system
||
*
|-

|-
|Haoyu Jiang
||
* Train the CN-Celeb baseline
||
* Go on training
* Prepare data
||
*
|-

|-
|Ruihai Hou
||
* finish speaker diarization interface and generate diarization figure
||
*
||
*
|-

|-
|Renmiao Chen
||
* test and adjust single-modality modal
||
* learn and use decoupled PLDA for cross-modal test
|-

|}

2022-02-21

2022-02-21T10:58:31Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Experiment on IB control with conditional model [http://192.168.0.51:5555/cgi-bin/cvss/cvss_request.pl?account=wangd&step=view_request&cvssid=847], rough conclusions were obtained.
* Refine the AV speaker recognition theoretical part.
* Review for ICME.
||
* Complete ICME review
* VQMIVC reproduction, update with random mask
* Some missing papers treatment: (1) true nonlinear LDA (2) CycleFlow (3) Thermal-visual database
||
*
|-

|-
|Yunqi Cai
||
*NSFC Application
*Materials inverse design investigation
||
*
||
*
|-

|-
|Lantian Li
||
* Push CNCSRC (Data release and SR baseline)
* Submit Tencent AI Lab project
* Submit M2ASR concluding report
* Write ASVSpoof response
||
* Submit ASVSpoof response
* Finish Draft of C-P Map paper
||
*
|-

|-
|Ying Shi
||
* Speech engrave on overlap speech data
* M2ASR final report
||
* Speech engrave on overlap speech data
||
*
|-

|-
|Haoran Sun
||
* autoVC with cycle loss [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/1/16/Autovc-cyc.pdf pdf] [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/6/66/Pre.rar demo]
||
* cycle loss after adverserial training
* VQMIVC
||
*
|-

|-
|Chen Chen
||
* Review papers about lip-reading & audio-visual speech recognization
* Prepare data & environment for experiments of AV-Hubert
||
* <-- keep doing these tasks
||
*
|-

|-
|Pengqi Li
||
* collated the visualization methods that have been reproduced
* some scripts for baseline(cncsrc)
||
* study feature aggregation
||
*
|-

|-
|Weida Liang
||
* 3~6 spk cycle loss models on wav2vec+seq2seq model
* Rewrite paper and focus on cycle loss
||
* Finish paper framework
* Push test on WER scoring
||
*
|-

|-
|Zixi Yan
||
* Multi-language W2V model features were used for ASR experiments and compared with traditional MFCC features
||
* Asr experiments on different layers of multilingual W2V model
||
*
|-

|-
|Sirui Li
||
* Make an experiment plan
* Read the HuBERT paper and code
||
* Finish the hubert-U framework
||
*
|-

|-
|Haoyu Jiang
||
*Find the baseline for CN-Celeb speaker identification
||
*Train this baseline and find more face recognition baseline
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-

|-
|Renmiao Chen
||
* Check CKA
||
*
|-

|}

文件:Pre.rar

2022-02-21T10:55:56Z

Sunhaoran：

文件:Autovc-cyc.pdf

2022-02-21T10:55:37Z

Sunhaoran：

2022-01-24

2022-01-24T09:32:30Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Reschedule the cycleFlow paper
* Keep on investigation for multi-modality information fusion
||
* Rewrite cycleFlow
||
*
|-

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

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

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

|-
|Haoran Sun
||
* some experiments on AutoVC [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/1/1c/Autovc.pdf pdf]
||
* more experiments for cycle loss
||
*
|-

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

|-
|Pengqi Li
||
* study representation learning(self-supervised learning)
* Using mel-spectrum and standard softmax on small data, models are trained
* Data preprocessing
||
* Visualization on a small models(mel-spectrum & MFCC)
* Implement RELAX
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
*
||
*
||
*
|-

|-
|Haoyu Jiang
||
*
||
*
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-

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

|}

文件:Autovc.pdf

2022-01-24T09:29:56Z

Sunhaoran：

2022-01-17

2022-01-17T10:59:21Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* OLR workshop preparation
* CNSRC plan: metric design
* Capsulate review: emotion recognition
* Visual-audio SID experiment plan design
||
* Keep on multi-modal review & information fusion
||
*
|-

|-
|Yunqi Cai
||
*Low-light image simulation and data preparation
*capsule network review
*Research plan guidance for interns
*Conceptual model of intelligent sensor
||
*
||
*
|-

|-
|Lantian Li
||
* Polish CNCSRC plan
* Write hard trials paper
||
* Finish hard trials paper
||
*
|-

|-
|Ying Shi
||
* Analysis FA of Speech engrave
* Speech engrave with position embedding [http://192.168.0.51:5555/cgi-bin/cvss/cvss_request.pl?account=shiying&step=view_request&cvssid=829 here]
||
* Analysis Speech engrave with position embedding
||
*
|-

|-
|Haoran Sun
||
* experiments for rebuttal
* update CycleFlow code
* AutoVC with cycle loss
||
* More training and evaluation on AutoVC
* More attempts on cycle loss
||
*
|-

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

|-
|Pengqi Li
||
* Read Paper (RELAX,RISE); Finish Demo about RISE
* Evaluate the importance maps with Deletion and Insertion
||
* Test MFCC
* Finish RELAX
||
*
|-

|-
|Weida Liang
||
* Paper sharing on any-to-any VC
* Finish training wav2vec model
* Ongoing wav2vec+AE model
||
* Finish all model training
* Test and comparison analysis
||
*
|-

|-
|Zixi Yan
||
* Write code for extracting wav2vec features in Kaldi
||
*
||
*
|-

|-
|Sirui Li
||
* Extract MFCC features for GAN
* Write a project application
||
* Go on GAN experiment
||
*
|-

|-
|Haoyu Jiang
||
*Complete the data partition
*Prepare group report
||
*
||
*
|-

|-
|Ruihai Hou
||
* Read the UIS-RNN paper
* Run some tests on speaker diarization
||
* Try to train the UIS-RNN model
||
*
|-

|-
|Renmiao Chen
||
* Do three experiments for PMI.
* Do something for programming TA.
||
* Finish experiments for PMI.
|-

|}

2022-01-03

2022-01-03T10:59:49Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Review multi-modal and multi-view literature
* Design lip2wav models (possibly based on GCN)
* Continuous construct theory for noisy linear flow and PCA
||
* Keep on multi-modal design
* CNSRC test plan
||
*
|-

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

|-
|Lantian Li
||
* Push CNCSRC plan
* Update Sunine toolkit [https://gitlab.com/csltstu/sunine]
||
* Go on hard trials paper
||
*
|-

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

|-
|Haoran Sun
||
* some modification on x-vector
||
* intorduce bottleneck into it
||
*
|-

|-
|Chen Chen
||
* Finish final exam
* Finish course projects
||
* 3 small course thesis
||
*
|-

|-
|Pengqi Li
||
*
||
*
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
* Do wav2vec-u in Swedish
* Prepare bi-weekly report
||
*
||
*
|-

|-
|Haoyu Jiang
||
* Recalculate FAR
* Divide the data into several parts
||
* Calculate the FAR of the divided data
* To complete the data partition
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-
*
|-
|Renmiao Chen
||
* Prepare for stochastic process final exam
||
* Finish the remaining homework
* Do some work
||
*
|-
|}

2021-12-27

2021-12-27T10:57:06Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Hard trails paper revised
* Investigate link between AE and flow in the linear case [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/91/Linear.png]
* Investigate audio visual pretraining
||
* Keep on neural PCA theory
||
*
|-

|-
|Yunqi Cai
||
* AE baseline
* Alignet & AE joint training for Infra to Visible domain transfer
* Gatenet for Visible and Infra latent code fusion
||
*
||
*
|-

|-
|Lantian Li
||
* Plan CNCSRC stuffs.
* Maintain Sunine.
* Deliver projects.
* Modify patents.
||
* Go on Hard trials paper.
||
*
|-

|-
|Ying Shi
||
* m2asr Kirgiz check
||
* continue on speech engrave (text attend speech; HMM based attention)
||
*
|-

|-
|Haoran Sun
||
* some contrast experiment
||
* design the timbre encoder with a design similar to x-vector
* insert the new encoder into our four-encoder structure
||
*
|-

|-
|Chen Chen
||
* Do course project
* Organize Kirgiz data
||
* Do course project
* Prepare for stochastic process final exam
||
*
|-

|-
|Pengqi Li
||
*
||
*
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
* Debug bugs encountered when using the fine-tuning model
||
*
||
*
|-

|-
|Sirui Li
||
* Adjust the parameters to use thchs30 training
||
*
||
*
|-

|-
|Haoyu Jiang
||
* Sampling out pictures compute FAR
||
*
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-

|-
|Renmiao Chen
||
* Do course project
||
* Do course project
* Prepare for stochastic process final exam
||
*
|-

|}

2021-12-20

2021-12-20T11:07:36Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Hard trials paper revision - on going
* ICASSP paper review done
||
* Hard trials paper reviewion - keep on
||
*
|-

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

|-
|Lantian Li
||
* Upload AI course exam questions.
* Merge ECAPA-TDNN and Auto-LR into Sunine.
* Submit ETM TASLP response.
||
* Clean up PUFA data and build cross-channel system.
* Take charge of CNCSRC.
* Exps of hard trials.
||
*
|-

|-
|Ying Shi
||
* Some analyse about fncmd and speech engrave [http://192.168.0.51:5555/cgi-bin/cvss/cvss_request.pl?account=shiying&step=view_request&cvssid=829 cvss]
* Prepare huawei retrain
||
* Consider about HMM-based attention mechanism
||
*
|-

|-
|Haoran Sun
||
* add contrastive loss
||
* short-term ib dimension adjustment
* speaker encoder adjustment
||
*
|-

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

|-
|Pengqi Li
||
* a little analysis about aamsoftmax on cam && saliency map on image domain
* homework
||
*
||
*
|-

|-
|Weida Liang
||
*
||
*
||
*
|-

|-
|Zixi Yan
||
* Preparation for sharing about capsule
* Revise the thesis opening report
||
*
||
*
|-

|-
|Sirui Li
||
* Unsupervised experiment of thchs30
* Revise the thesis opening report
||
*
||
*
|-

|-
|Haoyu Jiang
||
* Compute the cosine distance
* Revise the thesis opening report
||
*
||
*
|-

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

|}

2021-12-13

2021-12-13T10:52:48Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Spoof paper refined
* Start the hard trials paper
||
* Hard trials paper
||
*
|-

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

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

|-
|Ying Shi
||
* Test fncmd and speech engrave on huawei_cross_channel data [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/8/82/Speech_engrave_fncmd_huawei_cross.png here]
||
* Retrain speech engrave model(make speech engrave and fncmd are Comparable on far field test set)
** Huawei cross channel data
** Score margin
** Discriminative training
* Retrain fncmd model with huawei data.
||
*
|-

|-
|Haoran Sun
||
* some analysis on c-vector
* training processing of c-vector
||
* remove f0 decoder of c-vector
* a easier model with only content and speaker encoders based on long-short term assumption
||
*
|-

|-
|Chen Chen
||
* perform kmeans and pca on wav2vec result
* check GAN
||
* fix bug of uasr_model
||
*
|-

|-
|Pengqi Li
||
* Verifying the correctness of the a series of cam method
* reproduce the method of Layer-CAM on classification
||
* more experiment and analysis on this method
||
*
|-

|-
|Weida Liang
||
* Finish training for not-ever-seen speaker on baseline AE and cycle model
* Build the framework of wav2vec model
||
* Full test on baseline & cycle model
* More details need to be discussed on wav2vec model
||
*
|-

|-
|Zixi Yan
||
* Fine-tune the wav2vec model on dev-other
* Test the effect of Tibetan adjusted model
||
*
||
*
|-

|-
|Sirui Li
||
* Compare the effects of TIMIT and Tibetan fine-tune
||
* More comparative experiments
||
*
|-

|-
|Haoyu Jiang
||
*
||
*
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-

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

|}

文件:Ivec eval lda 100.png

2021-12-13T09:57:34Z

Sunhaoran：

文件:Ivec eval lda.png

2021-12-13T09:57:07Z

Sunhaoran：

文件:Ivec dev lda 100.png

2021-12-13T09:56:34Z

Sunhaoran：

文件:Ivec dev lda.png

2021-12-13T09:56:08Z

Sunhaoran：

文件:Ivec eval 100.png

2021-12-13T09:55:45Z

Sunhaoran：

文件:Ivec eval.png

2021-12-13T09:54:30Z

Sunhaoran：

文件:Ivec dev 100.png

2021-12-13T09:54:04Z

Sunhaoran：

文件:Ivec dev.png

2021-12-13T09:53:37Z

Sunhaoran：

文件:Cvec vad eval 100 lda.png

2021-12-13T09:52:59Z

Sunhaoran：

文件:Cvec vad eval lda.png

2021-12-13T09:52:35Z

Sunhaoran：

文件:Cvec vad dev 100 lda.png

2021-12-13T09:51:59Z

Sunhaoran：

文件:Cvec vad dev lda.png

2021-12-13T09:51:37Z

Sunhaoran：

文件:Cvec vad eval 100.png

2021-12-13T09:51:03Z

Sunhaoran：

文件:Cvec vad eval.png

2021-12-13T09:50:29Z

Sunhaoran：

文件:Cvec vad dev 100.png

2021-12-13T09:49:48Z

Sunhaoran：

文件:Cvec vad dev.png

2021-12-13T09:49:11Z

Sunhaoran：

文件:Cvec vox.png

2021-12-13T09:48:21Z

Sunhaoran：

文件:Loss z.png

2021-12-13T09:47:42Z

Sunhaoran：

文件:Loss x.png

2021-12-13T09:47:17Z

Sunhaoran：

文件:Loss f0.png

2021-12-13T09:46:49Z

Sunhaoran：

文件:Loss.png

2021-12-13T09:45:53Z

Sunhaoran：

2021-12-06

2021-12-06T10:55:52Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
|-
|Dong Wang
||
* Refine spoof paper
* Prepare talk for information theory in NN
* Prepare talk for representation investigation.
||
* Finish poof paper
||
*
|-

|-
|Yunqi Cai
||
*review papers about CQDs
*Verify the deconvolution of infrared and visible faces
*Verify infrared and visible image fusion based on GLOW model
*Arrange research plans for interns
||
*
||
*
|-

|-
|Lantian Li
||
* Finish course on AI.
* Study speaker separation and think about structural embedding.
||
* Finish ETM response.
* Exps of hard trials.
||
*
|-

|-
|Ying Shi
||
* Report about e2e kws
* speech engrave (garbage node, sil training data, text to speech attention)
* analyse fenyinta test data
||
* more analyse about speech engrave(speech to text attention)
* speech engrave (text to speech attention)
||
*
|-

|-
|Haoran Sun
||
* some tests on our model
||
* make some more efficient attempts
* ——remove rhythm and pitch encoders
* ——increase distance between speakers
* ——improve content encoder
* ——make use of speaker label
||
*
|-

|-
|Chen Chen
||
* pre-process audio data & train GAN with wav2vec2 output data directly
||
* use kmeans and pca clustering wav2vec2 output to build better segment representation
||
*
|-

|-
|Pengqi Li
||
* reproduce a series of CAM method on speaker classification
||
*
||
*
|-

|-
|Qingyang Zhu
||
*
||
*
||
*
|-

|-
|Weida Liang
||
* Finish the first version on improved exemplar autoencoder with cycle loss
* Rethink the theory analysis part
||
* Test on never-before-seen speaker conversion
* Review the code of wav2vec, StarGAN and PPG based GAN
||
*
|-

|-
|Zixi Yan
||
*
||
*
||
*
|-

|-
|Sirui Li
||
*
||
*
||
*
|-

|-
|Haoyu Jiang
||
* Face sampling in CNCeleb dataset
* Filter videos without the target's face
||
*
||
*
|-

|-
|Ruihai Hou
||
*
||
*
||
*
|-

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

|}

Weekly meeting

2021-11-29T13:12:34Z

Sunhaoran：

*Location: FIT-1-304

{| class="wikitable"
! Date !! Speaker!! Title !! Materials !! On duty
|-
| 2012/08/27 ||Dong Wang || Heterogeneous Convolutive Non-negative Sparse Coding ||[[媒体文件:Heterogeneous_convolutive_non-negative_sparse_coding.pdf|slides]] [http://homepages.inf.ed.ac.uk/v1dwang2/public/pdf/inerspeech2012-hetero.pdf paper] ||
|-
|2012/09/03 ||NO Meeting|| || ||
|-
|2012/09/10 || NO Meeting|| || ||
|-
|2012/09/17 ||WALEED ABDULLA||Auditory Based Feature Vectors for Speech Recognition ||[[媒体文件:AuditoryBasedFeatureVectors.pdf|slides]]||范淼
|-
| rowspan="2"|2012/09/24 ||刘超|| N-gram FST indexing for Spoken Term Detection || [[媒体文件:120924-N_gram_FST_indexing_for_Spoken_Term_Detection-LC-0.pdf|slides]] ||尹聪
|-
|范淼||Micro-blogging, Wikipedia, Folksonomy, What's Next? ||[[媒体文件:120924-Micro-blogging, Wikipedia, Folksonomy, What's Next-FM--01-FM-.pdf|slides]] ||
|-
| 2012/10/08 ||NO Meeting|| || ||
|-
| 2012/10/15 ||NO Meeting|| || ||
|-
|2012/10/22||Wu Xiaojun||speaker recognition in CSLT ||[[媒体文件:VPR_in_CSLT.pdf|slides]]||卡尔
|-
| rowspan="1"|2012/10/29 ||王军||An overview of Automatic Speaker Diarization Systems || [[媒体文件:121027-Speaker Diarization-WJ.pdf|slides]] ||别凡虎
|-
| rowspan="1"|2012/11/05 ||别凡虎||Experiments on Emotional Speaker Recognition||[[媒体文件:121104-Experiments_on_Emotional_Speaker_Recognition-BFH.pdf|slides]] ||刘超
|-
| rowspan="1"|2012/11/12 ||唐国瑜||Statistical Word Sense Improves Document Clustering ||[[媒体文件:121112_Statistical_Word_Sense_Improves_Document_Clustering_TGY.pdf‎ |slides]]||邱晗
|-
| rowspan="1"|2012/11/19 ||张陈昊||TDSR with Long-term Features Based on Functional Data Analysis||[[媒体文件:121118-ISCSLP-FDA_SR-ZCH.pdf|slides]] ||王俊俊
|-
| rowspan="1"|2012/11/26 ||王琳琳||Time-Varying Speaker Recognition: An Introduction||[[媒体文件:121126-Time_Varying_Speaker_Recognition_I-Wll.pdf‎|slides]] ||龚宬
|-
| rowspan="1"|2012/12/03 ||No meeting|| || ||
|-
| rowspan="1"|2012/12/10 ||No meeting|| || ||
|-
| rowspan="1"|2012/12/17 ||No meeting|| || ||

|-
| rowspan="1"|2012/01/07 || || || ||
|-
|2012/01/07 ||王军||基于DF-MAP的说话人模型训练方法||[[媒体文件:130107-基于DFMAP的说话人模型训练方法-WJ.pdf|slides]] ||唐国瑜
|-
| rowspan="1"|2012/01/14 ||王东|| Computing in CSLT ||[[媒体文件:Computing_in_CSLT.pdf|slides]] ||王琳琳
|-

|-
| rowspan="1"|2013/03/04 ||王军||Sequential Adaptive Learning for Speaker Verification ||[[媒体文件:130301-Sequential adaptive learning for speaker verification-WJ.pdf|slides]] ||别凡虎
|-
| rowspan="1"|2013/03/11 || Du Jinle|| VAD stuff || ||
|-
| rowspan="1"|2013/03/18 || || || ||
|-
| rowspan="1"|2013/03/25 || || || ||
|-
| rowspan="1"|2013/04/01 || || || ||
|-
| rowspan="1"|2013/04/08 || 张陈昊|| A Fishervoice based Feature Fusion Method for SUSR ||[[媒体文件:130408-FisherVoice-ZCH.pdf|slides]] ||谢仲达
|-
| rowspan="1"|2013/04/15 ||龚宬|| An Exploration on Influence Factors of VAD's Performance in Speaker Recognition ||[[媒体文件:130415-An_Exploration_on_Influence_Factors_of_VAD-GC.pdf|slides]] ||
|-
| rowspan="1"|2013/04/22 ||王俊俊 || Understanding the Query: THCIB and THUIS at NTCIR-10 Intent Task ||[[媒体文件:130422-Understanding_the_Query-WJJ.pdf|slides‎]] ||
|-
| rowspan="1"|2013/04/29 || || || ||
|-
| rowspan="1"|2013/05/06 ||别凡虎 ||MLLR on Emotional Speaker Recognition ||[[媒体文件:130506-MLLR on Emotional Speaker Recognition-BFH.pdf|slides]] ||
|-
| rowspan="1"|2013/05/13 ||刘超 || The Use of Deep Neural Network for Speech Recognition || [[媒体文件:130513-the_use_of_dnn_for_asr-lc.pdf|slides]] ||
|-
| rowspan="1"|2013/05/20 || || || ||
|-
| rowspan="1"|2013/05/27 ||王琳琳|| 说话人识别中的时变鲁棒性问题研究 || [[媒体文件:130527-TVSV-Wll.pdf|slides]] ||
|-
| rowspan="1"|2013/06/03 ||王俊俊|| 汉语搜索结果聚类系统研究与实现 || [[媒体文件:130601-毕业答辩-02-WJJ.pdf|slides]] ||
|-
| rowspan="1"|2013/06/10 || || || ||
|-
| rowspan="1"|2013/06/17 ||范淼 || Relation Extraction ||[[媒体文件:130617-relation_extraction-fm.pdf|slides]] ||
|-
| rowspan="1"|2013/06/24 ||唐国瑜 || Incorporating Statistical Word Senses in Topic Model ||[[媒体文件:130624_Incorporating Statistical Word Senses in Topic Model_TGY.pdf|slides]] ||
|-
| rowspan="1"|2013/07/01 || || || ||
|-
| rowspan="1"|2013/07/08 || || || ||
|-
| rowspan="1"|2013/07/15 || || || ||
|-
| rowspan="1"|2013/09/09 ||王东 || Research Frontier in Speech Technology||[[媒体文件:Research Frontier in Speech Technology.pdf|slides]] ||
|-
| rowspan="1"|2013/09/16 || || || ||
|-
| rowspan="1"|2013/09/23 || || || ||
|-
| rowspan="1"|2013/09/30 || || || ||
|-
| rowspan="1"|2013/10/07 || || || ||
|-
| rowspan="1"|2013/10/14 || || || ||
|-
| rowspan="1"|2013/10/21 ||范淼 ||Transduction Classification with Matrix Completion （中文报告）||[[媒体文件: Transduction_Classifiction_with_Matrix_Completion.pdf‎|slides]] [http://pages.cs.wisc.edu/~jerryzhu/pub/mc4ssl_FINAL.pdf paper]|| 李蓝天
|-
| rowspan="1"|2013/10/28 || || || ||
|-
| rowspan="1"|2013/11/04 || 王军 || 基于i-vector的intersession补偿及打分方法(综述) || [[媒体文件:131104-ivecto下intersession补偿及打分方法--01-WJ-.pdf‎|slides]]||
|-
| rowspan="1"|2013/11/11 ||张陈昊 ||PLDA介绍及PLDA在说话人识别中的应用 ||[[媒体文件:PLDA.pdf|slides]] || 唐国瑜
|-
| rowspan="1"|2013/11/18 ||别凡虎 ||i-vector理论介绍（讨论）||[[媒体文件:131118-i-vector_and_GMM-UBM-BFH.pdf|slides]]‎ ||王军
|-
| rowspan="1"|2013/11/25 ||刘超 || Pruning Neural Networks By Optimal Brain Damage(综述)||[[媒体文件:131125-OBD-LC-01.pdf|slides]] ||范淼
|-
| rowspan="1"|2013/12/02 ||范淼 ||Distant Supervision for Relation Extraction with Matrix Completion （英文报告）||[[媒体文件:131202-DRMC-FM-01.pdf|slides]] || 李蓝天
|-
| rowspan="1"|2013/12/09 || Dong Wang|| Introduction to the HMM-based speech synthesis||[http://hts.sp.nitech.ac.jp/archives/2.2/HTS_Slides.zip slides] ||
|-
| rowspan="1"|2013/12/16 ||张陈昊 ||语音研究中的基元介绍 ||[[媒体文件:131215-Phonology-ZCH.pdf|slides]] ||
|-
| rowspan="1"|2013/12/23 || Dong Wang|| Introduction to the HMM-based speech synthesis (2)||[http://hts.sp.nitech.ac.jp/archives/2.2/HTS_Slides.zip slides] ||
|-
| rowspan="1"|2013/12/23 || || || ||
|-
| rowspan="1"|2013/12/30 ||刘荣 || continuous space language model||[[媒体文件:Cslm-cslt.pdf|slides]] ||刘超
|-
| rowspan="1"|2014/01/06 || || || ||
|-
| rowspan="1"|2014/01/13 || || || ||
|-
| rowspan="1"|2014/01/20 || || || ||
|-
| rowspan="1"|2014/02/24 || || || ||
|-
| rowspan="1"|2014/03/03 || || || ||
|-
| rowspan="1"|2014/03/10 ||范淼|| Distant Supervision for Information Extraction (英文报告)|| || 李蓝天
|-
| rowspan="1"|2014/03/17 ||唐国瑜 || Topic Models Incorporating Statistical Word Senses || [[媒体文件:TMISWS_For_CICLing2014.pdf|slides]]||
|-
| rowspan="1"|2014/03/24 ||孟祥涛 || Noisy training for Deep Neural Networks|| ||
|-
| rowspan="1"|2014/03/31 ||范淼|| Translating Embeddings for Modeling Multi-relational Data （中文报告） || [https://www.hds.utc.fr/everest/lib/exe/fetch.php?id=en%3Atranse&cache=cache&media=en:cr_paper_nips13.pdf paper]||李蓝天
|-
| rowspan="1"|2014/04/07 || || || ||
|-
| rowspan="1"|2014/04/14 || Wang Jun|| I-vector and PLDA in depth ||[[媒体文件:131104-ivector-microsoft-wj.pdf|slides]] ||
|-
| rowspan="1"|2014/04/21 || 邱晗||汉语事件句式规范化处理 ||[[媒体文件:140421-汉语事件句式规范化-QH.pdf‎|slides]] ||
|-
| rowspan="1"|2014/04/28 || 唐国瑜|| Some papers in　CICLing2014 ||[[媒体文件:Some_papers_in_CICling2014.pdf|slides]] ||刘超
|-
| rowspan="1"|2014/05/05 || || || ||
|-
| rowspan="1"|2014/05/12 || 卡尔|| paper introduction || [[媒体文件:Acoustic Factor Analysis.pdf|slides]] || 邱晗
|-
| rowspan="2"|2014/05/19 || 邱晗|| 汉语事件句式CCG推导树重构 ||[[媒体文件:140519-CCG_reConstruction.pdf‎|slides]]‎|| 卡尔
|-
|Liu Chao|| master proposal: sparse and deep neural networks || [[媒体文件:140519-proposal-LC-01.pdf|slides]] ||
|-
| rowspan="1"| || Liu Chao|| 2nd master proposal: sparse and deep neural networks|| ||
|-
| rowspan="1"|2014/06/16 || 别凡虎 || Truncated Wave based VPR and Some Recent Work || [[媒体文件:140614-Truncated_Speech_based_VPR.pdf‎|slides]]‎ || 别凡虎
|-
| rowspan="1"|2014/06/23 || 别凡虎 || Block-wise training for I-vector || [[媒体文件:140623-Block-wise training for I-vector.pdf‎|slides]]‎ || 别凡虎
|-
| rowspan="1"| 2014/07/07||王军 ||Discriminative Scoring for Speaker Recognition Based on I-vectors || [[媒体文件:140707-work_report.pdf|slides]]|| 王军
|-
| rowspan="1"| 2014/09/01|| || || ||
|-
| rowspan="1"|2014/09/09 ||别凡虎 ||Reseach on Truncated Wave based VPR||[[媒体文件:140909-Truncated Speech based VPR.pdf|slides]] || 别凡虎
|-
| rowspan="1"| 2014/09/15|| || || ||
|-
| rowspan="1"|2014/09/22 || Miao Fan|| Large-scale Entity Relation Extraction based on Low-dimensional Representations (中文报告，博士开题)
||[[媒体文件:基于低维表示的大规模实体关系挖掘技术.pdf‎|slides]] || Lan TianLi
|-
| rowspan="1"| 2014/09/29 || || || ||
|-
| rowspan="1"|2014/10/13 || Miao Fan|| The Frontier of Knowledge Embedding （英文报告）|| [[媒体文件:The_Frontier_of_Knowledge_Embedding.pdf‎|slides]]|| Lan TianLi
|-
| rowspan="1"|2014/10/20 || || || ||
|-
| rowspan="1"|2014/10/27 || Li Yi || Phonemes, Features, and Syllables: Converting Onset and Rime Inventories to Consonants and Vowels||[[媒体文件:Lanzhou Phonemes, Features, and Syllables- fianl.pdf|paper]] [[媒体文件:Syllables and phonemes - 20141027.pdf|slides]]||
|-
| rowspan="1"|2014/11/3 || 米吉提|| Automatic Speech Recognition of Agglutinative Language based on Lexicon Optimization||[[媒体文件:Mijit-slides-清华大学-2014-11-3.pdf|slides]] ||
|-
| rowspan="1"|2014/11/10 || || || ||
|-
| rowspan="1"|2014/11/17 ||Dong Wang || Highly restricted keyword spotting for Uyghur using sparse analysis|| [[媒体文件:Highly Restricted Keyword Selection Based on Sparse Analysis.pdf|slides]]||
|-
| rowspan="1"|2014/11/24 || || || ||
|-
| rowspan="1"|2014/12/1 ||ZhongDa Xie ||Incorporating Fine-Grained Ontological Relations in Medical Document Ranking || [[媒体文件:Fine-grained_relations.pdf|slides]]|| Lantian Li
|-
| rowspan="1"|2014/12/8 || || || ||
|-
| rowspan="1"|2014/12/15 || 唐国瑜 || 跨语言话题分析关键技术研究 ||[[媒体文件:141205-答辩-TGY.pdf|slides]] ||
|-
| rowspan="1"|2014/12/22 || || || ||
|-
| rowspan="1"|2014/12/29 || Askar || Language Mismatch in Speaker Recognition System||[[媒体文件:141229--askar.pdf|slides]] ||
|-
| rowspan="1"|2015/1/5 ||Lantian Li || Deep Neural Networks for Speaker Recognition || [[媒体文件:150104_Deep_Neural_Networks_for_Speaker_Recognition_LLT.pdf|slides]]||
|-
| rowspan="1"|2015/1/12 || || || ||
|-
| rowspan="1"|2015/1/19 || Dong Wang || Machine Learning Paradigms for Speech Recognition||[[媒体文件:Machine Learning Paradigms for Speech Recognition.pdf|slides]] [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6423821 paper] ||
|-
| rowspan="1"|2015/1/26 || Chen Guorong || Information Transmission and Distribution on Web ||[[媒体文件:An_introduction_of_complex_network1.pdf|slides]] ||
|-
| rowspan="1" |2015/3/9 || Dong Wang || Joint Deep Learning || [[媒体文件:Joint Deep Learning.pdf|slides]] ||
|-
| rowspan="1"|2015/3/16 || Dongxu Zhang || Knowledge learning from text data and knowledge bases || [[媒体文件:Joint Deep Learning.pdf|slides]] ||
|-
| rowspan="1"|2015/4/13 || Xuewei Zhang || Lasso-based Reverberation Suppression In Automatic Speech Recognition || [[媒体文件:Lasso-based Reverberation Suppression In Automatic Speech Recognition.pdf|slides]] ||
|-
| rowspan="1"|2015/5/11 || Dong Wang ||ASR and SID Research Frontier ||[[媒体文件:ASR and SID Research Frontier.pdf|slides]] ||
|-
| rowspan="1"|2015/11/23 || Zhiyuan Tang|| CTC learning|| [[媒体文件:CTC.pdf|slides]] ||
|-
| rowspan="1"|2015/11/30 || Mengyuan Zhao|| CNN-based music removal|| [[媒体文件:Music Removal by Convolutional Denoising.pdf | slides]] ||
|-
| rowspan="1"|2015/12/3 || Zhiyuan Tang|| Networks of Memory|| [[媒体文件:Memory_net.pdf|slides]] ||
|-
| rowspan="1"|2015/12/7 || Yiqiao Pan|| Document Classification with Spherical Word Vectors||[[媒体文件:Document Classification with Spherical Word Vectors.pdf|slides]] ||
|-
| rowspan="1"|2015/12/14 || Dong Wang || Transfer Learning for Speech and Language Processing ||[[媒体文件:Transfer_Learning_for_Speech_and_Language_Processing.pdf|slides]] ||
|-
| rowspan="1"|2015/12/21 || Qixin Wang || Attention for poem generation ||[[媒体文件:Ijcai 2016.pptx|slides]] ||
|-
| rowspan="1"|2015/12/28 || Lantian Li || Max-margin metric learning for speaker recognition || [[媒体文件:Max-margin-Metric-Learning.pdf|slides]]||
|-
| rowspan="1"|2016/1/4 || Zhiyong Zhang || Parallel training,MPE and natural gradient||[[媒体文件:20160104_张之勇_Large-scale Parallel Training in Speech Recognition.pdf|slides]]||
|-
| rowspan="1"|2016/1/18 || Dongxu Zhang || Memoryless Document Vector ||[[媒体文件:Memoryless_document_vector.pdf|slides]]||
|-
| rowspan="1"|2016/3/14 || Zhiyuan Tang|| Oral presentation for "vMF-SNE: Embedding for Spherical Data"|| [[媒体文件:embedding.pdf|slides]] ||
|-
| rowspan="1"|2016/3/28 || Tianyi Luo || Review for Neural QA || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/2/29/CSLT_Weekly_Report--20160328.pdf slides] ||
|-
| rowspan="1"|2016/4/11 || Rong Liu || Recommendation in Youku || [http://cslt.riit.tsinghua.edu.cn/mediawiki/index.php/%E6%96%87%E4%BB%B6:Cslt%E5%AE%9E%E9%AA%8C%E5%AE%A4%E4%BA%A4%E6%B5%81.pptx slides] ||
|-
| rowspan="1"|2016/5/09 || Miao Fan || Learning contextual embeddings of knowledge base with entity descriptions.|| [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/9c/Techreport_CSLT_2016_M.F..pdf slides] ||
|-
| rowspan="1"|2016/5/16 || Yang Wang || Research on conversation thread detection. || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/b/bb/%E6%B1%AA%E6%B4%8B-%E6%AF%95%E8%AE%BE-CSLT.pdf slides] ||
|-
| rowspan="1"|2016/5/20 || Yang Wang & Maoning Wang || Research on portfolio selection. || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/8/89/%E6%B1%AA%E6%B4%8B-%E9%87%91%E8%9E%8D%E7%AC%AC%E4%B8%80%E6%AC%A1%E5%88%86%E4%BA%AB.pdf slides1] [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/b/bb/%E6%B1%87%E6%8A%A5_%E8%B5%84%E4%BA%A7%E7%BB%84%E5%90%88%E4%B8%AD%E5%87%A0%E4%B8%AA%E8%AF%84%E4%BB%B7%E6%8C%87%E6%A0%87%E7%9A%84%E8%A7%A3%E9%87%8A.pdf slides2]||
|-
| rowspan="1"|2016/5/20 || Zhiyuan Tang || ICASSP 2016 summary || [[媒体文件:Note icassp16.pdf|slides]] ||
|-
| rowspan="1"|2016/5/23 || Dong Wang || graphical model and neural model || [[媒体文件:Graphic Model and Neural Model.pdf|slides]] [[媒体文件:Generative-Pdf.rar|papers]] ||
|-
| rowspan="1"|2016/8/02 || Zhiyuan Tang || Visualizing, Measuring and Understanding Neural Networks: A Brief Survey|| [[媒体文件:Nn analysis.pdf|slides]] ||
|-
| rowspan="1"|2016/8/03 || Yang Wang || Neural networks and genetic programming for financial forecasting || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/7/79/GeneticNN.pdf slides] ||
|-
| rowspan="1"|2016/11/05 || Yang Wang || Reinforcement Learning Models and Simulations || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/ca/RRL_and_sim.pdf slides] ||
|-
| rowspan="1"|2016/11/08 || April Pu || SOFTWARE DEVELIPMENT METHODOLOGIES || [http://wangd.cslt.org/talks/pdf/april_software.pptx slides] ||
|-
| rowspan="1"|2016/11/12 || Yang Wang || Generative Adversarial Nets || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/c9/Generative_adversarial_network.pdf slides] ||
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| rowspan="1"|2016/11/22 || Zhiyuan Tang || INTERSPEECH 2016 summary || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/6/65/Interspeech16_review.pdf slides] ||
|-
| rowspan="1"|2016/11/30 || Dong Wang || Deep and sparse learning in speech and language: an overview || [http://wangd.cslt.org/talks/pdf/bics2016.pptx slides] ||
|-
| rowspan="1"|2017/2/17 || Yang Wang || Review understanding deep learning requires rethinking generalization || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/3/3b/Review_understanding_deep_learning_requires_rethinking_generalization.pdf slides] ||
|-
| rowspan="1"|2017/6/5 || Dong Wang || Deep speech factorization || [http://wangd.cslt.org/talks/pdf/Deep-Speech-Factorization.pdf slides] ||
|-
| rowspan="1"|2017/6/8 || Shiyue Zhang || Convolutional Sequence to Sequence Learning || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Conv_seq2seq.pptx slides] ||
|-
| rowspan="1"|2017/6/12 || Shiyue Zhang || Memory-augmented Neural Machine Translation || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/3/36/Memory-augmented_Neural_Machine_Translation_.pptx slides] ||
|-
| rowspan="1"|2017/6/21 || Shiyue Zhang || Attention Is All You Need || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/6/68/Attention_is_all_you_need.pptx slides] ||
|-
| rowspan="1"|2017/6/26 || Jiyuan Zhang || Chinese poem generation using neural model || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/5/50/Flexible_and_Creative_Chinese_Poetry_Generation_Using_Neural_Memory_.pptx slides] ||
|-
| rowspan="1"|2017/6/21 || Miao Zhang || Speaker recognition on cough,laugh and wei ||
[http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f6/Zm_cough.pdf slides]
||
|-
| rowspan="1"|2017/7/10 || Aodong Li || Enhanced Neural Machine Translation by Learning from Draft || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/ca/Learning_from_draft.pptx slides] ||
|-
| rowspan="1"|2017/7/17 || Lantian Li || Study on Speaker Recognition || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/e/ec/170716-Study_on_SRE.pdf slides] ||
|-
| rowspan="1"|2018/12/6 || Xiuqi Jiang || Meta-Learning and Zero-Shot Learning || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/1/18/181205_Meta-Learning_and_Zero-Shot_Learning_JXQ.pdf slides] ||
|-
| rowspan="1"|2018/12/12 || Dan He || Tensor factorization neural net || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/3/3d/Tensor_factorization_neural_net.pdf slides] ||
|-
| rowspan="1"|2018/12/26 || Dong Wang || Towards deep statistical speaker representation || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/4/48/V.pdf slides] ||
|-
| rowspan="1"|2019/01/04 || Dong Wang || Speech in NIPS 2017/2018 || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/c8/Speech_in_NIPS_2017.pdf slides] ||
|-
| rowspan="1"|2019/07/17 || Dong Wang || Deep Feature Learning and Normalization for Speaker Recognition || [http://wangd.cslt.org/talks/pdf/india.pdf slides] ||
|-
| rowspan="1"|2019/08/19 || Sitong Cheng & Pengyuan Zhang || Periodic Report of Celebrity Video Data Collection. || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/0/08/C-STAR.pdf slides] ||
|-
| rowspan="1"|2019/08/19 || Dong Wang|| Continuous Learning for Neural Nets || [[媒体文件:Continuous Learning for Neural Nets.pdf|slides]]||
|-
| rowspan="1"|2019/09/11 || Dong Wang || Language Recognition in ICASSP 2019 || [http://wangd.cslt.org/talks/pdf/LRE-ICASSP-2019.pdf slides] ||
|-
| rowspan="1"|2019/09/11 || Sitong Cheng || Language Recognition in Interspeech 2019 || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/a9/Language_Recognition_in_Interspeech_2019.pdf slides] ||
|-
| rowspan="1"|2019/10/14 || Haoran Sun || Dimension Reduction || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/7/7b/DimensionReduction.pdf slides] ||
|-
| rowspan="1"|2019/10/27 || Dong Wang || Back to Matrix || [[媒体文件:Back to Matrix.pdf|slides]] ||
|-
| rowspan="1"|2019/11/11 || Dong Wang || Helmholtz Machine & The ML criterion || [[媒体文件:Helmholtz Machine & The ML criterion.pdf|slides]] ||
|-
| rowspan="1"|2019/12/02 || Jiawen Kang || Gan Laten Space Manipulation & Flow Application Papers || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/ca/GAN_Lantent_Space_manunipulation_%26_Flow_Application.pdf slides] ||
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| rowspan="1"|2019/12/09 || Dong Wang || Style transfer and information factorization || [[媒体文件:Style Transfer with Generative Models.pdf|slides]] ||
|-
| rowspan="1"|2019/12/16 || Zhiyuan Tang || Conditional Generative Flow || [[媒体文件:Conditional GLow.pdf|slides]] ||
|-
| rowspan="1"|2019/12/23 || Lantian Li || Deep Generative Model in Speaker Recognition || [[媒体文件:Deep Generative Model in Speaker Recognition.pdf|slides]] ||
|-
| rowspan="1"|2019/12/30 || Wenqiang Du || Cross-bandwidth Train || [[媒体文件:Cross-bandwidth_Train.pdf|slides]] ||
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| rowspan="1"|2019/01/06 || Yunqi Cai || Do Deep Generative Models Know What They Don't Know ?|| [[媒体文件:2020.1.6_group_meeting.pdf|slides]] ||
|-
| rowspan="1"|2019/01/10 || Haoran Sun || Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design || [[媒体文件:Flow++.pdf|slides]] ||
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| rowspan="1"|2020/01/13 || Ying Shi || Deep Generative Model Energy Based Model || [[媒体文件:Deep_Generative_Model.pdf|slides]] ||
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| rowspan="1"|2020/02/10 || Dong Wang || Deep Generative Models for Discriminative Tasks || [[媒体文件:Re-Thinking for Discriminative and Generative Models.pdf|slides]]||
|-
| rowspan="1"|2020/02/17 || Zhiyuan Tang || Unsupervised Learning of Disentangled Representations || [[媒体文件:20200217 Unsupervised disentanglement.pdf|slides]] ||
|-
| rowspan="1"|2020/02/24 || Lantian Li || Weakly- & Self-Supervised Learning || [[媒体文件:Weakly-_%26_Self-Supervised_Learning.pdf|slides]] ||
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| rowspan="1"|2020/03/02 || Yunqi Cai || Deep Normalization for Speaker Vectors|| [[媒体文件:Deep_Normalization_for_Speaker_Vectors_.pdf|slides]]||
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| rowspan="1"|2020/03/09 || Ying Shi || Speech Enhancement base on Double Flow || [[媒体文件:Speech_Enhancement_base_on_Double_Flow.pdf|slides]]||
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| rowspan="1"|2020/03/16 || Dong Wang || Bayesian scoring and uncertainty manipulation || [[媒体文件:Uncertainty Propagation.pdf|slides]]||
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| rowspan="1"|2020/03/23 || Zhiyuan Tang || Classifier involves Energy Based Model || [[媒体文件:200323 energy model.pdf|slides]] ||
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| rowspan="1"|2020/03/30 || Lantian Li || Bayesian scoring in speaker verification || Temporarily held for security ||
|-
| rowspan="1"|2020/04/06 || Yunqi Cai || Posterior Collapse|| [[媒体文件:Posterior_Collapse.pdf|slides]]||
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| rowspan="1"|2020/04/13 || Lantian Li || NDA in ASV || Temporarily held for security [cvss 761] ||
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| rowspan="1"|2020/04/20 || Ying Shi || Speech_Enhancement_base_on_Flow ||[[媒体文件:Speech_Enhancement_base_on_Flow.pdf|slides]] ||
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| rowspan="1"|2020/05/11 || Dong Wang || Real DNF || [[媒体文件:Real_DNF.pdf|Slide]] ||
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| rowspan="1"|2020/05/26 || Sitong Cheng || ASR-Free Pronunciation Assessment || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/9a/ASR-Free_Pronunciation_Assessment.pdf slides] ||
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| rowspan="1"|2020/05/26 || Jiawen Kang || RobustMAML || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/8/8e/RobustMAML.pdf slides] ||
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| rowspan="1"|2020/05/26 || Jiawen Kang || Domain adaptation review || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/6/6d/Presentation-Meta-learning.pdf slides] ||
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| rowspan="1"|2020/05/26 || Jiawen Kang || SOTA models for VPR || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/d/d2/SOTA_models_for_VPR.pdf slides] ||
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| rowspan="1"|2020/06/01 || Dong Wang || How MAML succeeded? || [https://arxiv.org/pdf/1909.09157.pdf][https://pdfs.semanticscholar.org/e6e9/c9d50b11ced939faf42f1c65bf9360eefd73.pdf][https://arxiv.org/pdf/1706.05806.pdf] ||
|-
| rowspan="1"|2020/06/09 || Zhiyuan Tang || Flow Wheels || [[媒体文件:20200408 flow wheels.pdf|slides]] ||
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| rowspan="1"|2020/06/15 || Lantian Li || Uncertainty Modeling and Inference || [[媒体文件:200615-Uncertainty.pdf|slides]] ||
|-
| rowspan="1"|2020/06/22 || Lantian Li || Gaussians in High Dimension || [[媒体文件:High-dimensioaln-Gaussian.pdf|slides]] ||
|-
| rowspan="1"|2020/06/22 || Dong Wang || Self training for SE and ASR || [[媒体文件:Self-Training.pdf|slides]] ||
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| rowspan="1"|2020/06/29 || Ying Shi || Speech enhancement & separation || [[媒体文件:Speech-Separation-and-Enhancement.pdf|slides]] ||
|-
| rowspan="1"|2020/07/06 || Haolin Chen || Self-supervised Learning in Speech Processing || [[媒体文件:Self-Supervised.pptx|slides]] ||
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| rowspan="1"|2020/07/13 || Zhiyuan Tang || Exploding inverse in INN || [[媒体文件:20200713 dig into flow.pdf|slides]] ||
|-
| rowspan="1"|2020/07/20 || Lantian Li || Principle Solution for Enroll-Test Mismatch || [[媒体文件:200720-mismatch.pdf|slides]] ||
|-
| rowspan="1"|2020/08/17 || Dong Wang || Decoupled scoring || [[媒体文件:Decoupled.pdf|slides]] ||
|-
| rowspan="1"|2020/08/24 || Zhiyuan Tang || G & D Acoustic model || [[媒体文件:20200824 flow asr.pdf | slides]] ||
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| rowspan="1"|2020/09/01 || Lantian Li || Decoupled NL || ||
|-
| rowspan="1"|2020/09/07 || Yunqi Cai ||Deep generative model based Anomaly detection||[[媒体文件:Anomaly_detection.pdf | slides]]||
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| rowspan="1"|2020/09/14 || Dong Wang || How we factorize speech? || [[媒体文件:Factorization.pdf|slides]] ||
|-
| rowspan="1"|2020/10/05 || Dong Wang || Remarks on DNF || [[媒体文件:Remakrs on DNF.pptx|slides]] ||
|-
| rowspan="1"|2020/10/12 || Dong Wang || Paper Reading: Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations || [[媒体文件:Challenge-disentanglement.pptx|slides]] [http://proceedings.mlr.press/v97/locatello19a/locatello19a.pdf paper link] ||
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| rowspan="1"|2020/10/19 || Haoran Sun || Informational Speech Factorization by Factorial Discriminative Normalization Flow || [[媒体文件:Informational_Speech_Factorization.pdf|slides]] ||
|-
| rowspan="1"|2020/10/27 || Jiao Han || Experimental report mainly based on DNF models || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/e/e9/Experimental_report_mainly_based_on_DNF_models.pdf slides] ||
|-
| rowspan="1"|2020/11/02 || Lantian Li || INTERSPEECH 2020 (SRE) || [[媒体文件:201102-INTERSPEECH_2020-SRE-LLT.pdf|slides]] ||
|-
| rowspan="1"|2020/11/09 || Yunqi Cai || Deep normalization_V1 || [[媒体文件:Deep_norm_trilogy_v1.pdf|slides]] [http://caiyq.cslt.org/doc/deepnorm_v1.mp4 video] ||
|-
| rowspan="1"|2020/11/16 || Yunqi Cai || Deep normalization_V2 || [http://caiyq.cslt.org/doc/deep-norm-trilogy_v2.pptx slides] [http://caiyq.cslt.org/doc/deepnorm_v2.mp4 video] ||
|-
| rowspan="1"|2020/11/17 || Di Wang || Statistics decomposition for NL Scoring || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/97/Statistics_decomposition_for_NL_Scoring.pdf slides] ||
|-
| rowspan="1"|2020/11/23 || Yunqi Cai || Deep normalization_V3 || [http://caiyq.cslt.org/doc/deep-norm-trilogy_v3.pptx slides] [http://caiyq.cslt.org/doc/deepnorm_v3.mp4 video] ||
|-
| rowspan="1"|2020/12/08 || Yunqi Cai || From materials science to perceptual intelligence || [http://caiyq.cslt.org/doc/perceptual_intelligence.pptx slides] [http://caiyq.cslt.org/doc/**.mp4 video] ||
|-
| rowspan="1"|2020/12/08 || Dong Wang || From noise injection to Bayes PLDA || [[媒体文件:Bayes-plda.ppt|slides]] ||
|-
| rowspan="1"|2020/12/21 || Lantian Li || Speech in NIPS 2019/2020 || [[媒体文件:Speech in NIPS 19&20.pdf|slides]] ||
|-
| rowspan="1"|2020/12/28 || Pengqi Li || Domain generalization via robust optimization || [[媒体文件:201228-Device_Generalization.pdf|slides]] ||
|-
| rowspan="1"|2021/01/07 || Dong Wang || What we believe || [[媒体文件:What we believe.pdf|slides]] ||
|-
| rowspan="1"|2021/01/14 || Dong Wang || Reparametric trick || [[媒体文件:Reparametric.pdf|slides]] ||
|-
| rowspan="1"|2021/02/01 || Dong Wang || Data augmentation as regularization || [[媒体文件:Data-augmentation.pdf|slides]] ||
|-
| rowspan="1"|2021/02/22 || Lantian Li || Ensemble and Distillation || [[媒体文件:2012.09816.pdf|paper]] [[媒体文件:Ensemble_And_Distillation.pdf|slides]] ||
|-
| rowspan="1"|2021/03/08 || Dong Wang || HIERARCHICAL GENERATIVE MODELING FOR CONTROLLABLE SPEECH SYNTHESIS || [https://arxiv.org/pdf/1810.07217.pdf paper] [[媒体文件:HIERARCHICALGENERATIVEMODELING FORCONTROLLABLESPEECHSYNTHESIS.pdf|slides]] ||
|-
| rowspan="1"|2021/03/15 || Dong Wang || 第三代人工智能 || [http://scis.scichina.com/cn/2020/SSI-2020-0204.pdf paper] [[媒体文件:第三代人工智能.pdf|slides]] ||
|-
| rowspan="1"|2021/03/22 || Chao Xing || Complexity neural net in speech enhancement || [http://web.cse.ohio-state.edu/~wang.77/papers/WWW.taslp20.pdf paper1][https://openreview.net/pdf?id=SkeRTsAcYm paper2] [https://arxiv.org/pdf/2008.00264.pdf paper3] ||
|-
| rowspan="1"|2021/03/29 || Ying Shi || Some methods about speech enhancement || [[媒体文件:SPEECH ENHANCMENGT.pdf|slides]] ||
|-
| rowspan="1"|2021/04/05 || Jiyuan Zhang || 推理 & 知识推理调研 || [[媒体文件:知识推理相关调研.pdf|slides]] ||
|-
| rowspan="1"|2021/04/12 || Zicheng Qiu || Some work on minorlingual speech recognition|| ||
|-
| rowspan="1"|2021/04/19 || Shiyue Zhang || Text summarization|| ||
|-
| rowspan="1"|2021/04/26 || Dong Wang || Paper reading: Metadata normalization || [[媒体文件:Meta normalization.pdf|slides]] [https://arxiv.org/pdf/2104.09052.pdf paper] ||
|-
| rowspan="1"|2021/05/10 || Lantian Li || Explainable ML || [[媒体文件:Explainable_ML.pdf|slides]] ||
|-
| rowspan="1"|2021/05/17 || Jie Li || Tea cake Re-identification || [[媒体文件:Tea-cake.pptx|slides]] ||
|-
| rowspan="1"|2021/05/24 || Dong Wang || Deep speech prior|| [[媒体文件:Deep speech prior.pptx|slides]]||
|-
| rowspan="1"|2021/06/28 || Haoran Sun || Information Bottleneck and Deep Learning || [[媒体文件:Information_bottleneck.pdf|slides]] [[媒体文件:IBpapers.pdf|papers]] ||
|-
| rowspan="1"|2021/07/05 || Chen Chen || Speech Enhancement Overview || [[媒体文件:SpeechEnhancementOverview.pdf|slides]] ||
|-
| rowspan="1"|2021/07/19 || JiaWen Kang || Diseaseof detection from speech signal || ||
|-
| rowspan="1"|2021/07/26 || 毛丽旦 || Characters of Uygher in learning Chinese || ||
|-
| rowspan="1"|2021/08/02 || ChaoXing || Multi-Modal Speech Interaction|| ||
|-
| rowspan="1"|2021/08/16 || Dong Wang || Training Mutual Information|| [[媒体文件:Information max.pdf|slides]] ||
|-
| rowspan="1"|2021/09/06 || Jie Li || Detection of object falling || ||
|-
| rowspan="1"|2021/09/13 || Zhiyuan Tang|| Construction of Ke speech database || ||
|-
| rowspan="1"|2021/09/20 || Shiyue Zhang || Objective evaluation for text summarization || ||
|-
| rowspan="1"|2021/10/11 || Chao Xing || KNowedge-driven small foootprint backbone || ||
|-
| rowspan="1"|2021/10/18 || Haoran Sun || CycleFlow: PURIFY INFORMATION FACTORS BY CYCLE LOSS || ||
|-
| rowspan="1"|2021/10/25 || Lantian Li || Real Additive Margin Softmax for Speaker Verification || [[媒体文件:RAM-Softmax.pdf|slides]] ||
|-
| rowspan="1"|2021/11/01 || Ying Shi || End-to-End kws || [[媒体文件:Kws.pdf | slides]] ||
|-
| rowspan="1"|2021/11/08 || || || ||
|-
| rowspan="1"|2021/11/15 || || || ||
|-
| rowspan="1"|2021/11/22 || || || ||
|-
| rowspan="1"|2021/11/29 || || || ||
|-
| rowspan="1"|2021/12/06 || || || ||
|-
| rowspan="1"|2021/12/13 || || || ||
|-
| rowspan="1"|2021/12/20 || || || ||
|-
| rowspan="1"|2021/12/27 || || || ||
|-
|}

[http://cslt.riit.tsinghua.edu.cn/mediawiki/index.php/Weekly_reading See more related]

Weekly meeting

2021-11-29T13:12:00Z

Sunhaoran：

*Location: FIT-1-304

{| class="wikitable"
! Date !! Speaker!! Title !! Materials !! On duty
|-
| 2012/08/27 ||Dong Wang || Heterogeneous Convolutive Non-negative Sparse Coding ||[[媒体文件:Heterogeneous_convolutive_non-negative_sparse_coding.pdf|slides]] [http://homepages.inf.ed.ac.uk/v1dwang2/public/pdf/inerspeech2012-hetero.pdf paper] ||
|-
|2012/09/03 ||NO Meeting|| || ||
|-
|2012/09/10 || NO Meeting|| || ||
|-
|2012/09/17 ||WALEED ABDULLA||Auditory Based Feature Vectors for Speech Recognition ||[[媒体文件:AuditoryBasedFeatureVectors.pdf|slides]]||范淼
|-
| rowspan="2"|2012/09/24 ||刘超|| N-gram FST indexing for Spoken Term Detection || [[媒体文件:120924-N_gram_FST_indexing_for_Spoken_Term_Detection-LC-0.pdf|slides]] ||尹聪
|-
|范淼||Micro-blogging, Wikipedia, Folksonomy, What's Next? ||[[媒体文件:120924-Micro-blogging, Wikipedia, Folksonomy, What's Next-FM--01-FM-.pdf|slides]] ||
|-
| 2012/10/08 ||NO Meeting|| || ||
|-
| 2012/10/15 ||NO Meeting|| || ||
|-
|2012/10/22||Wu Xiaojun||speaker recognition in CSLT ||[[媒体文件:VPR_in_CSLT.pdf|slides]]||卡尔
|-
| rowspan="1"|2012/10/29 ||王军||An overview of Automatic Speaker Diarization Systems || [[媒体文件:121027-Speaker Diarization-WJ.pdf|slides]] ||别凡虎
|-
| rowspan="1"|2012/11/05 ||别凡虎||Experiments on Emotional Speaker Recognition||[[媒体文件:121104-Experiments_on_Emotional_Speaker_Recognition-BFH.pdf|slides]] ||刘超
|-
| rowspan="1"|2012/11/12 ||唐国瑜||Statistical Word Sense Improves Document Clustering ||[[媒体文件:121112_Statistical_Word_Sense_Improves_Document_Clustering_TGY.pdf‎ |slides]]||邱晗
|-
| rowspan="1"|2012/11/19 ||张陈昊||TDSR with Long-term Features Based on Functional Data Analysis||[[媒体文件:121118-ISCSLP-FDA_SR-ZCH.pdf|slides]] ||王俊俊
|-
| rowspan="1"|2012/11/26 ||王琳琳||Time-Varying Speaker Recognition: An Introduction||[[媒体文件:121126-Time_Varying_Speaker_Recognition_I-Wll.pdf‎|slides]] ||龚宬
|-
| rowspan="1"|2012/12/03 ||No meeting|| || ||
|-
| rowspan="1"|2012/12/10 ||No meeting|| || ||
|-
| rowspan="1"|2012/12/17 ||No meeting|| || ||

|-
| rowspan="1"|2012/01/07 || || || ||
|-
|2012/01/07 ||王军||基于DF-MAP的说话人模型训练方法||[[媒体文件:130107-基于DFMAP的说话人模型训练方法-WJ.pdf|slides]] ||唐国瑜
|-
| rowspan="1"|2012/01/14 ||王东|| Computing in CSLT ||[[媒体文件:Computing_in_CSLT.pdf|slides]] ||王琳琳
|-

|-
| rowspan="1"|2013/03/04 ||王军||Sequential Adaptive Learning for Speaker Verification ||[[媒体文件:130301-Sequential adaptive learning for speaker verification-WJ.pdf|slides]] ||别凡虎
|-
| rowspan="1"|2013/03/11 || Du Jinle|| VAD stuff || ||
|-
| rowspan="1"|2013/03/18 || || || ||
|-
| rowspan="1"|2013/03/25 || || || ||
|-
| rowspan="1"|2013/04/01 || || || ||
|-
| rowspan="1"|2013/04/08 || 张陈昊|| A Fishervoice based Feature Fusion Method for SUSR ||[[媒体文件:130408-FisherVoice-ZCH.pdf|slides]] ||谢仲达
|-
| rowspan="1"|2013/04/15 ||龚宬|| An Exploration on Influence Factors of VAD's Performance in Speaker Recognition ||[[媒体文件:130415-An_Exploration_on_Influence_Factors_of_VAD-GC.pdf|slides]] ||
|-
| rowspan="1"|2013/04/22 ||王俊俊 || Understanding the Query: THCIB and THUIS at NTCIR-10 Intent Task ||[[媒体文件:130422-Understanding_the_Query-WJJ.pdf|slides‎]] ||
|-
| rowspan="1"|2013/04/29 || || || ||
|-
| rowspan="1"|2013/05/06 ||别凡虎 ||MLLR on Emotional Speaker Recognition ||[[媒体文件:130506-MLLR on Emotional Speaker Recognition-BFH.pdf|slides]] ||
|-
| rowspan="1"|2013/05/13 ||刘超 || The Use of Deep Neural Network for Speech Recognition || [[媒体文件:130513-the_use_of_dnn_for_asr-lc.pdf|slides]] ||
|-
| rowspan="1"|2013/05/20 || || || ||
|-
| rowspan="1"|2013/05/27 ||王琳琳|| 说话人识别中的时变鲁棒性问题研究 || [[媒体文件:130527-TVSV-Wll.pdf|slides]] ||
|-
| rowspan="1"|2013/06/03 ||王俊俊|| 汉语搜索结果聚类系统研究与实现 || [[媒体文件:130601-毕业答辩-02-WJJ.pdf|slides]] ||
|-
| rowspan="1"|2013/06/10 || || || ||
|-
| rowspan="1"|2013/06/17 ||范淼 || Relation Extraction ||[[媒体文件:130617-relation_extraction-fm.pdf|slides]] ||
|-
| rowspan="1"|2013/06/24 ||唐国瑜 || Incorporating Statistical Word Senses in Topic Model ||[[媒体文件:130624_Incorporating Statistical Word Senses in Topic Model_TGY.pdf|slides]] ||
|-
| rowspan="1"|2013/07/01 || || || ||
|-
| rowspan="1"|2013/07/08 || || || ||
|-
| rowspan="1"|2013/07/15 || || || ||
|-
| rowspan="1"|2013/09/09 ||王东 || Research Frontier in Speech Technology||[[媒体文件:Research Frontier in Speech Technology.pdf|slides]] ||
|-
| rowspan="1"|2013/09/16 || || || ||
|-
| rowspan="1"|2013/09/23 || || || ||
|-
| rowspan="1"|2013/09/30 || || || ||
|-
| rowspan="1"|2013/10/07 || || || ||
|-
| rowspan="1"|2013/10/14 || || || ||
|-
| rowspan="1"|2013/10/21 ||范淼 ||Transduction Classification with Matrix Completion （中文报告）||[[媒体文件: Transduction_Classifiction_with_Matrix_Completion.pdf‎|slides]] [http://pages.cs.wisc.edu/~jerryzhu/pub/mc4ssl_FINAL.pdf paper]|| 李蓝天
|-
| rowspan="1"|2013/10/28 || || || ||
|-
| rowspan="1"|2013/11/04 || 王军 || 基于i-vector的intersession补偿及打分方法(综述) || [[媒体文件:131104-ivecto下intersession补偿及打分方法--01-WJ-.pdf‎|slides]]||
|-
| rowspan="1"|2013/11/11 ||张陈昊 ||PLDA介绍及PLDA在说话人识别中的应用 ||[[媒体文件:PLDA.pdf|slides]] || 唐国瑜
|-
| rowspan="1"|2013/11/18 ||别凡虎 ||i-vector理论介绍（讨论）||[[媒体文件:131118-i-vector_and_GMM-UBM-BFH.pdf|slides]]‎ ||王军
|-
| rowspan="1"|2013/11/25 ||刘超 || Pruning Neural Networks By Optimal Brain Damage(综述)||[[媒体文件:131125-OBD-LC-01.pdf|slides]] ||范淼
|-
| rowspan="1"|2013/12/02 ||范淼 ||Distant Supervision for Relation Extraction with Matrix Completion （英文报告）||[[媒体文件:131202-DRMC-FM-01.pdf|slides]] || 李蓝天
|-
| rowspan="1"|2013/12/09 || Dong Wang|| Introduction to the HMM-based speech synthesis||[http://hts.sp.nitech.ac.jp/archives/2.2/HTS_Slides.zip slides] ||
|-
| rowspan="1"|2013/12/16 ||张陈昊 ||语音研究中的基元介绍 ||[[媒体文件:131215-Phonology-ZCH.pdf|slides]] ||
|-
| rowspan="1"|2013/12/23 || Dong Wang|| Introduction to the HMM-based speech synthesis (2)||[http://hts.sp.nitech.ac.jp/archives/2.2/HTS_Slides.zip slides] ||
|-
| rowspan="1"|2013/12/23 || || || ||
|-
| rowspan="1"|2013/12/30 ||刘荣 || continuous space language model||[[媒体文件:Cslm-cslt.pdf|slides]] ||刘超
|-
| rowspan="1"|2014/01/06 || || || ||
|-
| rowspan="1"|2014/01/13 || || || ||
|-
| rowspan="1"|2014/01/20 || || || ||
|-
| rowspan="1"|2014/02/24 || || || ||
|-
| rowspan="1"|2014/03/03 || || || ||
|-
| rowspan="1"|2014/03/10 ||范淼|| Distant Supervision for Information Extraction (英文报告)|| || 李蓝天
|-
| rowspan="1"|2014/03/17 ||唐国瑜 || Topic Models Incorporating Statistical Word Senses || [[媒体文件:TMISWS_For_CICLing2014.pdf|slides]]||
|-
| rowspan="1"|2014/03/24 ||孟祥涛 || Noisy training for Deep Neural Networks|| ||
|-
| rowspan="1"|2014/03/31 ||范淼|| Translating Embeddings for Modeling Multi-relational Data （中文报告） || [https://www.hds.utc.fr/everest/lib/exe/fetch.php?id=en%3Atranse&cache=cache&media=en:cr_paper_nips13.pdf paper]||李蓝天
|-
| rowspan="1"|2014/04/07 || || || ||
|-
| rowspan="1"|2014/04/14 || Wang Jun|| I-vector and PLDA in depth ||[[媒体文件:131104-ivector-microsoft-wj.pdf|slides]] ||
|-
| rowspan="1"|2014/04/21 || 邱晗||汉语事件句式规范化处理 ||[[媒体文件:140421-汉语事件句式规范化-QH.pdf‎|slides]] ||
|-
| rowspan="1"|2014/04/28 || 唐国瑜|| Some papers in　CICLing2014 ||[[媒体文件:Some_papers_in_CICling2014.pdf|slides]] ||刘超
|-
| rowspan="1"|2014/05/05 || || || ||
|-
| rowspan="1"|2014/05/12 || 卡尔|| paper introduction || [[媒体文件:Acoustic Factor Analysis.pdf|slides]] || 邱晗
|-
| rowspan="2"|2014/05/19 || 邱晗|| 汉语事件句式CCG推导树重构 ||[[媒体文件:140519-CCG_reConstruction.pdf‎|slides]]‎|| 卡尔
|-
|Liu Chao|| master proposal: sparse and deep neural networks || [[媒体文件:140519-proposal-LC-01.pdf|slides]] ||
|-
| rowspan="1"| || Liu Chao|| 2nd master proposal: sparse and deep neural networks|| ||
|-
| rowspan="1"|2014/06/16 || 别凡虎 || Truncated Wave based VPR and Some Recent Work || [[媒体文件:140614-Truncated_Speech_based_VPR.pdf‎|slides]]‎ || 别凡虎
|-
| rowspan="1"|2014/06/23 || 别凡虎 || Block-wise training for I-vector || [[媒体文件:140623-Block-wise training for I-vector.pdf‎|slides]]‎ || 别凡虎
|-
| rowspan="1"| 2014/07/07||王军 ||Discriminative Scoring for Speaker Recognition Based on I-vectors || [[媒体文件:140707-work_report.pdf|slides]]|| 王军
|-
| rowspan="1"| 2014/09/01|| || || ||
|-
| rowspan="1"|2014/09/09 ||别凡虎 ||Reseach on Truncated Wave based VPR||[[媒体文件:140909-Truncated Speech based VPR.pdf|slides]] || 别凡虎
|-
| rowspan="1"| 2014/09/15|| || || ||
|-
| rowspan="1"|2014/09/22 || Miao Fan|| Large-scale Entity Relation Extraction based on Low-dimensional Representations (中文报告，博士开题)
||[[媒体文件:基于低维表示的大规模实体关系挖掘技术.pdf‎|slides]] || Lan TianLi
|-
| rowspan="1"| 2014/09/29 || || || ||
|-
| rowspan="1"|2014/10/13 || Miao Fan|| The Frontier of Knowledge Embedding （英文报告）|| [[媒体文件:The_Frontier_of_Knowledge_Embedding.pdf‎|slides]]|| Lan TianLi
|-
| rowspan="1"|2014/10/20 || || || ||
|-
| rowspan="1"|2014/10/27 || Li Yi || Phonemes, Features, and Syllables: Converting Onset and Rime Inventories to Consonants and Vowels||[[媒体文件:Lanzhou Phonemes, Features, and Syllables- fianl.pdf|paper]] [[媒体文件:Syllables and phonemes - 20141027.pdf|slides]]||
|-
| rowspan="1"|2014/11/3 || 米吉提|| Automatic Speech Recognition of Agglutinative Language based on Lexicon Optimization||[[媒体文件:Mijit-slides-清华大学-2014-11-3.pdf|slides]] ||
|-
| rowspan="1"|2014/11/10 || || || ||
|-
| rowspan="1"|2014/11/17 ||Dong Wang || Highly restricted keyword spotting for Uyghur using sparse analysis|| [[媒体文件:Highly Restricted Keyword Selection Based on Sparse Analysis.pdf|slides]]||
|-
| rowspan="1"|2014/11/24 || || || ||
|-
| rowspan="1"|2014/12/1 ||ZhongDa Xie ||Incorporating Fine-Grained Ontological Relations in Medical Document Ranking || [[媒体文件:Fine-grained_relations.pdf|slides]]|| Lantian Li
|-
| rowspan="1"|2014/12/8 || || || ||
|-
| rowspan="1"|2014/12/15 || 唐国瑜 || 跨语言话题分析关键技术研究 ||[[媒体文件:141205-答辩-TGY.pdf|slides]] ||
|-
| rowspan="1"|2014/12/22 || || || ||
|-
| rowspan="1"|2014/12/29 || Askar || Language Mismatch in Speaker Recognition System||[[媒体文件:141229--askar.pdf|slides]] ||
|-
| rowspan="1"|2015/1/5 ||Lantian Li || Deep Neural Networks for Speaker Recognition || [[媒体文件:150104_Deep_Neural_Networks_for_Speaker_Recognition_LLT.pdf|slides]]||
|-
| rowspan="1"|2015/1/12 || || || ||
|-
| rowspan="1"|2015/1/19 || Dong Wang || Machine Learning Paradigms for Speech Recognition||[[媒体文件:Machine Learning Paradigms for Speech Recognition.pdf|slides]] [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6423821 paper] ||
|-
| rowspan="1"|2015/1/26 || Chen Guorong || Information Transmission and Distribution on Web ||[[媒体文件:An_introduction_of_complex_network1.pdf|slides]] ||
|-
| rowspan="1" |2015/3/9 || Dong Wang || Joint Deep Learning || [[媒体文件:Joint Deep Learning.pdf|slides]] ||
|-
| rowspan="1"|2015/3/16 || Dongxu Zhang || Knowledge learning from text data and knowledge bases || [[媒体文件:Joint Deep Learning.pdf|slides]] ||
|-
| rowspan="1"|2015/4/13 || Xuewei Zhang || Lasso-based Reverberation Suppression In Automatic Speech Recognition || [[媒体文件:Lasso-based Reverberation Suppression In Automatic Speech Recognition.pdf|slides]] ||
|-
| rowspan="1"|2015/5/11 || Dong Wang ||ASR and SID Research Frontier ||[[媒体文件:ASR and SID Research Frontier.pdf|slides]] ||
|-
| rowspan="1"|2015/11/23 || Zhiyuan Tang|| CTC learning|| [[媒体文件:CTC.pdf|slides]] ||
|-
| rowspan="1"|2015/11/30 || Mengyuan Zhao|| CNN-based music removal|| [[媒体文件:Music Removal by Convolutional Denoising.pdf | slides]] ||
|-
| rowspan="1"|2015/12/3 || Zhiyuan Tang|| Networks of Memory|| [[媒体文件:Memory_net.pdf|slides]] ||
|-
| rowspan="1"|2015/12/7 || Yiqiao Pan|| Document Classification with Spherical Word Vectors||[[媒体文件:Document Classification with Spherical Word Vectors.pdf|slides]] ||
|-
| rowspan="1"|2015/12/14 || Dong Wang || Transfer Learning for Speech and Language Processing ||[[媒体文件:Transfer_Learning_for_Speech_and_Language_Processing.pdf|slides]] ||
|-
| rowspan="1"|2015/12/21 || Qixin Wang || Attention for poem generation ||[[媒体文件:Ijcai 2016.pptx|slides]] ||
|-
| rowspan="1"|2015/12/28 || Lantian Li || Max-margin metric learning for speaker recognition || [[媒体文件:Max-margin-Metric-Learning.pdf|slides]]||
|-
| rowspan="1"|2016/1/4 || Zhiyong Zhang || Parallel training,MPE and natural gradient||[[媒体文件:20160104_张之勇_Large-scale Parallel Training in Speech Recognition.pdf|slides]]||
|-
| rowspan="1"|2016/1/18 || Dongxu Zhang || Memoryless Document Vector ||[[媒体文件:Memoryless_document_vector.pdf|slides]]||
|-
| rowspan="1"|2016/3/14 || Zhiyuan Tang|| Oral presentation for "vMF-SNE: Embedding for Spherical Data"|| [[媒体文件:embedding.pdf|slides]] ||
|-
| rowspan="1"|2016/3/28 || Tianyi Luo || Review for Neural QA || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/2/29/CSLT_Weekly_Report--20160328.pdf slides] ||
|-
| rowspan="1"|2016/4/11 || Rong Liu || Recommendation in Youku || [http://cslt.riit.tsinghua.edu.cn/mediawiki/index.php/%E6%96%87%E4%BB%B6:Cslt%E5%AE%9E%E9%AA%8C%E5%AE%A4%E4%BA%A4%E6%B5%81.pptx slides] ||
|-
| rowspan="1"|2016/5/09 || Miao Fan || Learning contextual embeddings of knowledge base with entity descriptions.|| [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/9c/Techreport_CSLT_2016_M.F..pdf slides] ||
|-
| rowspan="1"|2016/5/16 || Yang Wang || Research on conversation thread detection. || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/b/bb/%E6%B1%AA%E6%B4%8B-%E6%AF%95%E8%AE%BE-CSLT.pdf slides] ||
|-
| rowspan="1"|2016/5/20 || Yang Wang & Maoning Wang || Research on portfolio selection. || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/8/89/%E6%B1%AA%E6%B4%8B-%E9%87%91%E8%9E%8D%E7%AC%AC%E4%B8%80%E6%AC%A1%E5%88%86%E4%BA%AB.pdf slides1] [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/b/bb/%E6%B1%87%E6%8A%A5_%E8%B5%84%E4%BA%A7%E7%BB%84%E5%90%88%E4%B8%AD%E5%87%A0%E4%B8%AA%E8%AF%84%E4%BB%B7%E6%8C%87%E6%A0%87%E7%9A%84%E8%A7%A3%E9%87%8A.pdf slides2]||
|-
| rowspan="1"|2016/5/20 || Zhiyuan Tang || ICASSP 2016 summary || [[媒体文件:Note icassp16.pdf|slides]] ||
|-
| rowspan="1"|2016/5/23 || Dong Wang || graphical model and neural model || [[媒体文件:Graphic Model and Neural Model.pdf|slides]] [[媒体文件:Generative-Pdf.rar|papers]] ||
|-
| rowspan="1"|2016/8/02 || Zhiyuan Tang || Visualizing, Measuring and Understanding Neural Networks: A Brief Survey|| [[媒体文件:Nn analysis.pdf|slides]] ||
|-
| rowspan="1"|2016/8/03 || Yang Wang || Neural networks and genetic programming for financial forecasting || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/7/79/GeneticNN.pdf slides] ||
|-
| rowspan="1"|2016/11/05 || Yang Wang || Reinforcement Learning Models and Simulations || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/ca/RRL_and_sim.pdf slides] ||
|-
| rowspan="1"|2016/11/08 || April Pu || SOFTWARE DEVELIPMENT METHODOLOGIES || [http://wangd.cslt.org/talks/pdf/april_software.pptx slides] ||
|-
| rowspan="1"|2016/11/12 || Yang Wang || Generative Adversarial Nets || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/c9/Generative_adversarial_network.pdf slides] ||
|-
| rowspan="1"|2016/11/22 || Zhiyuan Tang || INTERSPEECH 2016 summary || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/6/65/Interspeech16_review.pdf slides] ||
|-
| rowspan="1"|2016/11/30 || Dong Wang || Deep and sparse learning in speech and language: an overview || [http://wangd.cslt.org/talks/pdf/bics2016.pptx slides] ||
|-
| rowspan="1"|2017/2/17 || Yang Wang || Review understanding deep learning requires rethinking generalization || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/3/3b/Review_understanding_deep_learning_requires_rethinking_generalization.pdf slides] ||
|-
| rowspan="1"|2017/6/5 || Dong Wang || Deep speech factorization || [http://wangd.cslt.org/talks/pdf/Deep-Speech-Factorization.pdf slides] ||
|-
| rowspan="1"|2017/6/8 || Shiyue Zhang || Convolutional Sequence to Sequence Learning || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Conv_seq2seq.pptx slides] ||
|-
| rowspan="1"|2017/6/12 || Shiyue Zhang || Memory-augmented Neural Machine Translation || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/3/36/Memory-augmented_Neural_Machine_Translation_.pptx slides] ||
|-
| rowspan="1"|2017/6/21 || Shiyue Zhang || Attention Is All You Need || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/6/68/Attention_is_all_you_need.pptx slides] ||
|-
| rowspan="1"|2017/6/26 || Jiyuan Zhang || Chinese poem generation using neural model || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/5/50/Flexible_and_Creative_Chinese_Poetry_Generation_Using_Neural_Memory_.pptx slides] ||
|-
| rowspan="1"|2017/6/21 || Miao Zhang || Speaker recognition on cough,laugh and wei ||
[http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f6/Zm_cough.pdf slides]
||
|-
| rowspan="1"|2017/7/10 || Aodong Li || Enhanced Neural Machine Translation by Learning from Draft || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/ca/Learning_from_draft.pptx slides] ||
|-
| rowspan="1"|2017/7/17 || Lantian Li || Study on Speaker Recognition || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/e/ec/170716-Study_on_SRE.pdf slides] ||
|-
| rowspan="1"|2018/12/6 || Xiuqi Jiang || Meta-Learning and Zero-Shot Learning || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/1/18/181205_Meta-Learning_and_Zero-Shot_Learning_JXQ.pdf slides] ||
|-
| rowspan="1"|2018/12/12 || Dan He || Tensor factorization neural net || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/3/3d/Tensor_factorization_neural_net.pdf slides] ||
|-
| rowspan="1"|2018/12/26 || Dong Wang || Towards deep statistical speaker representation || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/4/48/V.pdf slides] ||
|-
| rowspan="1"|2019/01/04 || Dong Wang || Speech in NIPS 2017/2018 || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/c8/Speech_in_NIPS_2017.pdf slides] ||
|-
| rowspan="1"|2019/07/17 || Dong Wang || Deep Feature Learning and Normalization for Speaker Recognition || [http://wangd.cslt.org/talks/pdf/india.pdf slides] ||
|-
| rowspan="1"|2019/08/19 || Sitong Cheng & Pengyuan Zhang || Periodic Report of Celebrity Video Data Collection. || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/0/08/C-STAR.pdf slides] ||
|-
| rowspan="1"|2019/08/19 || Dong Wang|| Continuous Learning for Neural Nets || [[媒体文件:Continuous Learning for Neural Nets.pdf|slides]]||
|-
| rowspan="1"|2019/09/11 || Dong Wang || Language Recognition in ICASSP 2019 || [http://wangd.cslt.org/talks/pdf/LRE-ICASSP-2019.pdf slides] ||
|-
| rowspan="1"|2019/09/11 || Sitong Cheng || Language Recognition in Interspeech 2019 || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/a9/Language_Recognition_in_Interspeech_2019.pdf slides] ||
|-
| rowspan="1"|2019/10/14 || Haoran Sun || Dimension Reduction || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/7/7b/DimensionReduction.pdf slides] ||
|-
| rowspan="1"|2019/10/27 || Dong Wang || Back to Matrix || [[媒体文件:Back to Matrix.pdf|slides]] ||
|-
| rowspan="1"|2019/11/11 || Dong Wang || Helmholtz Machine & The ML criterion || [[媒体文件:Helmholtz Machine & The ML criterion.pdf|slides]] ||
|-
| rowspan="1"|2019/12/02 || Jiawen Kang || Gan Laten Space Manipulation & Flow Application Papers || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/c/ca/GAN_Lantent_Space_manunipulation_%26_Flow_Application.pdf slides] ||
|-
| rowspan="1"|2019/12/09 || Dong Wang || Style transfer and information factorization || [[媒体文件:Style Transfer with Generative Models.pdf|slides]] ||
|-
| rowspan="1"|2019/12/16 || Zhiyuan Tang || Conditional Generative Flow || [[媒体文件:Conditional GLow.pdf|slides]] ||
|-
| rowspan="1"|2019/12/23 || Lantian Li || Deep Generative Model in Speaker Recognition || [[媒体文件:Deep Generative Model in Speaker Recognition.pdf|slides]] ||
|-
| rowspan="1"|2019/12/30 || Wenqiang Du || Cross-bandwidth Train || [[媒体文件:Cross-bandwidth_Train.pdf|slides]] ||
|-
| rowspan="1"|2019/01/06 || Yunqi Cai || Do Deep Generative Models Know What They Don't Know ?|| [[媒体文件:2020.1.6_group_meeting.pdf|slides]] ||
|-
| rowspan="1"|2019/01/10 || Haoran Sun || Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design || [[媒体文件:Flow++.pdf|slides]] ||
|-
| rowspan="1"|2020/01/13 || Ying Shi || Deep Generative Model Energy Based Model || [[媒体文件:Deep_Generative_Model.pdf|slides]] ||
|-
| rowspan="1"|2020/02/10 || Dong Wang || Deep Generative Models for Discriminative Tasks || [[媒体文件:Re-Thinking for Discriminative and Generative Models.pdf|slides]]||
|-
| rowspan="1"|2020/02/17 || Zhiyuan Tang || Unsupervised Learning of Disentangled Representations || [[媒体文件:20200217 Unsupervised disentanglement.pdf|slides]] ||
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| rowspan="1"|2020/02/24 || Lantian Li || Weakly- & Self-Supervised Learning || [[媒体文件:Weakly-_%26_Self-Supervised_Learning.pdf|slides]] ||
|-
| rowspan="1"|2020/03/02 || Yunqi Cai || Deep Normalization for Speaker Vectors|| [[媒体文件:Deep_Normalization_for_Speaker_Vectors_.pdf|slides]]||
|-
| rowspan="1"|2020/03/09 || Ying Shi || Speech Enhancement base on Double Flow || [[媒体文件:Speech_Enhancement_base_on_Double_Flow.pdf|slides]]||
|-
| rowspan="1"|2020/03/16 || Dong Wang || Bayesian scoring and uncertainty manipulation || [[媒体文件:Uncertainty Propagation.pdf|slides]]||
|-
| rowspan="1"|2020/03/23 || Zhiyuan Tang || Classifier involves Energy Based Model || [[媒体文件:200323 energy model.pdf|slides]] ||
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| rowspan="1"|2020/03/30 || Lantian Li || Bayesian scoring in speaker verification || Temporarily held for security ||
|-
| rowspan="1"|2020/04/06 || Yunqi Cai || Posterior Collapse|| [[媒体文件:Posterior_Collapse.pdf|slides]]||
|-
| rowspan="1"|2020/04/13 || Lantian Li || NDA in ASV || Temporarily held for security [cvss 761] ||
|-
| rowspan="1"|2020/04/20 || Ying Shi || Speech_Enhancement_base_on_Flow ||[[媒体文件:Speech_Enhancement_base_on_Flow.pdf|slides]] ||
|-
| rowspan="1"|2020/05/11 || Dong Wang || Real DNF || [[媒体文件:Real_DNF.pdf|Slide]] ||
|-
| rowspan="1"|2020/05/26 || Sitong Cheng || ASR-Free Pronunciation Assessment || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/9a/ASR-Free_Pronunciation_Assessment.pdf slides] ||
|-
| rowspan="1"|2020/05/26 || Jiawen Kang || RobustMAML || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/8/8e/RobustMAML.pdf slides] ||
|-
| rowspan="1"|2020/05/26 || Jiawen Kang || Domain adaptation review || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/6/6d/Presentation-Meta-learning.pdf slides] ||
|-
| rowspan="1"|2020/05/26 || Jiawen Kang || SOTA models for VPR || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/d/d2/SOTA_models_for_VPR.pdf slides] ||
|-
| rowspan="1"|2020/06/01 || Dong Wang || How MAML succeeded? || [https://arxiv.org/pdf/1909.09157.pdf][https://pdfs.semanticscholar.org/e6e9/c9d50b11ced939faf42f1c65bf9360eefd73.pdf][https://arxiv.org/pdf/1706.05806.pdf] ||
|-
| rowspan="1"|2020/06/09 || Zhiyuan Tang || Flow Wheels || [[媒体文件:20200408 flow wheels.pdf|slides]] ||
|-
| rowspan="1"|2020/06/15 || Lantian Li || Uncertainty Modeling and Inference || [[媒体文件:200615-Uncertainty.pdf|slides]] ||
|-
| rowspan="1"|2020/06/22 || Lantian Li || Gaussians in High Dimension || [[媒体文件:High-dimensioaln-Gaussian.pdf|slides]] ||
|-
| rowspan="1"|2020/06/22 || Dong Wang || Self training for SE and ASR || [[媒体文件:Self-Training.pdf|slides]] ||
|-
| rowspan="1"|2020/06/29 || Ying Shi || Speech enhancement & separation || [[媒体文件:Speech-Separation-and-Enhancement.pdf|slides]] ||
|-
| rowspan="1"|2020/07/06 || Haolin Chen || Self-supervised Learning in Speech Processing || [[媒体文件:Self-Supervised.pptx|slides]] ||
|-
| rowspan="1"|2020/07/13 || Zhiyuan Tang || Exploding inverse in INN || [[媒体文件:20200713 dig into flow.pdf|slides]] ||
|-
| rowspan="1"|2020/07/20 || Lantian Li || Principle Solution for Enroll-Test Mismatch || [[媒体文件:200720-mismatch.pdf|slides]] ||
|-
| rowspan="1"|2020/08/17 || Dong Wang || Decoupled scoring || [[媒体文件:Decoupled.pdf|slides]] ||
|-
| rowspan="1"|2020/08/24 || Zhiyuan Tang || G & D Acoustic model || [[媒体文件:20200824 flow asr.pdf | slides]] ||
|-
| rowspan="1"|2020/09/01 || Lantian Li || Decoupled NL || ||
|-
| rowspan="1"|2020/09/07 || Yunqi Cai ||Deep generative model based Anomaly detection||[[媒体文件:Anomaly_detection.pdf | slides]]||
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| rowspan="1"|2020/09/14 || Dong Wang || How we factorize speech? || [[媒体文件:Factorization.pdf|slides]] ||
|-
| rowspan="1"|2020/10/05 || Dong Wang || Remarks on DNF || [[媒体文件:Remakrs on DNF.pptx|slides]] ||
|-
| rowspan="1"|2020/10/12 || Dong Wang || Paper Reading: Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations || [[媒体文件:Challenge-disentanglement.pptx|slides]] [http://proceedings.mlr.press/v97/locatello19a/locatello19a.pdf paper link] ||
|-
| rowspan="1"|2020/10/19 || Haoran Sun || Informational Speech Factorization by Factorial Discriminative Normalization Flow || [[媒体文件:Informational_Speech_Factorization.pdf|slides]] ||
|-
| rowspan="1"|2020/10/27 || Jiao Han || Experimental report mainly based on DNF models || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/e/e9/Experimental_report_mainly_based_on_DNF_models.pdf slides] ||
|-
| rowspan="1"|2020/11/02 || Lantian Li || INTERSPEECH 2020 (SRE) || [[媒体文件:201102-INTERSPEECH_2020-SRE-LLT.pdf|slides]] ||
|-
| rowspan="1"|2020/11/09 || Yunqi Cai || Deep normalization_V1 || [[媒体文件:Deep_norm_trilogy_v1.pdf|slides]] [http://caiyq.cslt.org/doc/deepnorm_v1.mp4 video] ||
|-
| rowspan="1"|2020/11/16 || Yunqi Cai || Deep normalization_V2 || [http://caiyq.cslt.org/doc/deep-norm-trilogy_v2.pptx slides] [http://caiyq.cslt.org/doc/deepnorm_v2.mp4 video] ||
|-
| rowspan="1"|2020/11/17 || Di Wang || Statistics decomposition for NL Scoring || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/97/Statistics_decomposition_for_NL_Scoring.pdf slides] ||
|-
| rowspan="1"|2020/11/23 || Yunqi Cai || Deep normalization_V3 || [http://caiyq.cslt.org/doc/deep-norm-trilogy_v3.pptx slides] [http://caiyq.cslt.org/doc/deepnorm_v3.mp4 video] ||
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| rowspan="1"|2020/12/08 || Yunqi Cai || From materials science to perceptual intelligence || [http://caiyq.cslt.org/doc/perceptual_intelligence.pptx slides] [http://caiyq.cslt.org/doc/**.mp4 video] ||
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| rowspan="1"|2020/12/08 || Dong Wang || From noise injection to Bayes PLDA || [[媒体文件:Bayes-plda.ppt|slides]] ||
|-
| rowspan="1"|2020/12/21 || Lantian Li || Speech in NIPS 2019/2020 || [[媒体文件:Speech in NIPS 19&20.pdf|slides]] ||
|-
| rowspan="1"|2020/12/28 || Pengqi Li || Domain generalization via robust optimization || [[媒体文件:201228-Device_Generalization.pdf|slides]] ||
|-
| rowspan="1"|2021/01/07 || Dong Wang || What we believe || [[媒体文件:What we believe.pdf|slides]] ||
|-
| rowspan="1"|2021/01/14 || Dong Wang || Reparametric trick || [[媒体文件:Reparametric.pdf|slides]] ||
|-
| rowspan="1"|2021/02/01 || Dong Wang || Data augmentation as regularization || [[媒体文件:Data-augmentation.pdf|slides]] ||
|-
| rowspan="1"|2021/02/22 || Lantian Li || Ensemble and Distillation || [[媒体文件:2012.09816.pdf|paper]] [[媒体文件:Ensemble_And_Distillation.pdf|slides]] ||
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| rowspan="1"|2021/03/08 || Dong Wang || HIERARCHICAL GENERATIVE MODELING FOR CONTROLLABLE SPEECH SYNTHESIS || [https://arxiv.org/pdf/1810.07217.pdf paper] [[媒体文件:HIERARCHICALGENERATIVEMODELING FORCONTROLLABLESPEECHSYNTHESIS.pdf|slides]] ||
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| rowspan="1"|2021/03/15 || Dong Wang || 第三代人工智能 || [http://scis.scichina.com/cn/2020/SSI-2020-0204.pdf paper] [[媒体文件:第三代人工智能.pdf|slides]] ||
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| rowspan="1"|2021/03/22 || Chao Xing || Complexity neural net in speech enhancement || [http://web.cse.ohio-state.edu/~wang.77/papers/WWW.taslp20.pdf paper1][https://openreview.net/pdf?id=SkeRTsAcYm paper2] [https://arxiv.org/pdf/2008.00264.pdf paper3] ||
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| rowspan="1"|2021/03/29 || Ying Shi || Some methods about speech enhancement || [[媒体文件:SPEECH ENHANCMENGT.pdf|slides]] ||
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| rowspan="1"|2021/04/05 || Jiyuan Zhang || 推理 & 知识推理调研 || [[媒体文件:知识推理相关调研.pdf|slides]] ||
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| rowspan="1"|2021/04/12 || Zicheng Qiu || Some work on minorlingual speech recognition|| ||
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| rowspan="1"|2021/04/19 || Shiyue Zhang || Text summarization|| ||
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| rowspan="1"|2021/04/26 || Dong Wang || Paper reading: Metadata normalization || [[媒体文件:Meta normalization.pdf|slides]] [https://arxiv.org/pdf/2104.09052.pdf paper] ||
|-
| rowspan="1"|2021/05/10 || Lantian Li || Explainable ML || [[媒体文件:Explainable_ML.pdf|slides]] ||
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| rowspan="1"|2021/05/17 || Jie Li || Tea cake Re-identification || [[媒体文件:Tea-cake.pptx|slides]] ||
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| rowspan="1"|2021/05/24 || Dong Wang || Deep speech prior|| [[媒体文件:Deep speech prior.pptx|slides]]||
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| rowspan="1"|2021/06/28 || Haoran Sun || Information Bottleneck and Deep Learning || [[媒体文件:Information_bottleneck.pdf|slides]] [[媒体文件:IBpapers.pdf|papers]] ||
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| rowspan="1"|2021/07/05 || Chen Chen || Speech Enhancement Overview || [[媒体文件:SpeechEnhancementOverview.pdf|slides]] ||
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| rowspan="1"|2021/07/19 || JiaWen Kang || Diseaseof detection from speech signal || ||
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| rowspan="1"|2021/07/26 || 毛丽旦 || Characters of Uygher in learning Chinese || ||
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| rowspan="1"|2021/08/02 || ChaoXing || Multi-Modal Speech Interaction|| ||
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| rowspan="1"|2021/08/16 || Dong Wang || Training Mutual Information|| [[媒体文件:Information max.pdf|slides]] ||
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| rowspan="1"|2021/09/06 || Jie Li || Detection of object falling || ||
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| rowspan="1"|2021/09/13 || Zhiyuan Tang|| Construction of Ke speech database || ||
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| rowspan="1"|2021/09/20 || Shiyue Zhang || Objective evaluation for text summarization || ||
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| rowspan="1"|2021/10/11 || Chao Xing || KNowedge-driven small foootprint backbone || ||
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| rowspan="1"|2021/10/18 || Haoran Sun || CycleFlow: PURIFY INFORMATION FACTORS BY CYCLE LOSS || ||
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| rowspan="1"|2021/10/25 || Lantian Li || Real Additive Margin Softmax for Speaker Verification || [[媒体文件:RAM-Softmax.pdf|slides]] ||
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| rowspan="1"|2021/11/01 || Ying Shi || End-to-End kws || [[Kws.pdf | slides]] ||
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| rowspan="1"|2021/11/08 || || || ||
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| rowspan="1"|2021/11/15 || || || ||
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| rowspan="1"|2021/11/22 || || || ||
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| rowspan="1"|2021/11/29 || || || ||
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| rowspan="1"|2021/12/06 || || || ||
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| rowspan="1"|2021/12/13 || || || ||
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| rowspan="1"|2021/12/20 || || || ||
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| rowspan="1"|2021/12/27 || || || ||
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[http://cslt.riit.tsinghua.edu.cn/mediawiki/index.php/Weekly_reading See more related]

文件:Kws.pdf

2021-11-29T13:07:28Z

Sunhaoran：Sunhaoran上传“文件:Kws.pdf”的新版本

2021-11-15

2021-11-15T10:54:21Z

Sunhaoran：

{| class="wikitable"
!People !! This Week !! Next Week !! Task Tracking (DeadLine)
|-
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|Dong Wang
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* Spoof paper almost done
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* Spoof paper cleaning
* Hard trials paper
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*
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|Yunqi Cai
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* Completed THS2021 data preprocessing, image feature extraction, and baseline
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*
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*
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|Lantian Li
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* Complete hard trials paper v1.
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*
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* Go on preparing my defence.
|-

|-
|Ying Shi
||
* make a comparison between fncmd with new methods
* find some cross-modality methods(Cross modality attention)
||
* Implement Cross modality attention
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*
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|Haoran Sun
||
* speaker and robustness test for CycleFlow-spk
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* some improvement
* some other exploration for the model
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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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|Pengqi Li
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*
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*
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*
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|Qingyang Zhu
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*
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*
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*
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|Weida Liang
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*
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*
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*
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|Zixi Yan
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* Modify wav2vec-u gan network code and output intermediate results
* Training wav2vec2 model
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*
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*
|-

|-
|Sirui Li
||
* Compare the training process of TIMIT and Tibetan
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* Fine-tune the Tibetan wav2vec model
* Prepare the thesis opening report
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*
|-

|-
|Haoyu Jiang
||
*
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*
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*
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|Ruihai Hou
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*
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*
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*
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|Renmiao Chen
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*
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*
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*
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|}

文件:En codes t lda e.png

2021-11-03T14:32:07Z

Sunhaoran：