2020-03-23

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