Skip to content

Auxiliary data and scripts for our OJSP review on speaker adaptation for speech recognition

License

Notifications You must be signed in to change notification settings

pswietojanski/ojsp_adaptation_review_2020

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview

Data and scripts used to produce meta-analysis results in our review paper on adaptation algorithms for speech recognition (IEEE link, Arxiv link), published in IEEE Open Journal of Signal Processing.

Data

The raw meta-analysis data is in the data/ojsp-meta.csv file. It is used in analysis.ipynb noteboook to produce aggregated results in (mostly) tabular form (for now). For the paper we directly generated latex plots using pdfplots package. If for some reason you need to regenerate them, raw sources are produced by the notebook and can be found in /content/figs Colab directory. Note that some of these were manually modified directly in the paper for better visuals (and their Latex sources can be found on Arxiv).

Citations

If you find the paper useful, please consider citing it as:

@ARTICLE{9296327,
  author={P. {Bell} and J. {Fainberg} and O. {Klejch} and J. {Li} and S. {Renals} and P. {Swietojanski}},
  journal={IEEE Open Journal of Signal Processing}, 
  title={Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview}, 
  year={2021},
  volume={2},
  number={},
  pages={33-66},
  doi={10.1109/OJSP.2020.3045349}}

About

Auxiliary data and scripts for our OJSP review on speaker adaptation for speech recognition

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published