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.
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).
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}}