README.txt

Code Structure

The code is structured as a set of scripts. The following diagram captures the dependency structure of the scripts (the following script depends on the output of the previous script):

For D-WEAT: The results were plotted in get_results_figs.ipynb. For GDCF: The final csvs from get_all-features-results.ipynb were imported into Google Sheets, and analyzed there.

Modules

LDA

Link: https://scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html

inaSpeechSegmenter

Link: https://github.com/ina-foss/inaSpeechSegmenter

english-fisher-annotations

Link: https://github.com/pariajm/english-fisher-annotations

We had to modify this code, so we provide the code here as a subdirectory.

Spotify Podcast Dataset

Link: https://podcastsdataset.byspotify.com/

This dataset is maintained by Spotify, and access to the dataset is determined by Spotify.

Open AI Embeddings API

Link: https://platform.openai.com/docs/guides/embeddings