GitHub - SPEECHCOG/LookingForAffect

This repository contains the experimentation and analysis codes for the Interspeech 2026 article "Looking for Affect in Spontaneous Finnish through Linguistic Interpretability"

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
data		data
MLP_regressor_arousal_experiment.py		MLP_regressor_arousal_experiment.py
MLP_regressor_experiment.py		MLP_regressor_experiment.py
README.md		README.md
explainability_analysis.py		explainability_analysis.py
extract_ExHuBERT_embeddings.py		extract_ExHuBERT_embeddings.py
extract_FinModernBERT_embeddings.py		extract_FinModernBERT_embeddings.py
extract_FinnSentiment_posteriors.py		extract_FinnSentiment_posteriors.py
extract_egemaps_features.py		extract_egemaps_features.py
extract_wordlist_scores.py		extract_wordlist_scores.py
gpt_prompt.md		gpt_prompt.md
main_analysis.py		main_analysis.py
parse_linguistic_feats_from_trankit.py		parse_linguistic_feats_from_trankit.py
trankit_tagging_annotated.py		trankit_tagging_annotated.py
trankit_tagging_gpt_fixed.py		trankit_tagging_gpt_fixed.py
utils.py		utils.py