KuralHub is a comprehensive repository that reviews and benchmarks Speech Emotion Recognition (SER) datasets across multiple languages.
It provides detailed metadata, access links, and benchmarks using fine-tuned monolingual models for SER.
📄 Read the paper: TBD
KuralHub/
│── datasets/ # Language-specific datasets
│ ├── english/
│ │ ├── README.md # Overview of English SER datasets
│ │ ├── ravdess.md # Dataset-specific details
│ ├── spanish/
│ │ ├── README.md
│ │ ├── dataset1.md
....
This repository contains details for 73 languages, including open-source and restricted datasets.
If a language has no available dataset, it is marked accordingly.
We fine-tune pre-trained SER models on datasets individually and report their performance.
- Browse Datasets: Navigate to
datasets/for language-specific SER datasets. - Download Datasets: Follow access links in each dataset file.
- Run Benchmarks: Check
benchmarks/for model performance.
💡 Know of a missing dataset? Help us expand KuralHub!
📩 Submit a pull request or open an issue with new datasets.
If you are using our research findings, please cite the following paper:
@article{placeholder2024,
author = {Author(s)},
title = {Paper Title},
journal = {Conference/Journal},
year = {2024},
volume = {X},
number = {Y},
pages = {ZZ-ZZ},
doi = {10.XXXX/placeholder},
}| 🏷️ Name | 📚 Google Scholar | ||
|---|---|---|---|
| Luxshan Thavarasa | luxshan.20@cse.mrt.ac.lk | Google Scholar | |
| Jubeerathan Thevakumar | jubeerathan.20@cse.mrt.ac.lk | Google Scholar | |
| Thanikan Sivatheepan | thanikan.20@cse.mrt.ac.lk | Google Scholar | |
| Uthayasanker Thayasivam | rtuthaya@cse.mrt.ac.lk | Google Scholar |
We would like to thank Dr. Uthayasanker Thayasivam for his guidance as my supervisor, Braveenan Sritharan for his mentorship, and all the dataset owners for making their datasets available for us through open access or upon request. Your support has been invaluable.