Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words
- 1. Department of Industrial Design, KAIST
- 2. Graduate School of Culture Technology, KAIST
- 3. KIA Design Studio, Hyundai Motor Company
Description
Hi,KIA dataset is a shared short Wakeup Word database focusing on perceived emotion in speech The dataset contains 488 Wakeup Word speech.
For more detailed information about the dataset, please refer to our paper: Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words
File Description
- wav/: wav files.
- Filename f`{gender}_{pid}_{scene}_{trial}_{emotion}.wav` The first letter was used to express emotion.
- Filename f`{gender}_{pid}_{scene}_{trial}_{emotion}.wav` The first letter was used to express emotion.
- annotation/: Information related to annotation and human validation of the entire speech
-
split: 8fold data split with {train, valid, test}.csv
-
handcraft: Features used for data EDA and baseline performance
-
best_weights: wav2vec2.0 context network finetuning weights for re-implementation. Due to file size, we attach only fold M1, F5
Reference
Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words [[ArXiv](https://arxiv.org/abs/2211.03371)]
```
@inproceedings{kim2022hi,
title={Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words},
author={Taesu Kim, SeungHeon Doh, Gyunpyo Lee, Hyung seok Jun, Juhan Nam, Hyeon-Jeong Suk},
booktitle={Proceedings of the 14th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)},
year={2022}
}
```
Files
Files
(750.0 MB)
Name | Size | Download all |
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md5:dec963a8200052ada3a436ad7c8ecdad
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750.0 MB | Download |