遇见数据集

Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words

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Zenodo2022-08-13 更新2026-04-07 收录
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Hi,KIA dataset is a shared short Wakeup Word database focusing on perceived emotion in speech The dataset contains <strong>488 </strong>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 <strong>File Description</strong> <em><strong>wav/</strong></em>: wav files. Filename f`{gender}_{pid}_{scene}_{trial}_{emotion}.wav` The first letter was used to express emotion.<br> <em><strong>annotation/</strong></em>: Information related to annotation and human validation of the entire speech <em><strong>split</strong></em>: 8fold data split with {train, valid, test}.csv <em><strong>handcraft:</strong></em> Features used for data EDA and baseline performance <em><strong>best_weights:</strong></em> wav2vec2.0 context network finetuning weights for re-implementation. Due to file size, we attach only fold M1, F5 <strong>Reference</strong> Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words [[ArXiv](https://arxiv.org/abs/2211.03371)] ```<br> @inproceedings{kim2022hi,<br> title={Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words},<br> author={Taesu Kim, SeungHeon Doh, Gyunpyo Lee, Hyung seok Jun, Juhan Nam, Hyeon-Jeong Suk},<br> booktitle={Proceedings of the 14th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)},<br> year={2022}<br> }<br> ```

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2022-08-13
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