The researcher has requested permission to use the ICSD dataset. In exchange for such permission, the researcher hereby agrees to the following terms and conditions:

Non-Commercial Use: The researcher shall use the dataset ONLY for non-commercial research and educational purposes.
No Distribution: The researcher shall not distribute, publish, or share the dataset, in whole or in part, to any third party without prior written consent from the dataset provider.
Modification and Derivative Works: The researcher may create modifications and derivative works of the dataset. However, any such works must be used solely for the purposes permitted by this agreement and must not be distributed or shared.
Acknowledgment of Source: Any publications or presentations resulting from the use of the dataset must acknowledge the ICSD dataset and its providers.

ICSD: An Open-source Dataset for Infant Cry and Snoring Detection

The ICSD dataset is a publicly available resource for the detection of infant cries and snoring sounds. It contains over 4 hours of audio data related to snoring sounds and infant crying sounds, as well as their corresponding annotations.

Dataset Overview

Please note that our paper is currently under review. If you're interested in utilizing the dataset, please submit the necessary information on the top of this page to make a request. All the request will be reviewed and approved upon the acceptance of our paper.

The ICSD dataset contains three kinds of data: real strongly labeled data, weakly labeled data and synthetic strongly labeled data. Real strongly labeled data, weakly labeled data come from Internet, and synthetic strongly labeled data is synthesized according to the collected foreground and background events. This variety ensures the dataset that can be used to train and evaluate models under different conditions, enhancing their robustness and generalizability. The entire dataset is divided into three subsets: train, validation and test sets for building the ICSD system. The table below provides the statistics for different types and subsets in the dataset.

SET	train		validation		test
TYPE	Infantcry	Snoring	Infantcry	Snoring	Infantcry	Snoring
Weak label	1699	1577	189	176	None	None
Real strong label	338	305	43	39	43	39
Synthetic strong label	4000	4000	500	500	500	500

Dataset Usage

To use the ICSD dataset, you can download the audio files from the provided URL list and the code we provided to run the baseline system.

The ICSD dataset will be structured as follows:

Dataset ontology: the audio folder and its corresponding metadata folder
Source materials: foreground and background events for generating synthetic strongly labeled data.

Please note that ICSD doesn't own the copyright of the audios; the copyright remains with the original owners of the audio.

Reference

If you use the ICSD dataset, please cite the following papers:

@article{ICSD,
      title={ICSD: An Open-source Dataset for Infant Cry and Snoring Detection},
      author={Qingyu Liu, Longfei Song, Dongxing Xu, Yanhua Long},
      journal={arXiv},
      volume={abs/2408.10561}
      year={2024}
}

Datasets:

QingyuLiu1
/

ICSD

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ICSD: An Open-source Dataset for Infant Cry and Snoring Detection

Dataset Overview

Dataset Usage

Reference