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ICSD is a comprehensive audio event dataset for infant cry and snoring detection. It contains over 3.3 hours of strongly labeled data and 1 hour of weakly labeled data, including foreground and background events for synthetic data generation. Audio files are stored in the ‘audio’ folder, and event timestamp annotations are in the ‘metadata’ folder, each further divided into training, validation, and test subfolders. Source material for generating synthetic strongly labeled data is also provided.