SINGA:PURA (SINGApore: Polyphonic URban Audio)

SINGA:PURA数据集是具有时空背景的复音城市声音数据集，由部署在新加坡的无线声学传感器网络中的6547个强烈标记的录音和72406个未标记的录音组成，以识别和减轻新加坡的噪声源。但是，该存储库仅包含来自SINGA:PURA数据集的6547强标签记录及其对应标签的子集，其格式与sounddata数据集加载器兼容。录音的长度均为10秒，可能有1或7个通道，具体取决于用于录制它们的录音设备。The SINGA:PURA dataset is a polyphonic urban sound dataset with spatiotemporal context. It consists of 6547 strongly labeled recordings and 72406 unlabeled recordings collected from a wireless acoustic sensor network deployed in Singapore, and was developed to identify and mitigate noise sources in Singapore. However, this repository only contains a subset of the 6547 strongly labeled recordings and their corresponding labels from the SINGA:PURA dataset, which is compatible with the sounddata dataset loader. All recordings are 10 seconds in length and may have 1 or 7 channels, depending on the recording devices used for their acquisition.

搜集汇总

背景与挑战

背景概述

SINGA:PURA是一个复音城市声音数据集，包含强标签和未标记的录音，用于识别新加坡的噪声源。本存储库提供了其强标签子集，录音均为10秒，通道数可能为1或7。