rfcx/frugalaichallenge

RFCx Chainsaw Audio数据集包含大量不同距离的电锯音频剪辑。这些数据来自Rainforest Connection部署的Guardian设备，用于检测非法伐木活动。大多数录音来自南美洲或东南亚，这些地区是Rainforest Connection项目的主要实施地。数据集仅包含音频数据和标签，每个音频剪辑长度为3秒，每个样本标记为`chainsaw`（值`0`，表示检测到电锯）或`environment`（值`1`，表示未检测到电锯）。数据集分为训练集和测试集。

The RFCx Chainsaw Audio dataset contains a large set of audio clips of chainsaws at varying distances. The data comes from Guardian devices deployed by Rainforest Connection to detect illegal logging. The majority of the recordings are from South America or South East Asia where Rainforest Connection has a large number of projects. The dataset only contains audio data and labels. Each audio clip is 3 seconds long. Each sample is labelled either `chainsaw` (value `0` - positively identifying a chainsaw) or `environment` (value `1` - not containing a chainsaw). The data is split into `train` and `test` sets.