Heidelberg Spiking Datasets

The Heidelberg Spiking Datasets comprise two spike-based classification datasets: The Spiking Heidelberg Digits (SHD) dataset and the Spiking Speech Command (SSC) dataset. The latter is derived from Pete Warden's Speech Commands dataset (https://arxiv.org/abs/1804.03209), whereas the former is based on a spoken digit dataset recorded in-house and included in this repository. Both datasets were generated by applying a detailed inner ear model to audio recordings. We distribute the input spikes and target labels in HDF5 format. SHD as well as SSC are released under the Creative Commons Attribution 4.0 International License.海德堡尖峰数据集包含两个基于尖峰的分类数据集：尖峰海德堡数字（SHD）数据集和尖峰语音命令（SSC）数据集。其中，SSC数据集源自皮特·沃登的语音命令数据集（https://arxiv.org/abs/1804.03209），而SHD数据集则基于内部录制的语音数字数据集，并包含在本存储库中。两个数据集均通过将详细的内耳模型应用于音频记录生成。我们以HDF5格式提供输入尖峰和目标标签。SHD及SSC均在Creative Commons Attribution 4.0 International License许可下发布。

搜集汇总

背景与挑战

背景概述

Heidelberg Spiking Datasets包含两个基于尖峰的分类数据集：Spiking Heidelberg Digits（SHD）和Spiking Speech Commands（SSC），分别基于内部录制的语音数字和Pete Warden的语音命令数据集生成。这些数据集通过内耳模型处理音频生成尖峰信号，以HDF5格式提供输入尖峰和目标标签，并遵循Creative Commons Attribution 4.0国际许可证。