遇见数据集

3D Meshgrid Room Impulse Response Dataset (part I)

收藏
Zenodo2026-05-29 更新2026-05-26 收录
官方服务:

资源简介:

The dataset contains 3D room impulse responses measured at a sampling frequency of 16 kHz with 2 cm spacing (48 × 51 × 26 grid points per loudspeaker). After measurement, reflections from the microphone array frame were suppressed and the impulse responses have been truncated to 0.25s. MATLAB example code (example_read_visualization.m) is included as an additional file. For Python users, please note that the dimensions of the HDF5 arrays may appear transposed when loaded with Python/NumPy, because the dataset was generated using MATLAB and MATLAB and NumPy use different array ordering conventions. A Python example code for loading and reshaping the dataset is available on the GitHub dataset page: https://yh-audio.github.io/meshgrid-ir.html We additionally release a complementary dataset (Part 0), which contains room impulse responses sampled at 48 kHz before the removal of artificial reflections from the measurement system, with a duration of 100 ms. https://doi.org/10.5281/zenodo.19656813 For details, please refer to the 3D IR dataset page: https://yh-audio.github.io/meshgrid-ir.html

本数据集包含三维房间冲激响应(3D room impulse responses),其采集时采样频率为16 kHz,网格测点间距为2 cm(每个扬声器对应48×51×26个网格点)。完成测量后,我们抑制了麦克风阵列框架产生的反射信号,并将所有冲激响应截断至0.25秒时长。 附带提供MATLAB示例代码(example_read_visualization.m)作为附加文件。 针对Python使用者,需注意:由于本数据集由MATLAB生成,而MATLAB与NumPy采用不同的数组排序约定,因此使用Python/NumPy加载该数据集时,HDF5数组的维度可能会出现转置。用于加载并重塑该数据集的Python示例代码可在数据集GitHub页面获取:https://yh-audio.github.io/meshgrid-ir.html 本项目同步发布了配套数据集(第0部分),该数据集包含采样频率为48 kHz的房间冲激响应,且未移除测量系统引入的人工反射信号,单条信号时长为100 ms。 本数据集的DOI为:https://doi.org/10.5281/zenodo.19656813 如需了解更多细节,请参阅三维冲激响应数据集页面:https://yh-audio.github.io/meshgrid-ir.html

提供机构:
Zenodo
创建时间:
2025-09-04
二维码
社区交流群
二维码
科研交流群
商业服务