Reference
Sascha Grollmisch, Jakob Abeßer, Judith Liebetrau, Hanna Lukashevich
Sounding Industry Challenges and Datasets for Industrial Sound Analysis, Proceedings of the 27th European Signal Processing Conference (EUSIPCO), A Coruña, Spain, 2019.
Sounding Industry Challenges and Datasets for Industrial Sound Analysis, Proceedings of the 27th European Signal Processing Conference (EUSIPCO), A Coruña, Spain, 2019.
The IDMT_ISA_TUBES dataset contains sound files of ten different bulk materials running down a plastic slide in a tube. These bulk materials consist of five types of sweets and five kinds of nuts and screws. Two tubes, identical in construction, were used for both, collecting data and also testing the robustness of the recognition algorithms. Each bulk material has been poured 50 to 60 times in each tube. Due to the small amount of examples per class for each tube no separate training and test sets are provided and cross-validation is recommended. The distribution that was used for each crossvalidation step is provided with the dataset.
The dataset is provided for evaluation purpose under the Creative Commons licence CC BY-NC-ND 4.0.
Author: Sascha Grollmisch, Jakob Abeßer, Judith Liebetrau, Hanna Lukashevich (Fraunhofer IDMT)
Download Dataset: https://zenodo.org/record/7551340