AudioInsight: A web application for Audiovisual Exploration of Musical Instrument Sounds
AudioInsight is a web application for exploring and analyzing sound datasets. It provides tools for statistical analysis, parameter visualization, and correlation inspection. It also supports clustering and interactive navigation in 2D and 3D representations.
Drumhead AcousticsSound ClusteringAudiovisual
Περιγραφή
AudioInsight is a web application for the audiovisual exploration of sound datasets in musical acoustics. It features an interactive and dynamically responsive user interface that provides tools for dataset exploration, statistical analysis, and visualization of parameter distributions and relevant correlations.
Moreover, AudioInsight enables the creation of dataset clusters and the exploration of sounds through interactive navigation within their two-dimensional (2D) or three-dimensional (3D) graphical representations.
Sound Examples
At the following link, users can listen to the sound produced by a vibrating membrane, depending on its structural characteristics and the point of excitation.
Publications
- Starakis and C. Alexandraki, “AudioInsight: Online Exploration of Large Audio Datasets for Musical Acoustics,” 2024 IEEE 5th International Symposium on the Internet of Sounds (IS2), Erlangen, Germany, 2024, pp. 1-10, doi: 10.1109/IS262782.2024.10704135.
- Alexandraki, C., Starakis, M., Zervas, P., & Bader, R. (2023): Inferring Drumhead Damping and Tuning from Sound Using Finite Difference Time Domain (FDTD) Models. Acoustics, 5(3), 798-816. https://doi.org/10.3390/acoustics5030047
Research Team
Michalis Starakis, PhD Candidate
Principal Investigator: Chrisoula Alexandraki, Associate Professor