Dataset Restricted Access
Max Morrison; Bryan Pardo
OtoMobile dataset is a collection of recordings of failing car components, created by the Interactive Audio Lab at Northwestern University.
OtoMobile consists of 65 recordings of vehicles with failing components, along with annotations. These annotations include the diagnosis of the failing component (one of 12 common automobile issues), the location of the component on the car (front, rear, or wheels), the time during which the sound occurred (while starting, while idling, while driving, while braking, or while turning) the video name and URL, and the start location of the video where the sound was extracted. Excerpts were selected based on the following criteria:
If you find this data useful in your work, please cite the following paper:
Max Morrison and Bryan Pardo, “OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example,” Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), New York, USA, October 2019.
- Interactive Audio Lab: http://music.eecs.northwestern.edu
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The provided data is for educational and research purposes only.