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Analysis of Ambient Sound in HINT
OneLineSummary Machine Learning applied to sound classification. Creation (recoding and annotation) of new a sound database and a baseline system for sound event detection and/or localization  +
Prerequisites Machine Learning, Python  +
References Dekkers, G., Vuegen, L., van Waterschoot, Dekkers, G., Vuegen, L., van Waterschoot, T., Vanrumste, B., & Karsmakers, P. (2018). DCASE 2018 Challenge-Task 5: Monitoring of domestic activities based on multi-channel acoustics. arXiv preprint arXiv:1807.11246. Dekkers, G., Lauwereins, S., Thoen, B., Adhana, M. W., Brouckxon, H., Van den Bergh, B., ... & Karsmakers, P. (2017). The SINS database for detection of daily activities in a home environment using an acoustic sensor network. Detection and Classification of Acoustic Scenes and Events 2017.cation of Acoustic Scenes and Events 2017.
Supervisors Wagner de Morais and Tiago Cortinhal +
Title Analysis of Ambient Sound in HINT  +
Categories StudentProject  +
Modification dateThis property is a special property in this wiki. 8 December 2020 10:24:16  +
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