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SLoClas: A Database for Joint Sound Localization and Classification

2021-08-05 11:49:59
Xinyuan Qian, Bidisha Sharma, Amine El Abridi, Haizhou Li

Abstract

In this work, we present the development of a new database, namely Sound Localization and Classification (SLoClas) corpus, for studying and analyzing sound localization and classification. The corpus contains a total of 23.27 hours of data recorded using a 4-channel microphone array. 10 classes of sounds are played over a loudspeaker at 1.5 meters distance from the array by varying the Direction-of-Arrival (DoA) from 1 degree to 360 degree at an interval of 5 degree. To facilitate the study of noise robustness, 6 types of outdoor noise are recorded at 4 DoAs, using the same devices. Moreover, we propose a baseline method, namely Sound Localization and Classification Network (SLCnet) and present the experimental results and analysis conducted on the collected SLoClas database. We achieve the accuracy of 95.21% and 80.01% for sound localization and classification, respectively. We publicly release this database and the source code for research purpose.

Abstract (translated)

URL

https://arxiv.org/abs/2108.02539

PDF

https://arxiv.org/pdf/2108.02539.pdf


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