Impact of data imbalance caused by inactive frames and difference in sound duration on sound event detection performance

Author:

Imoto Keisuke,Mishima Sakiko,Arai Yumi,Kondo Reishi

Publisher

Elsevier BV

Subject

Acoustics and Ultrasonics

Reference37 articles.

1. Computational Analysis of Sound Scenes and Events,2017

2. Introduction to acoustic event and scene analysis;Imoto;Acoust Sci Technol,2018

3. K. Imoto, S. Shimauchi, H. Uematsu, H. Ohmuro, User activity estimation method based on probabilistic generative model of acoustic event sequence with user activity and its subordinate categories, Proc. INTERSPEECH (2013).

4. Improving event detection for audio surveillance using Gabor filterbank features;Geiger;Proc European Signal Processing Conference (EUSIPCO),2015

5. Towards the automatic classification of avian flight calls for bioacoustic monitoring;Salamon;PLoS One,2016

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