Publish In |
International Journal of Advance Computational Engineering and Networking (IJACEN)-IJACEN |
Journal Home Volume Issue |
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Issue |
Volume-6, Issue-10 ( Oct, 2018 ) | |||||||||
Paper Title |
Deep Neural Network-Based Sound Localization using Interaural Correlation and Synchronized ILD | |||||||||
Author Name |
Hyeon Tae Hwang, Deokgyu Yun, Seung Ho Choi | |||||||||
Affilition |
Dept. of Electronic and IT Media Engineering, Seoul National University of Science and Technology Dept. of Electronic Engineering, Seoul National University of Science and Technology | |||||||||
Pages |
53-54 | |||||||||
Abstract |
This study is about sound localization based on deep neural network (DNN) using interaural cross-correlation coefficients and interaural level difference (ILD) as feature parameters. Especially, we propose a synchronized ILD that eliminates the difference of interaural arrival time. The proposed method shows better performance than the conventional method through various experiments in clean and noisy environments. Index Terms - Deep Neural Network, Sound Localization, Interaural Correlation, Synchronized ILD | |||||||||
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