Spatial Data Augmentation with Simulated Room Impulse Responses for Sound Event Localization and Detection

Author:

Koyama Yuichiro1,Shigemi Kazuhide2,Takahashi Masafumi1,Shimada Kazuki1,Takahashi Naoya1,Tsunoo Emiru1,Takahashi Shusuke1,Mitsufuji Yuki1

Affiliation:

1. Sony Group Corporation,Tokyo,Japan

2. The University of Tokyo,Japan

Publisher

IEEE

Reference28 articles.

1. First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation

2. Pyroomacoustics: A Python Package for Audio Room Simulation and Array Processing Algorithms

3. 3D sound field recording with higher order Ambisonics–objective measurements and validation of a 4th order spherical microphone;moreau;Audio Engineering Society Convention,2006

4. Comparing modeled and measurement-based spherical harmonic encoding filters for spherical microphone arrays

5. Densely connected multi-dilated convolutional networks for dense prediction tasks;takahashi;Proc of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2021

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5. Phase and Amplitude Characterization of Room Impulse Response on the Application of Varied Width Exponential Signals;Lecture Notes in Electrical Engineering;2024

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