[HTML][HTML] A survey of sound source localization with deep learning methods
This article is a survey of deep learning methods for single and multiple sound source
localization, with a focus on sound source localization in indoor environments, where …
localization, with a focus on sound source localization in indoor environments, where …
A four-stage data augmentation approach to resnet-conformer based acoustic modeling for sound event localization and detection
In this paper, we propose a novel four-stage data augmentation approach to ResNet-
Conformer based acoustic modeling for sound event localization and detection (SELD) …
Conformer based acoustic modeling for sound event localization and detection (SELD) …
Direction of arrival estimation in the spherical harmonic domain using subspace pseudointensity vectors
Direction of arrival (DOA) estimation is a fundamental problem in acoustic signal processing.
It is used in a diverse range of applications, including spatial filtering, speech …
It is used in a diverse range of applications, including spatial filtering, speech …
Acoustic localization and tracking of a multi-rotor unmanned aerial vehicle using an array with few microphones
In recent years, the current technological improvements of unmanned aerial vehicles (UAV)
have made drones more difficult to locate using optical or radio-based systems. However …
have made drones more difficult to locate using optical or radio-based systems. However …
Subspace pseudointensity vectors approach for DoA estimation using spherical antenna array in the presence of unknown mutual coupling
OJ Famoriji, T Shongwe - Applied Sciences, 2022 - mdpi.com
Featured Application To obtain an antenna array with isotropic radiation, a spherical
antenna array (SAA) is the correct array configuration. The knowledge of the direction-of …
antenna array (SAA) is the correct array configuration. The knowledge of the direction-of …
Augmented intensity vectors for direction of arrival estimation in the spherical harmonic domain
Pseudointensity vectors (PIVs) provide a means of direction of arrival (DOA) estimation for
spherical microphone arrays using only the zeroth and the first-order spherical harmonics …
spherical microphone arrays using only the zeroth and the first-order spherical harmonics …
Sound event localization based on sound intensity vector refined by DNN-based denoising and source separation
We propose a direction-of-arrival (DOA) estimation method for Sound Event Localization
and Detection (SELD). Direct estimation of DOA using a deep neural network (DNN), ie …
and Detection (SELD). Direct estimation of DOA using a deep neural network (DNN), ie …
Time domain velocity vector for retracing the multipath propagation
J Daniel, S Kitić - … 2020-2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
We propose a conceptually and computationally simple form of sound velocity that offers a
readable view of the interference between direct and indirect sound waves. Unlike most …
readable view of the interference between direct and indirect sound waves. Unlike most …
Self-supervised learning of audio representations from audio-visual data using spatial alignment
Learning from audio-visual data offers many possibilities to express correspondence
between the audio and visual content, similar to the human perception that relates aural and …
between the audio and visual content, similar to the human perception that relates aural and …
[HTML][HTML] On-line sound event localization and detection for real-time recognition of surrounding environment
Abstract Sound Event Localization and Detection (SELD) is a task of simultaneously
identifying sound events and their locations. The existing methods perform SELD in the off …
identifying sound events and their locations. The existing methods perform SELD in the off …