[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 …
[HTML][HTML] Simulating room transfer functions between transducers mounted on audio devices using a modified image source method
The image source method (ISM) is often used to simulate room acoustics due to its ease of
use and computational efficiency. The standard ISM is limited to simulations of room impulse …
use and computational efficiency. The standard ISM is limited to simulations of room impulse …
Sound source localization based on residual network and channel attention module
F Hu, X Song, R He, Y Yu - Scientific Reports, 2023 - nature.com
This paper presents a sound source localization (SSL) model based on residual network
and channel attention mechanism. The method takes the combination of log-Mel …
and channel attention mechanism. The method takes the combination of log-Mel …
Estimation of azimuth and elevation for multiple acoustic sources using tetrahedral microphone arrays and convolutional neural networks
S Sakavičius, A Serackis - Electronics, 2021 - mdpi.com
A method for multiple acoustic source localization using a tetrahedral microphone array and
a convolutional neural network (CNN) is presented. Our method presents a novel approach …
a convolutional neural network (CNN) is presented. Our method presents a novel approach …
Multiple Sound Source Localization in Three Dimensions Using Convolutional Neural Networks and Clustering Based Post-Processing
Sound source localization methods are successfully applied for various estimation tasks,
such as tracking and detecting objects, aiming cameras, and navigating robots. However …
such as tracking and detecting objects, aiming cameras, and navigating robots. However …
Signal-aware direction-of-arrival estimation using attention mechanisms
The direction-of-arrival (DOA) of sound sources is an essential acoustic parameter used, eg,
for multi-channel speech enhancement or source tracking. Complex acoustic scenarios …
for multi-channel speech enhancement or source tracking. Complex acoustic scenarios …