Cst-former: Transformer with channel-spectro-temporal attention for sound event localization and detection

Y Shul, JW Choi - … 2024-2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Sound event localization and detection (SELD) is a task for the classification of sound events
and the localization of direction of arrival (DoA) utilizing multichannel acoustic signals. Prior …

Bat: Learning to reason about spatial sounds with large language models

Z Zheng, P Peng, Z Ma, X Chen, E Choi… - arxiv preprint arxiv …, 2024 - arxiv.org
Spatial sound reasoning is a fundamental human skill, enabling us to navigate and interpret
our surroundings based on sound. In this paper we present BAT, which combines the spatial …

A red teaming framework for securing AI in maritime autonomous systems

MJ Walter, A Barrett, K Tam - Applied Artificial Intelligence, 2024 - Taylor & Francis
Artificial intelligence (AI) is being ubiquitously adopted to automate processes in science
and industry. However, due to its often intricate and opaque nature, AI has been shown to …

Zero-and few-shot sound event localization and detection

K Shimada, K Uchida, Y Koyama… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Sound event localization and detection (SELD) systems estimate direction-of-arrival (DOA)
and temporal activation for sets of target classes. Neural network (NN)-based SELD systems …

[PDF][PDF] Polyphonic sound event localization and detection based on Multiple Attention Fusion ResNet

S Zhang, Y Zhang, Y Liao, K Pang… - Math. Biosci …, 2024 - pdfs.semanticscholar.org
Sound event localization and detection have been applied in various fields. Due to the
polyphony and noise interference, it becomes challenging to accurately predict the sound …

A research for sound event localization and detection based on local–global adaptive fusion and temporal importance network

D Shi, M Guo, M Ma - Multimedia Systems, 2024 - Springer
Sound event localization and detection systems can provide intelligent sound processing
and analysis functions for various application devices. However, existing deep learning …

MVANet: Multi-Stage Video Attention Network for Sound Event Localization and Detection with Source Distance Estimation

H Hong, Q Wang, J Du, R Wei, M Cai… - arxiv preprint arxiv …, 2024 - arxiv.org
Sound event localization and detection with source distance estimation (3D SELD) involves
not only identifying the sound category and its direction-of-arrival (DOA) but also predicting …

An Experimental Study on Joint Modeling for Sound Event Localization and Detection with Source Distance Estimation

Y Dong, Q Wang, H Hong, Y Jiang, S Cheng - arxiv preprint arxiv …, 2025 - arxiv.org
In traditional sound event localization and detection (SELD) tasks, the focus is typically on
sound event detection (SED) and direction-of-arrival (DOA) estimation, but they fall short of …

Precision in Audio: CNN+ LSTM-Based 3D Sound Event Localization and Detection in Real-world Environments

LSMS Varnita, K Subramanyam… - … on Networking and …, 2024 - ieeexplore.ieee.org
The task of Sound event localization and detection (SELD) is one of the emerging and key
areas that will help shape the machines of the future. It amalgamates the problems of Sound …

U-Seld: A U-Shaped Network for Sound Event Localization and Detection in Real Spatial Scenes

F Chen, Q Li, B Ding, L **a - Available at SSRN 4820798 - papers.ssrn.com
Sound event localization and detection (SELD) is an emerging topic in audio signal
processing that requires effective feature extraction. Inspired by multi-scale methods, this …