Enhancing 3-D Sound Event Localization and Detection With Distance Estimation Using Reverberation and Spatial Coherence Features
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DOI: 10.1109/jsen.2025.3583033
Abstract: Sound event localization, detection, and distance estimation [3-D sound event localization and detection (SELD)] is pivotal for applications such as acoustic monitoring, surveillance, and robotic navigation. Despite significant advances in SELD, achieving accurate sound distance… read more here.
Keywords: detection; distance; event localization; sound event ... See more keywords
Sound Event Localization and Classification Using Wireless Acoustic Sensor Networks in Outdoor Environments
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DOI: 10.1109/jsen.2025.3614680
Abstract: The use of deep learning (DL) for sound event localization and classification with wireless acoustic sensor networks (WASNs) is an emerging research area. However, current methods for sound event localization and classification exhibit limitations in… read more here.
Keywords: localization classification; event; event localization; sound event ... See more keywords
FASTEN: Video Event Localization Based on Audio-Visual Feature Alignment and Multi-Scale Temporal Enhancement
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2025.3567020
Abstract: The audio-visual event localization task investigates how audio and visual modalities can mutually enhance video event localization. Current methods often rely on single-modality features or lack effective initial alignment between modalities. Although feature pyramids with… read more here.
Keywords: multi scale; event localization; scale temporal; audio visual ... See more keywords
Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data
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DOI: 10.1109/tgrs.2021.3120546
Abstract: The microseismic monitoring technique is widely applied to petroleum reservoirs to understand the process of hydraulic fracturing. Geophones continuously record the microseismic events triggered by fluid injection on the Earth’s surface or in monitoring wells.… read more here.
Keywords: event localization; event; microseismic event; field ... See more keywords
Audio-Visual Event Localization by Learning Spatial and Semantic Co-Attention
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DOI: 10.1109/tmm.2021.3127029
Abstract: This work aims to temporally localize events that are both audible and visible in video. Previous methods mainly focused on temporal modeling of events with simple fusion of audio and visual features. In natural scenes,… read more here.
Keywords: attention; audio visual; spatial semantic; event localization ... See more keywords