Sound Event Localization and Detection
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Benchmarks
Most implemented
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and Detection
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains
Papers
From General-Purpose Audio Tagging to Spatially Grounded Sound Event Localization and Detection
This report investigates the extension of pretrained General-Purpose Audio Tagging (GP-AT) models toward spatially grounded Sound Event Localization and Detection (SELD). The proposed AT2SELD framework couples a pretrain…
Sound Event Localization and DetectionNeural Architecture SearchAudio TaggingToS: A Team of Specialists ensemble framework for Stereo Sound Event Localization and Detection with distance estimation in Video
Sound event localization and detection with distance estimation (3D SELD) in video involves identifying active sound events at each time frame while estimating their spatial coordinates. This multimodal task requires joi…
Sound Event Localization and DetectionIntegrating Spatial and Semantic Embeddings for Stereo Sound Event Localization in Videos
In this study, we address the multimodal task of stereo sound event localization and detection with source distance estimation (3D SELD) in regular video content. 3D SELD is a complex task that combines temporal event cl…
Sound Event Localization and DetectionAcoustic Imaging for UAV Detection: Dense Beamformed Energy Maps and U-Net SELD
We introduce a U-net model for 360° acoustic source localization formulated as a spherical semantic segmentation task. Rather than regressing discrete direction-of-arrival (DoA) angles, our model segments beamformed audi…
Sound Event Localization and DetectionSound Source LocalizationSemantic SegmentationStereo Sound Event Localization and Detection with Onscreen/offscreen Classification
This paper presents the objective, dataset, baseline, and metrics of Task 3 of the DCASE2025 Challenge on sound event localization and detection (SELD). In previous editions, the challenge used four-channel audio formats…
Sound Event Localization and DetectionSpatial and Semantic Embedding Integration for Stereo Sound Event Localization and Detection in Regular Videos
This report presents our systems submitted to the audio-only and audio-visual tracks of the DCASE2025 Task 3 Challenge: Stereo Sound Event Localization and Detection (SELD) in Regular Video Content. SELD is a complex tas…
Sound Event Localization and Detection