6 papers
Reverberation-based Features for Sound Event Localization and Detection with Distance Estimation
Davide Berghi, Philip J. B. Jackson
Sound event localization and detection (SELD) involves predicting active sound event classes over time while estimating their positions. The localization subtask in SELD is usually…
ToS: A Team of Specialists ensemble framework for Stereo Sound Event Localization and Detection with distance estimation in Video
Davide Berghi, Philip J. B. Jackson
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 coordi…
Region-Specific Audio Tagging for Spatial Sound
Jinzheng Zhao, Yong Xu, Haohe Liu +6
Audio tagging aims to label sound events appearing in an audio recording. In this paper, we propose region-specific audio tagging, a new task which labels sound events in a given r…
Integrating Spatial and Semantic Embeddings for Stereo Sound Event Localization in Videos
Davide Berghi, Philip J. B. Jackson
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 comp…
Spatial and Semantic Embedding Integration for Stereo Sound Event Localization and Detection in Regular Videos
Davide Berghi, Philip J. B. Jackson
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 Regu…
Audio-Visual Speaker Tracking: Progress, Challenges, and Future Directions
Jinzheng Zhao, Yong Xu, Xinyuan Qian +6
Audio-visual speaker tracking has drawn increasing attention over the past few years due to its academic values and wide applications. Audio and visual modalities can provide compl…