Cover Image

w2v-SELD: A Sound Event Localization and Detection Framework for Self-Supervised Spatial Audio Pre-Training

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Santos, Orlem Lima dos, Rosero, Karen, Lotufo, Roberto de Alencar
Format:	Preprint
Published:	2023
Subjects:	Audio and Speech Processing Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Effective Pre-Training of Audio Transformers for Sound Event Detection
by: Schmid, Florian, et al.
Published: (2024)

6DoF SELD: Sound Event Localization and Detection Using Microphones and Motion Tracking Sensors on self-motioning human
by: Yasuda, Masahiro, et al.
Published: (2024)

SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation
by: Mu, Da, et al.
Published: (2024)

AudioSpa: Spatializing Sound Events with Text
by: Feng, Linfeng, et al.
Published: (2025)

Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings
by: Wilkinghoff, Kevin, et al.
Published: (2026)

Joint Analysis of Acoustic Scenes and Sound Events Based on Semi-Supervised Training of Sound Events With Partial Labels
by: Imoto, Keisuke
Published: (2025)

Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection
by: Han, Bing, et al.
Published: (2025)

Location-Oriented Sound Event Localization and Detection with Spatial Mapping and Regression Localization
by: Zhang, Xueping, et al.
Published: (2025)

Generating Diverse Audio-Visual 360 Soundscapes for Sound Event Localization and Detection
by: Roman, Adrian S., et al.
Published: (2025)

JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection
by: Nam, Hyeonuk, et al.
Published: (2025)

Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training
by: Schmid, Florian, et al.
Published: (2024)

Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection
by: Cai, Pengfei, et al.
Published: (2024)

Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures
by: Park, Sangwook, et al.
Published: (2021)

Region-Specific Audio Tagging for Spatial Sound
by: Zhao, Jinzheng, et al.
Published: (2025)

Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch
by: Poncelet, Jakob, et al.
Published: (2021)

Enhance Temporal Relations in Audio Captioning with Sound Event Detection
by: Xie, Zeyu, et al.
Published: (2023)

A Two-Step Learning Framework for Enhancing Sound Event Localization and Detection
by: Yu, Hogeon
Published: (2025)

Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion
by: Li, Ruiqi, et al.
Published: (2024)

DOA-Aware Audio-Visual Self-Supervised Learning for Sound Event Localization and Detection
by: Fujita, Yoto, et al.
Published: (2024)

Exploring Text-Queried Sound Event Detection with Audio Source Separation
by: Yin, Han, et al.
Published: (2024)

Universal Sound Separation with Self-Supervised Audio Masked Autoencoder
by: Zhao, Junqi, et al.
Published: (2024)

PSELDNets: Pre-trained Neural Networks on a Large-scale Synthetic Dataset for Sound Event Localization and Detection
by: Hu, Jinbo, et al.
Published: (2024)

ProLAP: Probabilistic Language-Audio Pre-Training
by: Manabe, Toranosuke, et al.
Published: (2025)

MAGENTA: Magnitude and Geometry-ENhanced Training Approach for Robust Long-Tailed Sound Event Localization and Detection
by: Yeow, Jun-Wei, et al.
Published: (2025)

Zero- and Few-shot Sound Event Localization and Detection
by: Shimada, Kazuki, et al.
Published: (2023)

Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes
by: Nam, Hyeonuk, et al.
Published: (2024)

Enhancing 1-Second 3D SELD Performance with Filter Bank Analysis and SCConv Integration in CST-Former
by: Zhang, Zhehui
Published: (2024)

Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification
by: Dawn, Aditya, et al.
Published: (2024)

A Detailed Audio-Text Data Simulation Pipeline using Single-Event Sounds
by: Xu, Xuenan, et al.
Published: (2024)

Exploring the Potential of Data-Driven Spatial Audio Enhancement Using a Single-Channel Model
by: Santos, Arthur N. dos, et al.
Published: (2024)

Self-Supervised Multi-View Learning for Disentangled Music Audio Representations
by: Wilkins, Julia, et al.
Published: (2024)

AudioEditor: A Training-Free Diffusion-Based Audio Editing Framework
by: Jia, Yuhang, et al.
Published: (2024)

Binaural Sound Event Localization and Detection based on HRTF Cues for Humanoid Robots
by: Lee, Gyeong-Tae, et al.
Published: (2025)

Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection
by: Hu, Jinbo, et al.
Published: (2023)

Enhancing Audio-Language Models through Self-Supervised Post-Training with Text-Audio Pairs
by: Sinha, Anshuman, et al.
Published: (2024)

Binaural Sound Event Localization and Detection Neural Network based on HRTF Localization Cues for Humanoid Robots
by: Lee, Gyeong-Tae
Published: (2025)

SONAR: Self-Distilled Continual Pre-training for Domain Adaptive Audio Representation
by: Zhang, Yizhou, et al.
Published: (2025)

MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection
by: Cai, Pengfei, et al.
Published: (2024)

Unified Audio Event Detection
by: Jiang, Yidi, et al.
Published: (2024)

Sound Event Bounding Boxes
by: Ebbers, Janek, et al.
Published: (2024)