UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Xiao, Yang, Das, Rohan Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing
by: Xiao, Yang, et al.
Published: (2025)
by: Xiao, Yang, et al.
Published: (2025)
WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection
by: Yin, Han, et al.
Published: (2024)
by: Yin, Han, et al.
Published: (2024)
Where's That Voice Coming? Continual Learning for Sound Source Localization
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
TF-Mamba: A Time-Frequency Network for Sound Source Localization
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
Exploring Text-Queried Sound Event Detection with Audio Source Separation
by: Yin, Han, et al.
Published: (2024)
by: Yin, Han, et al.
Published: (2024)
AFT: An Exemplar-Free Class Incremental Learning Method for Environmental Sound Classification
by: Chen, Xinyi, et al.
Published: (2025)
by: Chen, Xinyi, et al.
Published: (2025)
XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting
by: Xiao, Yang, et al.
Published: (2025)
by: Xiao, Yang, et al.
Published: (2025)
Dual Knowledge Distillation for Efficient Sound Event Detection
by: Xiao, Yang, et al.
Published: (2024)
by: Xiao, Yang, et al.
Published: (2024)
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection
by: Qian, Xinyuan, et al.
Published: (2024)
by: Qian, Xinyuan, et al.
Published: (2024)
Noise-Robust Sound Event Detection and Counting via Language-Queried Sound Separation
by: Chen, Yuanjian, et al.
Published: (2025)
by: Chen, Yuanjian, et al.
Published: (2025)
RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing
by: Xiao, Yang, et al.
Published: (2025)
by: Xiao, Yang, et al.
Published: (2025)
Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection
by: Hu, Jinbo, et al.
Published: (2023)
by: Hu, Jinbo, et al.
Published: (2023)
Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training
by: Ogura, Ryoya, et al.
Published: (2024)
by: Ogura, Ryoya, et al.
Published: (2024)
EnvSDD: Benchmarking Environmental Sound Deepfake Detection
by: Yin, Han, et al.
Published: (2025)
by: Yin, Han, et al.
Published: (2025)
AdaKWS: Towards Robust Keyword Spotting with Test-Time Adaptation
by: Xiao, Yang, et al.
Published: (2025)
by: Xiao, Yang, et al.
Published: (2025)
Class-Incremental Learning for Multi-Label Audio Classification
by: Mulimani, Manjunath, et al.
Published: (2024)
by: Mulimani, Manjunath, et al.
Published: (2024)
Frequency Dynamic Convolutions for Sound Event Detection
by: Nam, Hyeonuk
Published: (2025)
by: Nam, Hyeonuk
Published: (2025)
A Two-Step Learning Framework for Enhancing Sound Event Localization and Detection
by: Yu, Hogeon
Published: (2025)
by: Yu, Hogeon
Published: (2025)
Zero- and Few-shot Sound Event Localization and Detection
by: Shimada, Kazuki, et al.
Published: (2023)
by: Shimada, Kazuki, et al.
Published: (2023)
Towards Understanding of Frequency Dependence on Sound Event Detection
by: Nam, Hyeonuk, et al.
Published: (2025)
by: Nam, Hyeonuk, et al.
Published: (2025)
Sound Event Detection with Boundary-Aware Optimization and Inference
by: Schmid, Florian, et al.
Published: (2026)
by: Schmid, Florian, et al.
Published: (2026)
Continual Learning for Acoustic Event Classification
by: Xiao, Yang
Published: (2025)
by: Xiao, Yang
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)
by: Yeow, Jun-Wei, et al.
Published: (2025)
Learning How to Listen: A Temporal-Frequential Attention Model for Sound Event Detection
by: Shen, Yu-Han, et al.
Published: (2018)
by: Shen, Yu-Han, et al.
Published: (2018)
First-Shot Unsupervised Anomalous Sound Detection With Unknown Anomalies Estimated by Metadata-Assisted Audio Generation
by: Zhang, Hejing, et al.
Published: (2023)
by: Zhang, Hejing, et al.
Published: (2023)
AudioSpa: Spatializing Sound Events with Text
by: Feng, Linfeng, et al.
Published: (2025)
by: Feng, Linfeng, et al.
Published: (2025)
Effective Pre-Training of Audio Transformers for Sound Event Detection
by: Schmid, Florian, et al.
Published: (2024)
by: Schmid, Florian, et al.
Published: (2024)
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection
by: He, Ke-Xin, et al.
Published: (2019)
by: He, Ke-Xin, et al.
Published: (2019)
Ensemble Confidence Calibration for Sound Event Detection in Open-environment
by: Chen, Yuanjian, et al.
Published: (2025)
by: Chen, Yuanjian, et al.
Published: (2025)
Enhance Temporal Relations in Audio Captioning with Sound Event Detection
by: Xie, Zeyu, et al.
Published: (2023)
by: Xie, Zeyu, et al.
Published: (2023)
"It is okay to be uncommon": Quantizing Sound Event Detection Networks on Hardware Accelerators with Uncommon Sub-Byte Support
by: Wu, Yushu, et al.
Published: (2024)
by: Wu, Yushu, et al.
Published: (2024)
FSD50K-Solo: Automated Curation of Single-Source Sound Events
by: Yang, Ningyuan, et al.
Published: (2026)
by: Yang, Ningyuan, et al.
Published: (2026)
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection
by: Nam, Hyeonuk, et al.
Published: (2025)
by: Nam, Hyeonuk, et al.
Published: (2025)
Device Feature based on Graph Fourier Transformation with Logarithmic Processing For Detection of Replay Speech Attacks
by: He, Mingrui, et al.
Published: (2024)
by: He, Mingrui, et al.
Published: (2024)
Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection
by: Nam, Hyeonuk, et al.
Published: (2024)
by: Nam, Hyeonuk, et al.
Published: (2024)
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection
by: Nam, Hyeonuk, et al.
Published: (2025)
by: Nam, Hyeonuk, et al.
Published: (2025)
Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet
by: Gao, Wenmiao, et al.
Published: (2025)
by: Gao, Wenmiao, et al.
Published: (2025)
Similar Items
-
Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing
by: Xiao, Yang, et al.
Published: (2025) -
WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System
by: Xiao, Yang, et al.
Published: (2024) -
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection
by: Yin, Han, et al.
Published: (2024) -
Where's That Voice Coming? Continual Learning for Sound Source Localization
by: Xiao, Yang, et al.
Published: (2024) -
FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels
by: Xiao, Yang, et al.
Published: (2024)