Characterizing continual learning scenarios and strategies for audio analysis

[PDF] arxiv.org

Continual audio-visual sound separation

W Pian, Y Nan, S Deng, S Mo, Y Guo, Y Tian - arXiv preprint arXiv …, 2024 - arxiv.org
In this paper, we introduce a novel continual audio-visual sound separation task, aiming to
continuously separate sound sources for new classes while preserving performance on …
被引用次数：1 相关文章 所有 3 个版本
[PDF] arxiv.org

Class-Incremental Learning for Sound Event Localization and Detection

R Pandey, M Mulimani, A Politis, A Mesaros - arXiv preprint arXiv …, 2024 - arxiv.org
This paper investigates the feasibility of class-incremental learning (CIL) for Sound Event
Localization and Detection (SELD) tasks. The method features an incremental learner that …
相关文章 所有 2 个版本