265 citations · 714 across the 33 of their papers we have counts for
Showing 2025 · eess.ASShow all
3 papers · 2 filters
eess.AS2025
Online incremental learning for audio classification using a pretrained audio model
Manjunath Mulimani, Annamaria Mesaros
Incremental learning aims to learn new tasks sequentially without forgetting the previously learned ones. Most of the existing incremental learning methods for audio focus on train…
eess.AS2025
Sound event detection with audio-text models and heterogeneous temporal annotations
Manu Harju, Annamaria Mesaros
Recent advances in generating synthetic captions based on audio and related metadata allow using the information contained in natural language as input for other audio tasks. In th…
eess.AS2025
Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge
Florian Schmid, Paul Primus, Toni Heittola +3
This paper presents the Low-Complexity Acoustic Scene Classification with Device Information Task of the DCASE 2025 Challenge, along with its baseline system. Continuing the focus…