625 citations · 1.4k across the 18 of their papers we have counts for
4 papers · 1 filter
A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis
Shanshan Wang, Annamaria Mesaros, Toni Heittola +1
This paper introduces a curated dataset of urban scenes for audio-visual scene analysis which consists of carefully selected and recorded material. The data was recorded in multipl…
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019
Archontis Politis, Annamaria Mesaros, Sharath Adavanne +2
Sound event localization and detection is a novel area of research that emerged from the combined interest of analyzing the acoustic scene in terms of the spatial and temporal acti…
Acoustic scene classification in DCASE 2020 Challenge: generalization across devices and low complexity solutions
Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
This paper presents the details of Task 1: Acoustic Scene Classification in the DCASE 2020 Challenge. The task consists of two subtasks: classification of data from multiple device…
Active Learning for Sound Event Detection
Shuyang Zhao, Toni Heittola, Tuomas Virtanen
This paper proposes an active learning system for sound event detection (SED). It aims at maximizing the accuracy of a learned SED model with limited annotation effort. The propose…