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02/28/2023
Incremental Learning of Acoustic Scenes and Sound Events
In this paper, we propose a method for incremental learning of two disti...
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02/28/2023
Training sound event detection with soft labels from crowdsourced annotations
In this paper, we study the use of soft labels to train a system for sou...
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11/10/2022
Self-supervised learning of audio representations using angular contrastive loss
In Self-Supervised Learning (SSL), various pretext tasks are designed fo...
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09/13/2022
Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification
Sound event detection (SED) and Acoustic scene classification (ASC) are ...
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06/02/2022
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment
Learning from audio-visual data offers many possibilities to express cor...
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07/26/2021
Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio
Sound source proximity and distance estimation are of great interest in ...
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05/28/2021
Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions
This paper presents the details of the Audio-Visual Scene Classification...
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09/06/2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019
Sound event localization and detection is a novel area of research that ...
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05/02/2019
City classification from multiple real-world sound scenes
The majority of sound scene analysis work focuses on one of two clearly ...
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07/25/2018
