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Annamaria Mesaros

A decade of DCASE: Achievements, practices, evaluations and future challenges

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Oct 07, 2024
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Computer Audition: From Task-Specific Machine Learning to Foundation Models

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Jul 22, 2024
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Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations

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Jun 19, 2024
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DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels

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Jun 12, 2024
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Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge

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May 16, 2024
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Sound Event Detection and Localization with Distance Estimation

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Mar 18, 2024
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Positive and negative sampling strategies for self-supervised learning on audio-video data

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Feb 05, 2024
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Class-Incremental Learning for Multi-Label Audio Classification

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Jan 09, 2024
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Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall

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Sep 25, 2023
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Training sound event detection with soft labels from crowdsourced annotations

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Feb 28, 2023
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