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09/15/2023
MOSAIC: Learning Unified Multi-Sensory Object Property Representations for Robot Perception
A holistic understanding of object properties across diverse sensory mod...
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03/19/2023
Audio-Text Models Do Not Yet Leverage Natural Language
Multi-modal contrastive learning techniques in the audio-text domain hav...
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04/11/2022
How to Listen? Rethinking Visual Sound Localization
Localizing visual sounds consists on locating the position of objects th...
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03/20/2022
A Study on Robustness to Perturbations for Representations of Environmental Sound
Audio applications involving environmental sound analysis increasingly u...
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06/02/2021
Exploring modality-agnostic representations for music classification
Music information is often conveyed or recorded across multiple data mod...
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02/05/2021
Multi-Task Self-Supervised Pre-Training for Music Classification
Deep learning is very data hungry, and supervised learning especially re...
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09/11/2020
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context
We present SONYC-UST-V2, a dataset for urban sound tagging with spatiote...
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09/20/2019