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Kenneth Ooi

3 accepted papers

2023

Autonomous Soundscape Augmentation with Multimodal Fusion of Visual and Participant-Linked Inputs

ICASSP 2023accepted

Autonomous soundscape augmentation systems typically use trained models to pick optimal maskers to effect a desired perceptual change. While acoustic information is paramount to such systems, contextual information, including participant demographics and the visual environment, also influences acous…

Cited by 0SourceScholar
2022

Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation

ICASSP 2022accepted

Soundscape augmentation, which involves the addition of sounds known as "maskers" to a given soundscape, is a human-centric urban noise mitigation measure aimed at improving the overall sound-scape quality. However, the choice of maskers is often predicated on laborious processes and is inflexible t…

Cited by 11SourceScholar
2021

A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network

ICASSP 2021accepted

Polyphonic sound event detection and localization (SELD) task is challenging because it is difficult to jointly optimize sound event detection (SED) and direction-of-arrival (DOA) estimation in the same network. We propose a general network architecture for SELD in which the SELD network comprises s…

Cited by 0SourceScholar