ARAUSv2: an expanded dataset and multimodal models of affective responses to augmented urban soundscapes

• المؤلفون الرئيسيون: Ooi, Kenneth, Ong, Zhen-Ting, Lam, Bhan, Wong, Trevor, Gan, Woon-Seng, Watcharasupat, Karn N.
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2023
• الموضوعات: Science::Physics::Acoustics; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Soundscape; Dataset; Regression; Deep Neural Network; Soundscape Augmentation; Auditory Masking
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/168665; https://internoise2023.org/program/
• المؤسسة: Nanyang Technological University

The ARAUS (Affective Responses to Augmented Urban Soundscapes) dataset consists of a five-fold cross-validation set and independent test set of subjective perceptual responses to augmented soundscapes presented as audio-visual stimuli. However, key limitations in its original release included a disp...