Digital Signal Processing Laboratory

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Subject: Computer and Information Science

1 to 4 of 4 Results

Replication Data for: Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas Jul 6, 2024 Lam, Bhan; Ong, Zhen-Ting; Ooi, Kenneth; Boey, Vanessa; Lee, Irene; Gan, Woon-Seng, 2024, "Replication Data for: Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas", https://doi.org/10.21979/N9/NEH5TR, DR-NTU (Data), V1, UNF:6:9KOXblQ6z2TXvHhC2clk1w== [fileUNF] This dataset contains the following data tables: amss_insitu_participant_data.csv: Participant responses to site evaluation comb_obj_insitu_session_data.csv: Per session combined objective acoustic measurement and subjective response data The variables contained in each data tabl...
ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes Aug 21, 2023 Ooi, Kenneth; Ong, Zhen-Ting; Watcharasupat, Karn N.; Lam, Bhan; Hong, Joo Young; Gan, Woon-Seng, 2022, "ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes", https://doi.org/10.21979/N9/9OTEVX, DR-NTU (Data), V4 This repository contains the ARAUS dataset, a publicly-available dataset (comprising a 5-fold training/validation set and an independent test set) of 25,440 unique subjective perceptual responses to augmented soundscapes presented as audio-visual stimuli. Each augmented soundscap...
Replication Data for: Effect of masker selection schemes on the perceived affective quality of soundscapes: A pilot study Jun 23, 2023 Ooi, Kenneth Wen Rui, 2023, "Replication Data for: Effect of masker selection schemes on the perceived affective quality of soundscapes: A pilot study", https://doi.org/10.21979/N9/K1P3IL, DR-NTU (Data), V2, UNF:6:v+IWVsIVeJTrRGWaQUZgcQ== [fileUNF] This repository contains the data and replication code for our publication in Inter-Noise 2023
Dataset for: Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation Jan 28, 2022 Ooi, Kenneth; Watcharasupat, Karn N.; Lam, Bhan; Ong, Zhen-Ting; Gan, Woon-Seng, 2022, "Dataset for: Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation", https://doi.org/10.21979/N9/YSJQKD, DR-NTU (Data), V1 This dataset contains the log-mel spectrograms for the augmented soundscapes described in our ICASSP 2022 submission "Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation", in .npy format. The data can be accessed usin...

Replication Data for: Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas

Jul 6, 2024

Lam, Bhan; Ong, Zhen-Ting; Ooi, Kenneth; Boey, Vanessa; Lee, Irene; Gan, Woon-Seng, 2024, "Replication Data for: Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas", https://doi.org/10.21979/N9/NEH5TR, DR-NTU (Data), V1, UNF:6:9KOXblQ6z2TXvHhC2clk1w== [fileUNF]

This dataset contains the following data tables: amss_insitu_participant_data.csv: Participant responses to site evaluation comb_obj_insitu_session_data.csv: Per session combined objective acoustic measurement and subjective response data The variables contained in each data tabl...

ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes

Aug 21, 2023

Ooi, Kenneth; Ong, Zhen-Ting; Watcharasupat, Karn N.; Lam, Bhan; Hong, Joo Young; Gan, Woon-Seng, 2022, "ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes", https://doi.org/10.21979/N9/9OTEVX, DR-NTU (Data), V4

This repository contains the ARAUS dataset, a publicly-available dataset (comprising a 5-fold training/validation set and an independent test set) of 25,440 unique subjective perceptual responses to augmented soundscapes presented as audio-visual stimuli. Each augmented soundscap...

Replication Data for: Effect of masker selection schemes on the perceived affective quality of soundscapes: A pilot study

Jun 23, 2023

Ooi, Kenneth Wen Rui, 2023, "Replication Data for: Effect of masker selection schemes on the perceived affective quality of soundscapes: A pilot study", https://doi.org/10.21979/N9/K1P3IL, DR-NTU (Data), V2, UNF:6:v+IWVsIVeJTrRGWaQUZgcQ== [fileUNF]

This repository contains the data and replication code for our publication in Inter-Noise 2023

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

Jan 28, 2022

Ooi, Kenneth; Watcharasupat, Karn N.; Lam, Bhan; Ong, Zhen-Ting; Gan, Woon-Seng, 2022, "Dataset for: Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation", https://doi.org/10.21979/N9/YSJQKD, DR-NTU (Data), V1

This dataset contains the log-mel spectrograms for the augmented soundscapes described in our ICASSP 2022 submission "Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation", in .npy format. The data can be accessed usin...

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