Digital Signal Processing Laboratory

This dataverse contains data for projects conducted by the Digital Signal Processing Laboratory, School of Electrical and Electronic Engineering, Nanyang Technological University. Please feel free to visit our public Github page as well! Link: https://github.com/ntudsp

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1 to 10 of 15 Results

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: Crossing the Linguistic Causeway: A Binational Approach for Translating Soundscape Attributes to Bahasa Melayu Jul 4, 2023 Lam, Bhan; Chieng, Julia; Watcharasupat, Karn N.; Ooi, Kenneth; Ong, Zhen-Ting; Hong, Joo Young; Gan, Woon-Seng, 2022, "Replication Data for: Crossing the Linguistic Causeway: A Binational Approach for Translating Soundscape Attributes to Bahasa Melayu", https://doi.org/10.21979/N9/0NE37R, DR-NTU (Data), V2, UNF:6:Ly8qCZvK8RRT7TLbWetvHA== [fileUNF] This dataset contains survey data collected from October to November 2021.
Replication Data for: Crossing the Linguistic Causeway: Ethno-national Differences on Soundscape Attributes in Bahasa Melayu Jul 3, 2023 Lam, Bhan; Chieng, Julia; Ooi, Kenneth; Ong, Zhen-Ting; Watcharasupat, Karn N.; Hong, Joo Young; Gan, Woon-Seng, 2023, "Replication Data for: Crossing the Linguistic Causeway: Ethno-national Differences on Soundscape Attributes in Bahasa Melayu", https://doi.org/10.21979/N9/9AZ21T, DR-NTU (Data), V1, UNF:6:VgzgxXYjykAOlRZ0fFE0tw== [fileUNF] Replication data for Crossing the Linguistic Causeway: Ethno-national Differences on Soundscape Attributes in Bahasa Melayu
Replication Data for: Anti-noise window: subjective perception of active noise reduction and effect of informational masking Jun 26, 2023 Lam, Bhan; Lim, Kelvin Chee Quan; Ooi, Kenneth Wen Rui; Ong, Zhen Ting; Shi, Dongyuan; Gan, Woon-Seng, 2023, "Replication Data for: Anti-noise window: subjective perception of active noise reduction and effect of informational masking", https://doi.org/10.21979/N9/SEGEFM, DR-NTU (Data), V4, UNF:6:P4PCa/qLWTFUfvj1o1ookA== [fileUNF] This repository contains replication data to the paper titled: "Anti-noise window: subjective perception of active noise reduction and effect of informational masking"
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
Lion City Soundscapes (LCS) May 20, 2023 Ooi, Kenneth Wen Rui, 2023, "Lion City Soundscapes (LCS)", https://doi.org/10.21979/N9/AVHSBX, DR-NTU (Data), V3, UNF:6:5V9GqpQjaaJQixA5MSJvGA== [fileUNF] This repository contains audio-visual recordings made at the 62 locations identified by the Singapore Soundscape Site Selection Survey, as 1-minute long audio and video files. The 1-minute long files in this repository have been cropped from much longer full-length files that wer...
Synthetic noise dataset Mar 16, 2023 Luo, Zhengding; Shi, Dongyuan; Gan, Woon-Seng, 2023, "Synthetic noise dataset", https://doi.org/10.21979/N9/ETJWLU, DR-NTU (Data), V1 The synthetic noise dataset is divided into 3 subsets: 80,000 noise tracks for training, 2,000 noise tracks for validation, and remaining 2,000 noise tracks for testing. The synthetic noise tracks are generated by filtering white noise through various band-pass filters with rando...
Replication Data for: Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations Jul 20, 2022 Ooi, Kenneth Wen Rui, 2022, "Replication Data for: Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations", https://doi.org/10.21979/N9/AUE2LL, DR-NTU (Data), V1, UNF:6:+bKZThZpX0CDwHcmYaODfA== [fileUNF] This dataset contains the data used for all statistical comparisons in our ICSV 2022 submission "Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations", summarised in a single .csv file. To obtain the data in this dataset, 17 participants were...
Replication Data for: Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape Studies Jul 16, 2022 Zhen-Ting, Ong; Lam, Bhan; Ooi, Kenneth; Watcharasupat, Karn N.; Wong, Trevor; Gan, Woon-Seng, 2022, "Replication Data for: Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape Studies", https://doi.org/10.21979/N9/JQDI6F, DR-NTU (Data), V1, UNF:6:ZGyS8J0wyCO6G/1Hq+VmvQ== [fileUNF] Participant data
Replication Data for: Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering Jun 14, 2022 Ooi, Kenneth; Lam, Bhan; Hong, Joo Young; Watcharasupat, Karn N.; Ong, Zhen-Ting; Gan, Woon-Seng, 2022, "Replication Data for: Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering", https://doi.org/10.21979/N9/BBBPMO, DR-NTU (Data), V1, UNF:6:KzYyK4KiBnggaHuk9R2Lpg== [fileUNF] This dataset contains the data used for all statistical analysis in our publication "Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering", summarised in a single .csv file. For more details on...

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: Crossing the Linguistic Causeway: A Binational Approach for Translating Soundscape Attributes to Bahasa Melayu

Jul 4, 2023

Lam, Bhan; Chieng, Julia; Watcharasupat, Karn N.; Ooi, Kenneth; Ong, Zhen-Ting; Hong, Joo Young; Gan, Woon-Seng, 2022, "Replication Data for: Crossing the Linguistic Causeway: A Binational Approach for Translating Soundscape Attributes to Bahasa Melayu", https://doi.org/10.21979/N9/0NE37R, DR-NTU (Data), V2, UNF:6:Ly8qCZvK8RRT7TLbWetvHA== [fileUNF]

This dataset contains survey data collected from October to November 2021.

Replication Data for: Crossing the Linguistic Causeway: Ethno-national Differences on Soundscape Attributes in Bahasa Melayu

Jul 3, 2023

Lam, Bhan; Chieng, Julia; Ooi, Kenneth; Ong, Zhen-Ting; Watcharasupat, Karn N.; Hong, Joo Young; Gan, Woon-Seng, 2023, "Replication Data for: Crossing the Linguistic Causeway: Ethno-national Differences on Soundscape Attributes in Bahasa Melayu", https://doi.org/10.21979/N9/9AZ21T, DR-NTU (Data), V1, UNF:6:VgzgxXYjykAOlRZ0fFE0tw== [fileUNF]

Replication data for Crossing the Linguistic Causeway: Ethno-national Differences on Soundscape Attributes in Bahasa Melayu

Replication Data for: Anti-noise window: subjective perception of active noise reduction and effect of informational masking

Jun 26, 2023

Lam, Bhan; Lim, Kelvin Chee Quan; Ooi, Kenneth Wen Rui; Ong, Zhen Ting; Shi, Dongyuan; Gan, Woon-Seng, 2023, "Replication Data for: Anti-noise window: subjective perception of active noise reduction and effect of informational masking", https://doi.org/10.21979/N9/SEGEFM, DR-NTU (Data), V4, UNF:6:P4PCa/qLWTFUfvj1o1ookA== [fileUNF]

This repository contains replication data to the paper titled: "Anti-noise window: subjective perception of active noise reduction and effect of informational masking"

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

Lion City Soundscapes (LCS)

May 20, 2023

Ooi, Kenneth Wen Rui, 2023, "Lion City Soundscapes (LCS)", https://doi.org/10.21979/N9/AVHSBX, DR-NTU (Data), V3, UNF:6:5V9GqpQjaaJQixA5MSJvGA== [fileUNF]

This repository contains audio-visual recordings made at the 62 locations identified by the Singapore Soundscape Site Selection Survey, as 1-minute long audio and video files. The 1-minute long files in this repository have been cropped from much longer full-length files that wer...

Synthetic noise dataset

Mar 16, 2023

Luo, Zhengding; Shi, Dongyuan; Gan, Woon-Seng, 2023, "Synthetic noise dataset", https://doi.org/10.21979/N9/ETJWLU, DR-NTU (Data), V1

The synthetic noise dataset is divided into 3 subsets: 80,000 noise tracks for training, 2,000 noise tracks for validation, and remaining 2,000 noise tracks for testing. The synthetic noise tracks are generated by filtering white noise through various band-pass filters with rando...

Replication Data for: Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations

Jul 20, 2022

Ooi, Kenneth Wen Rui, 2022, "Replication Data for: Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations", https://doi.org/10.21979/N9/AUE2LL, DR-NTU (Data), V1, UNF:6:+bKZThZpX0CDwHcmYaODfA== [fileUNF]

This dataset contains the data used for all statistical comparisons in our ICSV 2022 submission "Assessment of a Cost-Effective Headphone Calibration Procedure for Soundscape Evaluations", summarised in a single .csv file. To obtain the data in this dataset, 17 participants were...

Replication Data for: Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape Studies

Jul 16, 2022

Zhen-Ting, Ong; Lam, Bhan; Ooi, Kenneth; Watcharasupat, Karn N.; Wong, Trevor; Gan, Woon-Seng, 2022, "Replication Data for: Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape Studies", https://doi.org/10.21979/N9/JQDI6F, DR-NTU (Data), V1, UNF:6:ZGyS8J0wyCO6G/1Hq+VmvQ== [fileUNF]

Participant data

Replication Data for: Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering

Jun 14, 2022

Ooi, Kenneth; Lam, Bhan; Hong, Joo Young; Watcharasupat, Karn N.; Ong, Zhen-Ting; Gan, Woon-Seng, 2022, "Replication Data for: Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering", https://doi.org/10.21979/N9/BBBPMO, DR-NTU (Data), V1, UNF:6:KzYyK4KiBnggaHuk9R2Lpg== [fileUNF]

This dataset contains the data used for all statistical analysis in our publication "Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering", summarised in a single .csv file. For more details on...

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