Lion City Soundscapes (LCS) (doi:10.21979/N9/AVHSBX)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Lion City Soundscapes (LCS)

doi:10.21979/N9/AVHSBX

DR-NTU (Data)

2023-04-18

3

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

Lion City Soundscapes (LCS)

doi:10.21979/N9/AVHSBX

Ooi, Kenneth Wen Rui (Nanyang Technological University)

Python

Adobe Premiere Pro 2023

Insta360 Studio 2022

Audacity

COT-V4-2020-1

Prime Minister’s Office under the Cities of Tomorrow Research Programme COT-V4-2020-1

DR-NTU (Data)

Ooi, Kenneth Wen Rui

Ooi, Kenneth

2022-12-10

https://doi.org/10.21979/N9/AVHSBX

Engineering, Physics, Engineering, Physics, Soundscape, Singapore, Urban environment, Audio-visual recordings

This repository contains audio-visual recordings made at the 62 locations identified by the <a href="https://arxiv.org/abs/2206.03112">Singapore Soundscape Site Selection Survey</a>, 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 were initially recorded from the respective locations as "representative" sections of recordings of those locations, and are more suitable for short-term analysis of those soundscapes. A model pre-trained on the <a href="https://doi.org/10.21979/N9/9OTEVX">ARAUS dataset</a> was used to crop the 1-minute sections by identifying the sections best corresponding to its ISO12913-3:2019 perceptual quadrant in the Singapore Soundscape Site Selection Survey. For further details of the exact method, please refer to our publication: <blockquote>Kenneth Ooi, Jessie Goh, Hao-Weng Lin, Zhen-Ting Ong, Trevor Wong, Karn Watcharasupat, Bhan Lam, Woon-Seng Gan, Lion City Soundscapes: Modified Partitioning Around Medoids for a Perceptually Diverse Dataset of Singaporean Soundscapes, <i>JASA Express Letters</i>, 2024.</blockquote> The original full-length files have different lengths depending on the specific recording location and range from 9-38 minutes in length, which might be more suitable for medium-term analysis of the same soundscapes. Due to memory and bandwidth limitations, only a selection of full-length files are currently accessible on this repository (the full-length binaural microphone recordings for all locations, as well as all full-length files for locations S0001, S0002, and S0041). However, preview videos of the files have been made available on YouTube (respective URLs under the <code>youtube_link</code> column of <code>metadata.csv</code>, available in this repository and also the project GitHub repository <a href="https://github.com/ntudsp/lion-city-soundscapes">https://github.com/ntudsp/lion-city-soundscapes</a>) and all raw files are available upon request. If you would like to download the full-length files, please ensure that your system is able to handle a download of about 1.5TB and contact us regarding the request with the email header "[LCS] Download of full-length files" for the steps to download. <br><br> The following types of files are available for each individual location (all are synchronised with each other): <ul> <li>19-channel wave file recorded using a ZYLIA ZM-1 3rd-order Ambisonic microphone</li> <li>2-channel stereo wave file generated from the 19-channel wave file upon recording using a ZYLIA ZR-1 Portable Recorder</li> <li>3-channel HDF file recorded using a B&K Type 4101-B binaural microphone (first two channels) and GRAS 146AE Free-field Microphone (last channel) connected to a HEAD Acoustics SQobold Data Acquisition System. Note that "HDF" here stands for "HEAD Data Format", and not the more standard "Hierarchical Data Format". This file can be opened with the use of software such as <a href="https://www.head-acoustics.com/products/analysis-software/head-companion">HEAD Companion</a> and <a href="https://www.head-acoustics.com/products/analysis-software/artemis-suite">ArtemiS</a></li> <li>2-channel wave file recorded using the binaural microphone, as generated from the first two channels of the HDF file</li> <li>1-channel wave file recorded using the GRAS 146AE Free-field Microphone, as generated from the last channel of the HDF file</li> <li>360-degree video file (in spherical, MP4 format) recorded using an Insta360 One R camera and onboard microphone. Note that no windscreen was used for the onboard microphone and the audio quality is comparatively low, so we advise coupling the audio from the binaural microphone or 3rd-order Ambisonic microphone to the video if audio-visual reproduction is desired.</li> </ul>

Singapore

Singapore, Singapore

audio recordings

video recordings

10.1121/10.0025830

Ooi, K., Goh, J., Lin, H. W., Ong, Z. T., Wong, T., Watcharasupat, K. N., ... & Gan, W. S. (2024). Lion city soundscapes: Modified partitioning around medoids for a perceptually diverse dataset of Singaporean soundscapes. JASA Express Letters, 4(4).

10356/178828

Ooi, K., Goh, J., Lin, H., Ong, Z., Wong, T., Watcharasupat, K. N., Lam, B. & Gan, W. (2024). Lion city soundscapes: modified partitioning around medoids for a perceptually diverse dataset of Singaporean soundscapes. JASA Express Letters, 4(4), 047402-

• Number of cases: 62

• No. of variables per record: 44

• Type of File: text/tab-separated-values

UNF:6:uVGXu9NlkzMjAbsKiCEiGw==

• Number of cases: 104879

• No. of variables per record: 4

• Type of File: text/tab-separated-values

UNF:6:6qxZjy0pSr6tnoTmycC2pg==

• lcs_id - lcs_id
• lcs_description - lcs_description
• s5_type - s5_type
• s5_id - s5_id
• s5_latitude - s5_latitude
• s5_longitude - s5_longitude
• lcs_latitude - lcs_latitude
• lcs_longitude - lcs_longitude
• lcs_date - lcs_date
• lcs_time - lcs_time
• usable_length_bin_minutes - usable_length_bin_minutes
• usable_length_bin_seconds - usable_length_bin_seconds
• usable_length_bin_frames_at_30fps - usable_length_bin_frames_at_30fps
• usable_length_all_minutes - usable_length_all_minutes
• usable_length_all_seconds - usable_length_all_seconds
• usable_length_all_frames_at_30fps - usable_length_all_frames_at_30fps
• onemin_offset_bin_minutes - onemin_offset_bin_minutes
• onemin_offset_bin_seconds - onemin_offset_bin_seconds
• onemin_offset_bin_frames_at_30fps - onemin_offset_bin_frames_at_30fps
• insitu_spl_full_L - insitu_spl_full_L
• insitu_spl_full_R - insitu_spl_full_R
• insitu_spl_full_LR_eavg - insitu_spl_full_LR_eavg
• insitu_spl_full_GRAS146AE - insitu_spl_full_GRAS146AE
• insitu_spl_1min_L - insitu_spl_1min_L
• insitu_spl_1min_R - insitu_spl_1min_R
• insitu_spl_1min_LR_eavg - insitu_spl_1min_LR_eavg
• insitu_spl_1min_GRAS146AE - insitu_spl_1min_GRAS146AE
• gain_at_insitu_spl_LR - gain_at_insitu_spl_LR
• gain_at_insitu_spl_GRAS146E - gain_at_insitu_spl_GRAS146E
• link_full_youtube - link_full_youtube
• link_full_insta360 - link_full_insta360
• link_full_sqobold_all - link_full_sqobold_all
• link_full_sqobold_bin - link_full_sqobold_bin
• link_full_sqobold_spl - link_full_sqobold_spl
• link_full_zylia_19ch_part01 - link_full_zylia_19ch_part01
• link_full_zylia_19ch_part02 - link_full_zylia_19ch_part02
• link_full_zylia_02ch - link_full_zylia_02ch
• link_1min_youtube - link_1min_youtube
• link_1min_insta360 - link_1min_insta360
• link_1min_sqobold_all - link_1min_sqobold_all
• link_1min_sqobold_bin - link_1min_sqobold_bin
• link_1min_sqobold_spl - link_1min_sqobold_spl
• link_1min_zylia_19ch - link_1min_zylia_19ch
• link_1min_zylia_02ch - link_1min_zylia_02ch
• lcs_id - lcs_id
• start_idxs - start_idxs
• isopl_mean - isopl_mean
• isoev_mean - isoev_mean

f112432 Location:

Variable Format: character

Notes: UNF:6:19VnxJqD1yO4dOvtdS7maw==

f112432 Location:

Variable Format: character

Notes: UNF:6:CVmpWPl9pBMXHzC+5nYS9A==

f112432 Location:

Variable Format: character

Notes: UNF:6:zcQ6Za4lq9/u3V8rDCcLWw==

f112432 Location:

Summary Statistics: Mean 8.32258064516129; Valid 62.0; StDev 4.633357998886849; Min. 1.0; Max. 18.0;

Variable Format: numeric

Notes: UNF:6:J41KrhjqgkwCvt7TNKA0rA==

f112432 Location:

Summary Statistics: Mean 1.3609002642741936; StDev 0.04908580203055269; Min. 1.263173177; Max. 1.45139051; Valid 62.0;

Variable Format: numeric

Notes: UNF:6:FxA7DGq3IwDxwdBdm+PNnA==

f112432 Location:

Summary Statistics: Min. 103.6306377; Valid 62.0; Mean 103.81625278387097; Max. 103.9915721; StDev 0.0958311073529498

Variable Format: numeric

Notes: UNF:6:VUeRFAsXYyfBc0k663rZ6g==

f112432 Location:

Summary Statistics: Valid 62.0; Max. 1.462196; StDev 0.049339303164215816; Min. 1.2630914; Mean 1.3605714096774193

Variable Format: numeric

Notes: UNF:6:KcIQZ7gTTuLcH/hQCPBpcw==

f112432 Location:

Summary Statistics: Min. 103.630698; StDev 0.09587220233127265; Valid 62.0; Max. 103.99058; Mean 103.81593635;

Variable Format: numeric

Notes: UNF:6:iMhLSgU2R7P9Hj7I26ktug==

f112432 Location:

Summary Statistics: Min. 2.0220916E7; StDev 3038.1950845462457; Max. 2.0230111E7; Valid 62.0; Mean 2.022228719354839E7

Variable Format: numeric

Notes: UNF:6:I9z0JLc2aDbVZ8G8AtZqAQ==

f112432 Location:

Summary Statistics: Valid 62.0; StDev 264.0995337422956; Min. 909.0; Max. 1855.0; Mean 1343.8387096774193;

Variable Format: numeric

Notes: UNF:6:GDXpXsudpvXE9bkiiYIEYg==

f112432 Location:

Summary Statistics: Mean 28.193548387096776; StDev 3.323235188874109; Valid 62.0; Max. 38.0; Min. 18.0;

Variable Format: numeric

Notes: UNF:6:7i8HiPpLMHqhxQk9+QPRbQ==

f112432 Location:

Summary Statistics: Min. 0.0; Mean 28.983870967741936; StDev 17.9411532932327; Valid 62.0; Max. 59.0;

Variable Format: numeric

Notes: UNF:6:qvIBb6M//jUdrbIP95z5qg==

f112432 Location:

Summary Statistics: Valid 62.0; Max. 29.0; StDev 8.17130512176077; Mean 14.016129032258064; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:nEY6NRAWZuG6htqfmwhlGQ==

f112432 Location:

Summary Statistics: Mean 23.580645161290324; StDev 5.259023119088501; Min. 9.0; Valid 62.0; Max. 38.0

Variable Format: numeric

Notes: UNF:6:oWf7R6aKgKlGV5M+P/4+OQ==

f112432 Location:

Summary Statistics: Max. 59.0; StDev 17.657712693235446; Valid 62.0; Mean 29.516129032258064; Min. 0.0

Variable Format: numeric

Notes: UNF:6:iCKc4RnFbZLEelnwaj0TOg==

f112432 Location:

Summary Statistics: Valid 62.0; Max. 29.0; Min. 0.0; Mean 12.209677419354838; StDev 8.370786626518136

Variable Format: numeric

Notes: UNF:6:d+TUJh4EKerRbZVTziF98w==

f112432 Location:

Summary Statistics: Min. 0.0; StDev 8.025540931603553; Mean 12.129032258064518; Valid 62.0; Max. 28.0

Variable Format: numeric

Notes: UNF:6:9/Hf98CH4z77PH7FhZZ1Gw==

f112432 Location:

Summary Statistics: Mean 32.58064516129032; StDev 17.52239633575942; Max. 59.0; Valid 62.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:0akdUTDHVLX167/SK3iqqQ==

f112432 Location:

Summary Statistics: StDev 0.0; Min. 0.0; Max. 0.0; Mean 0.0; Valid 62.0

Variable Format: numeric

Notes: UNF:6:uI7Z76NxgXtc2eu6mvKzMw==

f112432 Location:

Summary Statistics: StDev 7.2267839559411735; Min. 50.27; Valid 62.0; Max. 80.3; Mean 64.22741935483872

Variable Format: numeric

Notes: UNF:6:BDe3XmmHX/0DQFBsriicHA==

f112432 Location:

Summary Statistics: StDev 7.097525583449544; Min. 50.98; Valid 62.0; Max. 77.16; Mean 64.15274193548387

Variable Format: numeric

Notes: UNF:6:IiIp0tocC0xaEmOl+hN9SA==

f112432 Location:

Summary Statistics: Mean 64.26830378854838; StDev 7.131174570062238; Min. 50.92269947; Valid 62.0; Max. 79.00780823

Variable Format: numeric

Notes: UNF:6:BZ+t0qroZUcqmviVHcUPxA==

f112432 Location:

Summary Statistics: Mean 61.37290322580645; Max. 75.26; Valid 62.0; Min. 48.18; StDev 6.974058814717365;

Variable Format: numeric

Notes: UNF:6:1NdnDyNnhEikwDJu282bKQ==

f112432 Location:

Summary Statistics: Valid 62.0; Min. 48.14; Mean 66.18467741935484; Max. 89.25; StDev 8.537704363344703

Variable Format: numeric

Notes: UNF:6:AEf4Ilk/1MrmsoWSKwYECw==

f112432 Location:

Summary Statistics: Valid 62.0; Mean 66.49532258064517; StDev 8.453515461908594; Min. 49.58; Max. 85.11

Variable Format: numeric

Notes: UNF:6:cjOOy2ePT4yKI/xQ0n10nA==

f112432 Location:

Summary Statistics: StDev 8.458063287070535; Mean 66.58237306451613; Max. 87.6557; Valid 62.0; Min. 49.19839

Variable Format: numeric

Notes: UNF:6:HRX0v1pF67rqzkYvbMKXlA==

f112432 Location:

Summary Statistics: Max. 84.55; Mean 63.37709677419355; Valid 62.0; Min. 46.52; StDev 8.355700986397718

Variable Format: numeric

Notes: UNF:6:JIH37HRgPx26fMJELBEFTA==

f112432 Location:

Summary Statistics: Valid 62.0; Max. 9.200503; Min. 4.506983; Mean 6.215623709677419; StDev 0.9249077147936611

Variable Format: numeric

Notes: UNF:6:mueXzMfgRaIVqSEA45RjkA==

f112432 Location:

Summary Statistics: StDev 0.821016181080265; Mean 4.435311129032258; Min. 3.070556; Max. 7.445132; Valid 62.0;

Variable Format: numeric

Notes: UNF:6:6ZzOS6XIBcAeYL6B+A3vuA==

f112432 Location:

Variable Format: character

Notes: UNF:6:0Zi0Ceo2ZOTFghug5iLrhw==

f112432 Location:

Variable Format: character

Notes: UNF:6:F2KewUrYXGfGxl3bEpoBfA==

f112432 Location:

Variable Format: character

Notes: UNF:6:CwtW6nrEolKWz46Nml+yGw==

f112432 Location:

Variable Format: character

Notes: UNF:6:n3Vc5jIGyJM81r+IOaTxUg==

f112432 Location:

Variable Format: character

Notes: UNF:6:g9dV3UGR+DZixtoLGHye1g==

f112432 Location:

Variable Format: character

Notes: UNF:6:mdXmJDlxHihrdMoWMopphQ==

f112432 Location:

Variable Format: character

Notes: UNF:6:IRsvTgEk8CnonRNUAAcqmw==

f112432 Location:

Variable Format: character

Notes: UNF:6:4rUBBG+k+V9YSokqllAs4w==

f112432 Location:

Variable Format: character

Notes: UNF:6:xnwbTe9dmzSIP0sj5kTLQA==

f112432 Location:

Variable Format: character

Notes: UNF:6:ie+U/gq5YPbwnHl6iFuxVQ==

f112432 Location:

Variable Format: character

Notes: UNF:6:gj6Te4VfTZ/5uCXveM1wKw==

f112432 Location:

Variable Format: character

Notes: UNF:6:El5ipnH4CxrQ4TCbq9gxzQ==

f112432 Location:

Variable Format: character

Notes: UNF:6:LdwWqGHli9DGzxaWNvx+og==

f112432 Location:

Variable Format: character

Notes: UNF:6:J0ZEP9rX5kma2mPT59moeA==

f112432 Location:

Variable Format: character

Notes: UNF:6:FXvRyaErzDk3kiX1sLYsyQ==

f112433 Location:

Variable Format: character

Notes: UNF:6:q50FugCQXubhZqt+b5L3oQ==

f112433 Location:

Summary Statistics: Mean 856.539993707002; Max. 2293.0; Valid 104879.0; StDev 506.9127845871564; Min. 0.0

Variable Format: numeric

Notes: UNF:6:c1qfZCGseo9s/E373/JH9w==

f112433 Location:

Summary Statistics: Max. 0.4233642578125; Valid 104879.0; StDev 0.1846998001118053; Mean 0.1092608144101098; Min. -0.2971741884946823

Variable Format: numeric

Notes: UNF:6:n9KHwR++rRuRHeR8uZvwqg==

f112433 Location:

Summary Statistics: StDev 0.1867863039123144; Mean -0.11810020357345337; Valid 104879.0; Max. 0.4638665556907654; Min. -0.47527146339416504

Variable Format: numeric

Notes: UNF:6:EtZvi1aMqQx6nmgRMlRlhw==

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