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96 results for “Multimedia”

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zenodo52/100

The International Soundscape Database: An integrated multimedia database of urban soundscape surveys -- questionnaires with acoustical and contextual information

<h1>Introduction</h1> <p>The International Soundscape Database contains the results of a series of soundscape assessment campaigns carried out across Europe and China. The data collection process was conducted according to the <a href="https://www.mdpi.com/2076-3417/10/7/2397">SSID Protocol [1]</a> which integrates in situ questionnaires about users' soundscape experience, with binaural recordings, sound level meter readings, and 360 degree video. The core of this database are individual soundscape questionnaires collected for 3,500+ participants completed in situ in cities across Europe and China, and the psychoacoustic analysis of 30s binaural recordings which can be matched up to each questionnaire.</p> <p>The SSID Protocol was based on the ISO 12913&nbsp;standard for soundscape data collection [2]. For more information on the specifics of how this data is collected, please see [1].</p> <p>It is the intention that this dataset be added to and augmented with new locations, cities, and contexts in the future. This will be done both by the SSID team at University College London, but we also strongly welcome contributions from other researchers and practicioners. If a soundscape assessment is collected according to the SSID Protocol, it can be integrated with the rest of the database to form a large, cohesive, and ever-growing database of soundscape assessments.&nbsp;</p> <h2>Analysis</h2> <p>Code for exploring and analysing this dataset is included as part of the <a href="https://soundscapy.readthedocs.io/en/latest/">Soundscapy package</a>.</p> <h2>Included Files</h2> <p>This dataset incorporates surveys taken in multiple urban public spaces across several cities in Europe and China. These urban spaces include places like parks, urban squares, green spaces, and market streets. At each location, up to 100 questionnaires were collected over a series of multi-hour long sessions. Therefore the data is organised by LocationID, then SessionID, then GroupID.</p> <p>The basic directory structure and contents can be found below.&nbsp;</p> <h3>Survey Data (.csv)</h3> <p>'ISD v1.0 Data.csv' organises the data according to the labels given above.</p> <h3>Survey Metadata (.xlsx)</h3> <p>In addition a metadata file ('ISD v1.0 Metadata.xlsx') with photos and descriptions of each of the locations is provided. This metadata file also includes Data Dictionaries for each of the survey instrument versions included. These data dictionaries document precisely the questions asked and the available reponse labels and coding, along with the relevant translations.</p> <h3>Psychoacoustic Analysis (.csv)</h3> <p>The compiled csv file is formatted with a row for each individual participant's questionnaire response, then includes the psychoacoustic analysis of the 30s binaural recording taken while the participant was completing the questionnaire. Details about the psychoacoustic analyses is given in the 'Acoustic Settings' tab in the metadata file.</p> <p>The compiled survey and psychoacoustic analysis data is contained in 'ISD v1.0 Data.csv'. This is compiled from raw survey data files contained in 'Survey_Data', with individual cleaned survey and psychoacoustic data files included in 'Survey_Data/Interim_&lt;date&gt;'. The scripts for compiling this data are included in 'Scripts/'.</p> <h3>Sound Level Meter logs (.xlsx)</h3> <p>'SLM_&lt;city&gt;/' folders include session-long (i.e. ~3hrs) sound level meter log data in.xlsx files for each SessionID.</p> <h3>Binaural Recordings (32-bit floating point .wav)</h3> <p>'WAV_&lt;city&gt;/' folders include the ~30s binaural recordings in 32 bit floating point .wav format. Within each city folder are a set of LocationID folders containing their associated recordings. The wav files are titled with its GroupID, which is matched to the corresponding survey GroupIDs.&nbsp;</p> <h3>Cleaning and Compilation Scripts (.py)</h3> <p>Python code for cleaning and compiling the data from the raw survey data (within Survey_Data/source_data) are provided. These can be run within the provided demo notebook, or from the terminal by calling 'python -m ISDv1_main' with the relevant arguments. See the README.md file in this directory for more information.</p> <pre><code><br>├── ISD v1.0 Data.csv ├── ISD v1.0 Metadata.xlsx ├── SLM_Granada │ ├── CampoPrincipe1_SLM.xlsx │ ├── ... ├── SLM_Groningen │ └── Noorderplantsoen1_SLM.xlsx ├── SLM_etc ├── Scripts │ ├── ISDcleanDemo.ipynb │ ├── ISDcleaning.py │ ├── ISDpsycho.py │ ├── ISDv1_main.py │ ├── README.md │ └── pyproject.toml ├── Survey_Data │ ├── Interim_2024-02-08_cleaned │ └── source_data ├── WAV_Granada_1 │ ├── CampoPrincipe │ ├── ... ├── WAV_etc</code></pre> <p><strong>Citation</strong>: If you use the ISD or part of it, please cite our paper describing the data collection protocol [1] and this dataset itself.</p> <p><strong>License and reuse</strong>: All ISD recordings are provided under the Creative Commons Attribution 4.0 International (CC BY 4.0) License and are free to use. We encourage other researchers to replicate the SSID protocol and contribute new locations to the dataset. We also encourage the use of these recordings and the perceptual data for further soundscape research purposes. Please provide the proper attribution and get in touch with the authors if you would like to contribute new data or for any other collaborations.</p> <p>&nbsp;</p> <p>[1] Mitchell A, Oberman T, Aletta F, Erfanian M, Kachlicka M, Lionello M, Kang J. The Soundscape Indices (SSID) Protocol: A Method for Urban Soundscape Surveys&mdash;Questionnaires with Acoustical and Contextual Information. <em>Applied Sciences</em>. 2020; 10(7):2397. <a href="https://www.mdpi.com/2076-3417/10/7/2397">https://doi.org/10.3390/app10072397&nbsp;</a></p> <p>[2]&nbsp;ISO/TS 12913-2:2018 (2018). &ldquo;Acoustics &ndash; Soundscape &ndash; Part 2: Data collection and reporting requirements&rdquo; International Organization for Standardization, Geneva, Switzerland, 2018</p> <p>[3] Mitchell A, Oberman T, Aletta F, Kachlicka M, Lionello M, Erfanian M, Kang J. Investigating Urban Soundscapes of the COVID-19 Lockdown: A predictive soundscape modeling approach.<em>&nbsp;Journal of the Acoustical Society of America</em>. 2021.</p>

opencc-by-4.0Feb 2024View details →
zenodo48/100

Evidence of a Vulnerable Marine Ecosystem documented via tourist submarine off Cape Well-Met, Vega Island, Eastern Antarctic Peninsula (Subarea 48.1) - Multimedia

<p>Video evidence of a Vulnerable Marine Ecosystem (VME) was collected via submarine deployed by the tourist super-yacht MY Scenic Eclipse flagged with Malta. The dive was conducted on the 29th November 2019 within Subarea 48.1. The video of this resource supplements the dataset &quot;Evidence of a Vulnerable Marine Ecosystem documented via tourist submarine off Cape Well-Met, Vega Island, Eastern Antarctic Peninsula (Subarea 48.1) - data&#39;&#39; available at <a href="https://ipt.biodiversity.aq/resource?r=cape-well-met_2019">https://ipt.biodiversity.aq/resource?r=cape-well-met_2019</a>.</p> <p>Method step description:</p> <ol> <li> <p>Video evidence of a Vulnerable Marine Ecosystem (VME) was collected via submarine deployed by the tourist super-yacht MY Scenic Eclipse flagged with Malta. Recordings begin at the greatest depth and continue as the submarine travels up the wall. Footage was taken with a GoPro Hero 7 Black mounted in the pilot window of a U-Boat Worx Cruise Sub 7-300<a href="https://www.uboatworx.com/model/cruisesub"> (https://www.uboatworx.com/model/cruisesub).</a> Four submarine dives were filmed.</p> </li> <li> <p>Prior to footage clean-up it was decided that the longest resulting video would be the one that would be analysed. Footage of each of these dives were provided in multiple files.</p> </li> <li> <p>Final Cut Pro X was first used to join the files into one video file per dive.</p> </li> <li> <p>The videos were then cropped to remove the edge of the pilot&rsquo;s window frame and to adjust the colour balance.</p> </li> <li> <p>Clean-up then followed the same methodology as was used for analyzing the submarine footage for the successful nomination of four VMEs in WG-EMM-18/35 to remove unusable sequences. For the Cape Well-Met footage that meant the removal of any sequences where the submarine was too far from the wall, where the visibility was poor and when the submarine was paused.</p> </li> <li> <p>Footage from Dive C was the longest resulting video after the completion of this clean-up procedure, thus it became the footage that was analysed.</p> </li> </ol> <p>This project is funded by The Soap and The Sea, a Swiss organic and ocean-friendly soap enterprise that donates half of its profits to Ocean Conservation initiatives.</p>

opencc-by-4.0Jun 2022View details →
zenodo40/100

Metrics Literacies: On the State of the Art of Multimedia Scholarly Metrics Education (Video presentation)

<p>Scholarly metrics, such as h-index or impact factor, are widely applied in academic tenure and funding decisions but often inappropriately. The quantification of research impact has created a pressure to publish that harms all scholarly disciplines by creating adverse effects, such as plagiarism, gratuitous self-citation, and honorary authorship. The Metrics Literacies project led by Prof. Stefanie Haustein aims to reduce the misuse of metrics and adverse effects by improving the understanding and use of scholarly metrics in academia through the development, testing, and dissemination of multimedia resources. This poster talk shows the current state of the art on the project.</p>

opencc-by-4.0Jun 2021View details →
zenodo40/100

Estonian National Bibliography - multimedia

A subset of multimedia works metadata from the Estonian national bibliography. The Estonian national bibliography (Eesti rahvusbibliograafia - ERB) covers publications in all languages in Estonia and abroad, regardless of the medium and date of publication. The database of the national bibliography is constantly updated with newly published works. A separate part of the national bibliography is the Estonica collection, which includes both publications in foreign languages by Estonian authors and publications about Estonia and Estonians published abroad. The database is managed by the National Library of Estonia, which manages the Estonian national bibliography in accordance with the relevant laws. For more info, see <a href="https://digilab.rara.ee">https://digilab.rara.ee</a>.

opencc-zeroAug 2023View details →
zenodo36/100

Tabla 7. Principales hallazgos de los estudios sobre la Teoría Cognitiva del Aprendizaje Multimedia (2018-2022)

<p>Se presenta la tabla que resume los principales aportes identificados en estudios filtrados entre 2018 y 2022 sobre la aplicaci&oacute;n de la teor&iacute;a cognitiva del aprendizaje multimedia. Estos datos son analizados en el art&iacute;culo de revisi&oacute;n sistem&aacute;tica de la literatura:&nbsp;<em>Aplicaci&oacute;n de los principios de la teor&iacute;a cognitiva del aprendizaje multimedia al dise&ntilde;o de situaciones de aprendizaje y escenarios de formaci&oacute;n</em></p>

opencc-by-4.0Oct 2022View details →
zenodo36/100

Datos para revisión sistemática: Aplicación de los principios de la teoría cognitiva del aprendizaje multimedia al diseño de situaciones de aprendizaje y escenarios de formación

<p>Datos recopilados y organizados para el desarrollo de la revisi&oacute;n sistem&aacute;tica de la literatura:&nbsp;<em>Aplicaci&oacute;n de los principios de la teor&iacute;a cognitiva del aprendizaje multimedia al dise&ntilde;o de situaciones de aprendizaje y escenarios de formaci&oacute;n</em>. Los art&iacute;culos fueron seleccionados el 15 de noviembre de 2021 de Scopus y Web of Science, la ventana de tiempo de los art&iacute;culos es&nbsp;2018-2021, las palabras de b&uacute;squeda fueron: &quot;Cognitive theory of multimedia learning&quot; &nbsp;OR &nbsp;&quot;principles of multimedia learning&quot;</p>

opencc-by-4.0Oct 2022View details →
zenodo36/100

Materiales multimedia (esquemas+Audioclases) de la asignatura "Psicología de las diferencias individuales" (4 audioclases + esquemas tridimensionales)

<p>Presentaci&oacute;n multimedia de cuatro de los 12 temas de Psicolog&iacute;a de las Diferencias Individuales (audio y esquemas)</p> <p>- Esquemas tridimensionales sobre el cubo de datos de Cattell y la teor&iacute;a tri&aacute;rquica de Sternberg.</p> <p>-Audioclases con Powerpoint explicando los contenidos de los 12 temas del libro de referencia de la asignatura de "Psicolog&iacute;a de las Diferencias Individuales" (Grado en Psicolog&iacute;a).</p>

opencc-by-4.0Jun 2024View details →
zenodo36/100

Pilot 3 multimedia contents

<p>This dataset includes the multimedia resources linked to the venue involved in pilot 3 that may be used to create stories to be told to the participants in the experiments. They are the multimedia assets appearing in the narratives, for instance to illustrate questions or descriptions.</p> <p>The intended resources include text, images, video and audio clips, animations, 3D shapes, AR contents, external links, and any other formats. The multimedia resources will use the most common formats (gif, jpeg, png, avi, mpg, mp4, doc, txt, odt,&hellip;), so integration and reuse difficulties are not foreseen. Transcoding may be used wherever necessary.</p> <p>Descriptive metadata containing semantic characterizations for every resource will rely on MPEG-7 standard vocabularies as far as possible.</p> <p>Original data provided by the museum will be reused to build the stories. In addition to the resources provided by the venue itself, some other material will be linked from open online sites like Wikipedia, Wikimedia, etc. It is foreseen to include short clips (always respecting copyright laws and up to 30 seconds long) from Greek music, ancient to traditional and modern, as well as world music.</p>

opencc-by-4.0Mar 2019View details →
zenodo36/100

Pilot 1 multimedia images

<p>This dataset will contain the multimedia resources, images provided by the venue in pilot 1 that will be used to create stories to be presented to the users.</p> <p>The dataset will include zoomable images or just simple static thumbnails and jpegs. The data will use the most well-known formats regarding multimedia resources. The IIIF and MPEG-7 standards will be used to describe the relevant details of the involved files, describing their technical characteristics and the more appropriate descriptions of their contents.</p>

opencc-by-4.0Mar 2019View details →
zenodo36/100

Supplementary multimedia files Hao M et al.

<p><strong>Multimedia movie 3&nbsp; &nbsp;</strong> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Live calcium imaging of myenteric neurons in adult small intestine during electrical stimulation of villus tip. The movie is 60 sec in duration, captured at 2 Hz. Focal electrical stimulation is applied at 10 sec. Increases in [Ca<sup>2+</sup>]<sub>i </sub>can be observed in 3 cells.</p> <p><strong>Multimedia movie 4&nbsp; &nbsp;</strong> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Live calcium imaging of myenteric neurons in E15.5 small intestine during electrical stimulation of villus tip. The movie is 60 sec in duration, captured at 2 Hz. Focal electrical stimulation is applied at 10 sec. Many more cells and ganglia are visible&nbsp;in each field of view. Increases in [Ca<sup>2+</sup>]<sub>i</sub> can be observed in several cells.</p> <p><strong>Multimedia movie 5&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</strong>Live calcium imaging of myenteric neurons in adult small intestine during pressurised injection of 5-HT into a villus tip. The movie is 60 sec in duration, captured at 2 Hz. 5-HT is injected at 10 sec. Increases in [Ca<sup>2+</sup>]<sub>i</sub> can be observed in several cells.</p> <p><strong>Multimedia movie 6&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</strong>Live calcium imaging of myenteric neurons in P7 small intestine during pressurised injection of 5-HT into a villus tip. The movie is 60 sec in duration, captured at 2 Hz. 5-HT is injected at 10 sec. Increases in [Ca<sup>2+</sup>]<sub>i</sub>&nbsp;can be observed in several cells.&nbsp;</p>

opencc-by-4.0Oct 2019View details →
zenodo36/100

Dataset Literature review on cyberlaw and multimedia

<p>&nbsp;Merupakan data artikel cyberlaw dengan multimedia</p>

opencc-by-4.0Nov 2022View details →
ClinicalTrials.gov36/100

A Web-Based Multimedia Intervention for Head and Neck Cancer Patients

ClinicalTrials.gov study NCT02442336. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov36/100

AggRegated System Of sensOrs and Multimedia Monitors: Technology for innovAtion and personalizaTion of rEhabilitation Care. (ROOMMATE)

ClinicalTrials.gov study NCT06728020. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Multimedia Self-Management Intervention for Lung Cancer Surgery Family Caregivers and Patients

ClinicalTrials.gov study NCT03686007. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov36/100

Trial of an Online Multimedia Program to Boost Coping & Function for Prostate Cancer Survivors (PROGRESS)

ClinicalTrials.gov study NCT02224482. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
zenodo32/100

Multimedia mixed reality interactive shared decision-making game in children with moderate to severe atopic dermatitis, a pilot study

<p><strong>Multimedia mixed reality interactive shared decision-making game in children with moderate to severe atopic dermatitis, a pilot study</strong></p>

opencc-by-4.0Oct 2022View details →
zenodo32/100

Presentasi - Implementasi Profil Multimedia SMK Nurul Haromain Pujon

<p>SMK Nurul Haromain terletak di Pujon, Kabupaten Malang yang berbatasan langsung dengan kotamadya Batu, juga memiliki lokasi yang cukup nyaman dengan dikelilingi oleh area persawahan serta pemandangan pegunungan, namun tetap dekat dengan akses jalan raya. SMK tersebut merupakan bagian dari Pondok Pesantren Nurul Haromain, sehingga proses belajar mengajar yang ada didalamnya memiliki integrasi dengan akhlak Al Quran dalam kehidupan sehari-hari. Meski telah berdiri lama, namun masih memiliki siswa antara 20 &ndash; 40 per tahun dengan dua jurusan yang dimiliki, yakni tata busana dan Teknik Komputer Jaringan, maka pihak sekolah berniat untuk melakukan inovasi dalam proses promosi untuk pendaftaran peserta didik baru atau lazim disebut PPDB di tahun ajaran berikutnya. Salah satu proses promosi yang akan ditempuh adalah melalui pemasangan iklan dan sebaran informasi melalui internet.</p> <p>Profil multimedia berupa video singkat dengan alokasi waktu antara 3 hingga 5 menit bertujuan untuk menunjang kepentingan proses promosi dalam PPDB. Video profile juga dapat menjadi sarana komunikasi satu arah yang sangat efektif bagi pihak sekolah dengan stakeholders seperti dewan pengawas sekolah, pihak yayasan maupun orang tua siswa. Selain itu juga dapat menjadi sarana pengikat bagi para alumni untuk bisa menyebarluaskan informasi yang tepat mengenai keunggulan kompetitif atau competitive advantage dari almamater kepada khalayak secara luas. Sehingga hal tersebut dapat menjadi justifikasi mengenai kepentingan pembuatan video profile ini bagi SMK Nurul Haromain..&nbsp;</p>

opencc-by-4.0Jul 2021View details →
ClinicalTrials.gov32/100

Multimedia Training for Family Caregivers in Use of Touch and Massage in Supportive Cancer Care

ClinicalTrials.gov study NCT00632398. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

A Multimedia Presentation to Augment the Informed Consent Process for Anesthesia for Patients Undergoing Scheduled Caesarian Delivery

ClinicalTrials.gov study NCT06945250. IPD Sharing: NO. Countries: 1. Publications: 7.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

An Electronic Multimedia Discharge Application

ClinicalTrials.gov study NCT02752321. IPD Sharing: NO. Countries: 1. Publications: 4.

closedIPD-NOFeb 2026View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record