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zenodo36/100

Repository of speech features from speakers with and without Parkinson's Disease. Neurovoz - Rasta PLP - V2 - Scientific Reports Publication: Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease

<p>This repository contains the Rasta-PLP features of six different speech recordings (sentences) from Neurovoz corpus (47 parkinsonian and 32 control speakers whose mother tongue is Spanish Castillian.)<br> Number of PLP coefficients: [6, 8, 10, 12, 14, 16, 18, 20].<br> Delta coefficients: Yes<br> Delta Delta coefficients: Yes<br> Sampling rate: 16 kHz<br> Frame size: 15 ms<br> Frame overlapping: 50%</p> <p>This subset of the Neurovoz corpus was recorded between 2015 and 2017 by Universidad Polit&eacute;cncia de Madrid and Hospital General Universitario Gregorio Mara&ntilde;&oacute;n.</p> <p>This version includes the same files as the previous version and information about UPDRS, H&amp;Y, years since diagnosis and age of each participant.</p> <p>The sentences were:</p> <p>BARBAS: &quot;Cuando las barbas de tu vecino veas pelar, pon las tuyas a remojar&quot;</p> <p>CALLE: &quot;De la calle vendr&aacute; quien de tu casa te echar&aacute;&quot;</p> <p>DIABLO: &quot; Cuando el diablo no sabe qu&eacute; hacer, con el rabo mata moscas &quot;</p> <p>PETACA BLANCA: &quot; La petaca blanca es m&iacute;a&quot;</p> <p>PIDIO: &quot;No pidas a quien pidi&oacute; ni sirvas a quien sirvi&oacute;&quot;</p> <p>SOMBRA: &quot; El que a buen &aacute;rbol se arrima, buena sombra le cobija &quot;</p> <p>&nbsp;</p> <p>How to cite:<br> [1] Moro-Velazquez, L., Gomez-Garcia, J. A., Godino-Llorente, J. I., Grandas-Perez, F., Shattuck-Hufnagel, S. Yag&uuml;e-Jimenez, V., and Dehak, N. (2019).&nbsp;Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson&rsquo;s disease.Scientific reports&nbsp;9,&nbsp;19066.</p> <p><br> [2] Moro-Velazquez, L., Gomez-Garcia, J. A., Godino-Llorente, J. I., Villalba, J., Rusz,&nbsp;J.,&nbsp;Shattuck-Hufnagel, S. and Dehak, N. (2019).&nbsp;A forced Gaussians based methodology for the differential evaluation of Parkinson&#39;s Disease by means of speech processing. Biomedical Signal Processing and Control, 48, 205-220.</p> <p>BibTeX:</p> <pre><code>@article{moro2019phonetic, title={Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease}, author={Moro-Velazquez, Laureano and Gomez-Garcia, Jorge A. and Godino-Llorente, Juan I. and Grandas-Perez, Francisco and Shattuck-Hufnagel, Stefanie and Yague-Jimenez, Virginia and Dehak, Najim}, journal={Scientific Reports}, volume={9}, pages={19066}, year={2019}, publisher={Nature Research Publishing} } @article{moro2019forced, title={A forced Gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing}, author={Moro-Velazquez, Laureano and Gomez-Garcia, Jorge Andres and Godino-Llorente, Juan Ignacio and Dehak, Najim}, journal={Biomedical Signal Processing and Control}, pages={205--220}, volume={48}, year={2019}, publisher={Elsevier} } </code></pre> <p>&nbsp;</p>

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

MORAL DEVELOPMENT AND APOROPHOBIA IN TEACHING IN PUBLIC SECONDARY SCHOOLS IN A PERUVIAN DISTRICT

<p><strong><span>Abstract</span></strong></p> <p><strong><span>Background:</span></strong><span> Aporophobia, or the rejection of the poor, has become increasingly relevant in contemporary societies, particularly amidst technological and communicational advancements. It is understood that this phenomenon often influences the moral development of individuals. Therefore, the research aims to determine whether the level of moral development correlates with aporophobic behavior among educators in public secondary educational institutions in the district of Abancay.</span></p> <p><strong><span>Methods: </span></strong><span>This research was of a basic-theoretical nature, employing a hypothetical-deductive, correlational approach with a quantitative, non-experimental, and cross-sectional design. The study involved 198 appointed teachers in the District of Abancay, using a questionnaire as the instrument.</span></p> <p><strong><span>Results: </span></strong><span>It was evident that the level of moral development significantly influences aporophobic behavior (Wald = 17.358; p = 0.000). Furthermore, significant correlations were identified between aporophobic behavior and the processes of socialization (Wald = 9.569; p = 0.000), preconventional moral development (Wald = 7.354; p = 0.008), and conventional moral development (Wald = 20.198; p = 0.000).</span></p> <p><strong><span>Conclusion: </span></strong><span>The level of moral development significantly impacts the aporophobic behavior of teachers in public secondary educational institutions in the district of Abancay.</span></p> <p><strong><span>Keywords: </span></strong><span>Rejection, discrimination, development, aporophobia, teachers</span><strong><span> </span></strong></p>

opencc-zeroJul 2024View details →
zenodo36/100

Fig. 2 in Spatial distribution of Culicidae (Diptera) larvae, and its implications for Public Health, in five areas of the Atlantic Forest biome, State of São Paulo, Brazil

Fig. 2. Spatial distribution of the species found in the Cruzeiro do Sul rural district.

opencc-by-4.0Jan 2017View details →
zenodo36/100

Fig. 1 in Spatial distribution of Culicidae (Diptera) larvae, and its implications for Public Health, in five areas of the Atlantic Forest biome, State of São Paulo, Brazil

Fig. 1. Localization of the study areas in the Atlantic Forest biome, São Paulo state – Brazil.

opencc-by-4.0Jan 2017View details →
zenodo36/100

Fig. 6 in Spatial distribution of Culicidae (Diptera) larvae, and its implications for Public Health, in five areas of the Atlantic Forest biome, State of São Paulo, Brazil

Fig. 6. Adjusted Semi-variograms of the Simpson diversity index.

opencc-by-4.0Jan 2017View details →
zenodo36/100

Fig. 3 in Spatial distribution of Culicidae (Diptera) larvae, and its implications for Public Health, in five areas of the Atlantic Forest biome, State of São Paulo, Brazil

Fig. 3. Spatial distribution of the species found in the Vale das Cigarras rural districts.

opencc-by-4.0Jan 2017View details →
zenodo36/100

Survey instrument, data, and code for paper "Freihardt, Buntaine, Bernauer (2024): Choosing to protect: Public support for flood defense over relocation in climate change adaptation. Environmental Research Letters. DOI 10.1088/1748-9326/ad6781"

<p>This is the survey instrument, data, and code underlying the manuscript:</p> <p>"Freihardt, Buntaine, Bernauer (2024): Choosing to protect: Public support for flood defense over relocation in climate change adaptation. Environmental Research Letters. DOI 10.1088/1748-9326/ad6781"</p>

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

Publications using EOL structured data: 2019

found primarily via Google Scholar, searching by mentions in the methods sections. Citing EOL is not required when using EOL-hosted records; only the primary source must be cited. Thus, these lists may not be exhaustive.<p></p>For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at <p></p>http://discuss.eol.org/c/eol-services

opennotspecifiedAug 2024View details →
zenodo36/100

Publications using EOL structured data: 2018

found primarily via Google Scholar, searching by mentions in the methods sections. Citing EOL is not required when using EOL-hosted records; only the primary source must be cited. Thus, these lists may not be exhaustive.<p></p>For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at <p></p>http://discuss.eol.org/c/eol-services

opennotspecifiedAug 2024View details →
zenodo36/100

Publications using EOL structured data: 2020

found primarily via Google Scholar, searching by mentions in the methods sections. Citing EOL is not required when using EOL-hosted records; only the primary source must be cited. Thus, these lists may not be exhaustive.<p></p>For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at <p></p>http://discuss.eol.org/c/eol-services

opennotspecifiedAug 2024View details →
zenodo36/100

Publications using EOL structured data: 2015-2017

found primarily via Google Scholar, searching by mentions in the methods sections. Citing EOL is not required when using EOL-hosted records; only the primary source must be cited. Thus, these lists may not be exhaustive.<p></p>For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at <p></p>http://discuss.eol.org/c/eol-services

opennotspecifiedAug 2024View details →
zenodo36/100

Fig. 1 in Sentinels in the shadows: Exploring Toxoplasma gondii and other Sarcocystidae parasites in synanthropic rodents and their public health implications

Fig. 1. Geographical distribution of PCR positive rodents.

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

Self-reported preferences for Daylight Saving Time meet fundamentals of human physiology: correlations in the 2018 Public Consultation by the European Commission

<p>Dataset for the preprint entitled "Preferences for Daylight Saving Time meet fundamentals of human physiology:<br>correlations in the 2018 Public Consultation by the European Commission"</p> <p>&nbsp;</p> <p>Data by 2018 Member State (28 rows)</p> <p>Variables in the dataset: 19.</p> <p>&nbsp;</p> <p>No headers in the main csv file.</p> <p>The meta csv contains variable descriptions. One row per one variable (column) in the main dataset.&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p>

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

Data supporting the publication "Optimized Sandwich and Topological Structures for Enhanced Haptic Transparency"

<p>This dataset includes experimental modal responses of sandwich and topological structures, which are designed to enhance haptic transparency.&nbsp;</p>

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

Data supporting publication: Environmental permittivity-asymmetric BIC metasurfaces with electrical reconfigurability

<p>This repository includes the data corresponding to the figures shown in the journal article entitled "Environmental permittivity-asymmetric BIC metasurfaces with electrical reconfigurability".&nbsp;</p>

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

Replication package for 'Medically assisted reproduction and non-normative family forms: legislation and public opinion in Europe'

<p>Replication package for the paper "Medically assisted reproduction and non-normative family forms: legislation and public opinion in Europe", accepted for publication in <em>European Societies</em> (2024).&nbsp;</p> <p>This repository provides the R code to replicate the results. It utilizes data from the European Values Study (available at: https://europeanvaluesstudy.eu/) and an original database on the timing of MAR access legislation for single women and same-sex female couples in Europe.&nbsp;&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p>

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

Public Health Image Library: public-health-image-library (79) DwCA

Created by a Working Group at the Centers for Disease Control and Prevention (CDC), the PHIL offers an organized, universal electronic gateway to CDC__s pictures. <p></p>http://phil.cdc.gov/<p></p>

opennotspecifiedAug 2024View details →
zenodo36/100

E-book Lending Services in Galician Public Libraries

<p>This dataset includes responses to the questionnaire sent to the staff of the Galician Public Library Network, lending data for 2021 from the two platforms that comprise GaliciaLe (eBiblio Galicia and the Galician Catalogue), and the socio-demographic characteristics of the populations served by each library, obtained from the Spanish National Statistics Institute (INE) and the Galician Regional Statistics Institute (IGE). Emails and municipality names have been removed to protect the privacy of the respondents.</p>

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

E-book Lending Services in Galician Public Libraries

<p>This dataset includes responses to the questionnaire sent to the staff of the Galician Public Library Network, lending data for 2021 from the two platforms that comprise GaliciaLe (eBiblio Galicia and the Galician Catalogue), and the socio-demographic characteristics of the populations served by each library, obtained from the Spanish National Statistics Institute (INE) and the Galician Regional Statistics Institute (IGE). Emails and municipality names have been removed to protect the privacy of the respondents.</p>

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

Dataset (raw questionnaire data and variable importance results) supplementing the publication "Does Gender Really Matter? How Demographics and Site Characteristics Influence Behavior and Attitudes of German Small-Scale Private Forest Owners"

<p>The dataset contains</p> <ul> <li>a translation of the questionnaire,</li> <li>the questionnaire raw data, and</li> <li>the results of the variable importance analysis</li> </ul> <p>used in the publication "Does Gender Really Matter? How Demographics and Site Characteristics Influence Behavior and Attitudes of Small-Scale Private Forest Owners".</p>

opencc-by-4.0Aug 2024View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

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

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Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.