cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34808/51px-sh66
title: MODALITY corpus - SPEAKER 24 - COMMANDS C1

description: The MODALITY corpus is one of the multimodal database of word recordings in English. It consists of over 30 hours of multimodal recordings. The database contains high-resolution, high-framerate stereoscopic video streams and audio signals obtained from a microphone array and a laptop microphone. The corpus can be employed to develop an AVSR system, as every utterance was labelled. Recordings in noisy conditions can be used to test the robustness of speech recognition systems.
The language material was based on a remote control scenario and it includes 231 words -numbers, names of months and days, a set of verbs and nouns related to a computer device control. They were read by speakers as separated words and sequences resulting in a set of 12 recording sessions per speaker. Half of the sessions were recorded in quiet conditions, the other half contained three kinds of intrusive signals (traffic, babble and factory noise).
The corpus includes recordings of 42 speakers (33 male, 9 female). The participants include 20 students and staff of Multimedia Systems Department of the Gdańsk University of Technology, 5 students of the Institute of English and American Studies of the University of Gdańsk, and 17 native English speakers.
The dataset consist of recordings and visual features for SPEAKER 24:
sex: woman
native speaker: no
age: 25
The test material: COMMANDS C1
All recordings for all speakers are available at http://www.modality-corpus.org/  Sample still from the corpus(SPEAKER 24) Due to the size of the corpus (approx. 2.5 TB of data), every speaker’s recording was placed in a separate zip file of the size approx. 4-7 GB each.
The recordings were organized according to the speakers’ language skills. The group A (17 speakers) consists of native-speakers. Non-native speakers recordings (Polish nationals) were placed in the Group B (25 speakers).
The audio files use the Waveform Audio File Format (.wav), and contain a single PCM audio stream sampled at 44.1 kSa/s with 16-bit depth. The video files utilize the Matroska Multimedia Container Format (.mkv) in which a video stream in 1080p resolution, captured at 100 fps was placed after being compressed with h.264 codec (using High 4:4:4 profile). The ‘.lab’ files are text files containing the information on word positions in audio files, and follow the HTK label format. Each line of a ‘.lab’ file contains the actual label preceded by start and end times (in 100 ns units) e.g. : 1239620000 1244790000 FIVE which denotes the word “five”, occurring between the 123.962 s and 124.479 s of audio.Word-accurate SNR values calculated for every recording are also included in the ZIP file.
DOI: 10.34808/kcvn-hq37
title: MODALITY corpus - SPEAKER 24 - SEQUENCE S1

description: The MODALITY corpus is one of the multimodal database of word recordings in English. It consists of over 30 hours of multimodal recordings. The database contains high-resolution, high-framerate stereoscopic video streams and audio signals obtained from a microphone array and a laptop microphone. The corpus can be employed to develop an AVSR system, as every utterance was labelled. Recordings in noisy conditions can be used to test the robustness of speech recognition systems.
The language material was based on a remote control scenario and it includes 231 words -numbers, names of months and days, a set of verbs and nouns related to a computer device control. They were read by speakers as separated words and sequences resulting in a set of 12 recording sessions per speaker. Half of the sessions were recorded in quiet conditions, the other half contained three kinds of intrusive signals (traffic, babble and factory noise).
The corpus includes recordings of 42 speakers (33 male, 9 female). The participants include 20 students and staff of Multimedia Systems Department of the Gdańsk University of Technology, 5 students of the Institute of English and American Studies of the University of Gdańsk, and 17 native English speakers.
The dataset consist of recordings and visual features for SPEAKER 24:
sex: woman
native speaker: no
age: 25
The test material: SEQUENCE S1
All recordings for all speakers are available at http://www.modality-corpus.org/  Sample still from the corpus(SPEAKER 24) Due to the size of the corpus (approx. 2.5 TB of data), every speaker’s recording was placed in a separate zip file of the size approx. 4-7 GB each.
The recordings were organized according to the speakers’ language skills. The group A (17 speakers) consists of native-speakers. Non-native speakers recordings (Polish nationals) were placed in the Group B (25 speakers).
The audio files use the Waveform Audio File Format (.wav), and contain a single PCM audio stream sampled at 44.1 kSa/s with 16-bit depth. The video files utilize the Matroska Multimedia Container Format (.mkv) in which a video stream in 1080p resolution, captured at 100 fps was placed after being compressed with h.264 codec (using High 4:4:4 profile). The ‘.lab’ files are text files containing the information on word positions in audio files, and follow the HTK label format. Each line of a ‘.lab’ file contains the actual label preceded by start and end times (in 100 ns units) e.g. : 1239620000 1244790000 FIVE which denotes the word “five”, occurring between the 123.962 s and 124.479 s of audio.Word-accurate SNR values calculated for every recording are also included in the ZIP file.
DOI: 10.34808/641f-ne90
title: Data from the survey on Gdańsk University of Technology graduates' assessment of studying - the year 2014

description: The dataset includes data from the survey on Gdańsk University of Technology graduates’ assessment of studying. The research refers to graduates from the year 2014. The survey was conducted in 2016, two years after the respondents obtained graduate status. The research sample included 2004 respondents. The study referred to as i.a. assessment of whether university studies provided the basis for professional work and enabled the acquisition of relevant competencies, also considering variables such as gender, the faculty graduated, or field of study.  The graduates' general assessment of the studies in technical university was very positive.
DOI: 10.6084/m9.figshare.28690892
title: SAILs in water: classical MD trajectories

description: SAILs in water: classical MD trajectories.
DOI: 10.34808/x96s-tc60
title: Gdańsk University of Technology graduates’ form of employment or business activity – years 2015-2018

description: The dataset includes data from the survey on the Gdańsk University of Technology graduates' from the years 2015-2018 on the form of their employment or business activity. The survey was conducted in the period from 2017 to 2020, two years after the respondents obtained graduate status. The research sample included 7409 respondents. To summarize, the Gdańsk University of Technology graduates most often work on the basis of a contract of employment.
DOI: 10.34808/76vb-9202
title: The XPS spectra of Ce0.8Cu0.2O2 prepared using microemulsion method

description: The dataset includes XPS spectra of Ce0.8Cu0.2O2-s sintered under air atmosphere. Samples were produced using aqueous soft chemistry methods (microemulsion). The XPS spectra were collected for all species. 
Description of the procedure:
X-ray Photoelectron Spectroscopy analysis (XPS) was performed using X-ray photoelectron spectrometer Omnicron NanoTechnology with 128-channel collector. XPS measurements were undertaken in ultra-high vacuum conditions, below 1.1x10-8 mbar. Photoelectrons were excited by an Mg-Kα X-ray source with X-ray anode operated at 15 keV and 300 W
DOI: 10.34808/ypae-8684
title: AeroSense Measurements: Aventa AV-7 Taggenberg Winter 2022-2023 Campaign

description: Data from field tests of Aerosesne measurement system installed on Avneta AV-7 wind turbine, located in Taggenberg (ZH), Switzerland. Dataset contains intermittent 10 minute long measurement sessions from 40 barometers, and IMU system installed on the wind turbine blade at r/R = 0.740625. The measurement campaign was performed  between 01.DEC.2022 and 01.APR.2023. All the samples are timestamped with UTC time. Wind turbine, sensor location and sensor properties metadata is provided as JSON files.
Wind turbine metadata follows WindIO schema.Pressure sensor locations metadata follows AeroSense sensor geometry schema.
DOI: 10.34808/14t7-n323
title: Database of the estimations of the numbers of simplices of triangulation of some classical Lie groups

description: It is know that any smooth manifold can be triangulated. The number of simplices of triangulation of a given manifold depends on its topological and combinatorial structure. The data consists of the lower bounds for the numbers of simplices of each dimension of any triangulation of classical Lie groups U(n), SU(n), Sp(n), and SO(n) for n up to 25. Each file devotes to one group, and gives one integer vector {f0, f1, ... , fd} of length d+1, where d is the dimension of the Lie group, and each fj is a lower bound for the number of simplices of dimension j. The files are in the form of plain text with filename: type of Lie group + index n + ".txt". The theoretical arguments and algorithm for computing these data are contained in the paper: Haibao Duan, Wacław Marzantowicz, Xuezhi Zhao, On the number of simplices required to triangulate a Lie group, Topology and its applications, to appear (see also arXiv:2003.13125).
DOI: 10.34808/p6dd-5469
title: Involvement of human glutathione S-transferase M1-1 in the glutathione conjugation of the antitumor unsymmetrical bisacridine derivative C-2028.

description: Unsymmetrical bisacridines (UAs) are a novel potent class of antitumor-active therapeutics. The aim of this study was to investigate the possible role of human glutathione S-transferase M1-1 (hGSTM1-1) in the glutathione (GSH) conjugation of a representative UA, C‑2028.
0.05 mg/mL recombinant hGSTM1-1 (expressed in Escherichia coli, obtained from Sigma-Aldrich, MO, USA), 0.01 mM C-2028, and 5 mM reduced L-glutathione (GSH) in 0.1 M Hepes buffer solution (pH 6.5) were incubated at 37 °C for 0 and 1 hrs in a total volume of 50 µL. MgCl2 solution (2 mM) was added for enzyme stimulation. The incubations were terminated by adding ice-cold 1 M HCl to the incubation mixtures (10:90, v/v). The samples were vortexed, placed in ice for 10 min, and centrifuged at 10000 x g for 10 min. Aliquots of the supernatants (50 µL) in triplicate were then analyzed directly by reversed-phase liquid chromatography (RP-LC) with UV-vis detection and/or diode array and multiple wavelength detection, and monitored by MS.
DOI: 10.34808/2v2m-vj54
title: Gdańsk University of Technology graduates’ forms of raising qualifications – years 2017-2018

description: The dataset includes data from the survey on the Gdańsk University of Technology graduates' from the years 2017-2018 on the forms of raising their qualifications. The survey was conducted in the period from 2019 to 2020, two years after the respondents obtained graduate status. The research sample included 2909 respondents. To summarize, the most common form of raising qualifications by the Gdańsk University of Technology graduates is participation in specialist courses and training.
DOI: 10.34808/vrx9-0906
title: Gdańsk University of Technology graduates’ forms of raising qualifications – years 2011-2016

description: The dataset includes data from the survey on the Gdańsk University of Technology graduates' from the years 2011-2016 on the forms of raising their qualifications. The survey was conducted in the period from 2013 to 2018, two years after the respondents obtained graduate status. The research sample included 9525 respondents. To summarize, the most common form of raising qualifications by the Gdańsk University of Technology graduates is participation in specialist courses and training.
DOI: 10.34808/n560-5948
title: Raw data of AuAg nanoalloy plasmon resonances used for machine learning method

description: Raw data used for machine learning process. UV-vis measurements of AuAg alloyed nanostructures created from thin films. Plasmonic band position dependence on fabrication parameters. Small presentation reviewing achieved structures and their properties.
DOI: 10.34808/ex0e-jb93
title: Gdańsk University of Technology graduates’ length of the labour inactivity period after graduation – years 2014-2018

description: The dataset includes data from the survey on the Gdańsk University of Technology graduates from years 2014-2018 on length of the labour inactivity period after graduation. The survey was conducted in the period from 2016 to 2020, two years after the respondents obtained graduate status. The research sample included 9413 respondents. To summarize, the largest part of the only few graduates who did not start work after graduation, remained unemployed for the entire period from the moment of graduation.
DOI: 10.34808/f1g9-es97
title: Evaluation of the content of zinc compounds in polyethylene films using scanning electron microscopy

description: The dataset contains the results of in the form of micrographs made using a scanning electron microscope (SEM) S–3400N (Hitachi, Hyogo, Japan) using backscattered electron (BSE) detector. SEM was equipped with tungsten filament. The accelerating voltage was 25 kV. Utilization of BSE detector allowed to increase the contrast of local areas varying in the material’s chemistry and/or density.
The obtained results allowed the assessment of the distribution of zinc compounds in polyethylene films.
DOI: 10.34808/fdtt-sv97
title: EEG data recorded in three mental states

description: Electroencephalographic (EEG) signals were acquired from 17 (14 males, 3 females) participants aged between 20 and 30 years. 
The input data were gathered for the signal processing algorithms during sessions lasting for approximately 20 minutes. Each session consisted of three tasks performed by the subjects:
- relaxation with closed eyes - before this task execution the subjects were asked to relax in order to induce mental states associated with such an activity,
- watching a music video - music genre chosen for this task was folk metal due to the engaging and lively character of this music style which creates an opportunity to induce mental states that were being of an opposite type to those ones in the preceding task,
- playing a logic game, the game used at this stage of the experiment was Netwalk logic computer game, in which a player had to rotate elements of the board in such a manner, that a connection was being established between a single central element called server and multiple peripheral elements called computers.
The data is stored in EDF (European Data Format) file format.
DOI: 10.34808/jb38-d730
title: The XPS spectra of Ce0.8Ni0.2O2 prepared using microemulsion method

description: The dataset includes XPS spectra of Ce0.8Ni0.2O2-s sintered under air atmosphere. Samples were produced using aqueous soft chemistry methods (microemulsion). The XPS spectra were collected for all species. 
Description of the procedure:
X-ray Photoelectron Spectroscopy analysis (XPS) was performed using X-ray photoelectron spectrometer Omnicron NanoTechnology with 128-channel collector. XPS measurements were undertaken in ultra-high vacuum conditions, below 1.1x10-8 mbar. Photoelectrons were excited by an Mg-Kα X-ray source with X-ray anode operated at 15 keV and 300 W
DOI: 10.34808/6gwn-sh64
title: Measurement of the tram rail profile during a year of operation

description: The aim of the work was to analyze the wear of rails during operation and to analyze the supplementation of heavy metals in the soil around the tram route, originating from wearing out rails and tram wheels.The dataset contains measurements of rail head coordinates in 9 research sections made in 8 measurement series. The wear of the rails in selected sections was examined using a profilometer. Measurements were performed on 8 dates: 26/06/2023, 31/08/2023, 23/10/2023, 19/12/2023, 01/02/2024, 14/03/2024, 02/04/2024, 09/05/2024. 
Measurements were performed at 9 measurement points in the cross-section relative to traction poles 34/39, 34/38, 32-34/43, 32-34/42, 32-34/36, 32-34/33, 32-34/11, 32-34/7, 32-34/6
Rail wear was related to the measurement of rail wear made before the route was put into operation, which took place on March 2, 2023 The data was saved in CSV files containing 4 columns. 1st column [No.] indicates the coordinate number 2nd column [X] means the X coordinate measured on the rail head in relation to the standard cross-section 3rd column [Y] means the Y coordinate measured on the rail head in relation to the standard cross-section 4th column [Distance] means rail wear in relation to the standard cross-section 
Individual files have been described according to the following scheme: m.n_o.csv Where m - number of measuring point according to the number of the pole: 1 - 34/39, 2 - 34/38, 3 - 32-34/43, 4 - 32-34/42, 5 - 32-34/36, 6 - 32-34/33, 7 - 32-34/11, 8 - 32-34/7, 9 - 32-34/6. n - rail : 1 - track 1 rail, 2 - track 1 right rail, 3 - track 2 left rail, 4 - track 2, right rail. o - measurement date: 1 - 26/06/2023, 2 - 31/08/2023, 3 - 23/10/2023, 4 - 19/12/2023, 5 - 01/02/2024, 6 - 14/03/2024, 7 - 02/04/2024, 8 - 09/05/2024.
DOI: 10.34808/h4bh-ek59
title: Gdańsk University of Technology graduates’ form of employment or business activity – years 2011-2014

description: The dataset includes data from the survey on the Gdańsk University of Technology graduates' from the years 2011-2014 on the form of their employment or business activity. The survey was conducted in the period from 2013 to 2016, two years after the respondents obtained graduate status. The research sample included 5025 respondents. To summarize, the Gdańsk University of Technology graduates most often work on the basis of a contract of employment.
DOI: 10.6084/m9.figshare.26161879
title: The White Glaze of Delft Blue: A Comparative Study of Historical Recipes for the White Tin Glaze Used in Delftware and Other Dutch Tin-glazed Earthenware During Their Heyday (<i>c.</i> 1600–1800)

description: This research intends to enhance our understanding of the tin-glaze technology employed in seventeenth- and eighteenth-century Delftware and other tin-glazed earthenware in the Netherlands. The study provides a detailed description of the raw materials utilised in Dutch tin glazes and offers a schematic overview of the production process. Additionally, 39 dated historical recipes for tin glazes are used to compare and interpret changes in the quantities of raw materials within a temporal context. Weight percentages of raw materials – estimated for the final glaze – reveal significant changes over time. The study shows that changes over time mirror the rise and decline of the Dutch tin-glazed earthenware industry, reflecting economic shifts. Most tin - the costliest glaze material – was utilised between <i>c.</i> 1680 and <i>c.</i> 1720, and the highest glaze qualities were reported during this period, marking the peak of the Dutch earthenware production. Towards the end of the heyday, a decrease in tin usage coincides with mentions of lower glaze qualities. The superior glaze quality of Delftware tin glazes compared to tin-glazes of other tin-glazed earthenware in the Netherlands could not be traced back to specific formulations. Other factors, such as the quality of raw materials, likely contributed to the perceived visual superiority.
DOI: 10.6084/m9.figshare.26161879.v1
title: The White Glaze of Delft Blue: A Comparative Study of Historical Recipes for the White Tin Glaze Used in Delftware and Other Dutch Tin-glazed Earthenware During Their Heyday (<i>c.</i> 1600–1800)

description: This research intends to enhance our understanding of the tin-glaze technology employed in seventeenth- and eighteenth-century Delftware and other tin-glazed earthenware in the Netherlands. The study provides a detailed description of the raw materials utilised in Dutch tin glazes and offers a schematic overview of the production process. Additionally, 39 dated historical recipes for tin glazes are used to compare and interpret changes in the quantities of raw materials within a temporal context. Weight percentages of raw materials – estimated for the final glaze – reveal significant changes over time. The study shows that changes over time mirror the rise and decline of the Dutch tin-glazed earthenware industry, reflecting economic shifts. Most tin - the costliest glaze material – was utilised between <i>c.</i> 1680 and <i>c.</i> 1720, and the highest glaze qualities were reported during this period, marking the peak of the Dutch earthenware production. Towards the end of the heyday, a decrease in tin usage coincides with mentions of lower glaze qualities. The superior glaze quality of Delftware tin glazes compared to tin-glazes of other tin-glazed earthenware in the Netherlands could not be traced back to specific formulations. Other factors, such as the quality of raw materials, likely contributed to the perceived visual superiority.
DOI: 10.3886/e221963v1
title: Veterans Utilization Profile FY18 - Fig 7, Participation by Race/Ethnicity - FY2018

description: Rate of Use by Race/Ethnicity, any VA program - FY2018. Data underlying the sixth figure of Part 1 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.
DOI: 10.3886/e221963
title: Veterans Utilization Profile FY18 - Fig 7, Participation by Race/Ethnicity - FY2018

description: Rate of Use by Race/Ethnicity, any VA program - FY2018. Data underlying the sixth figure of Part 1 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.
DOI: 10.3886/e221963v2
title: Veterans Utilization Profile FY18 - Fig 7, Participation by Race/Ethnicity - FY2018

description: Rate of Use by Race/Ethnicity, any VA program - FY2018. Data underlying the sixth figure of Part 1 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.
DOI: 10.6084/m9.figshare.28690901
title: A Scoping Review of Mindfulness Coaching

description: <b>Methods:</b>The author searched eight electronic databases with broad and comprehensive coverage of academic disciplines, including psychology, sociology, social work, humanities, and philosophy. This search helped to map the literature on mindfulness coaching and provided an opportunity to identify key ideas, theories, and concepts about this topic. This scoping review offers a preliminary assessment of the scope of available research literature and is an important step before undertaking a full systematic review.<b>Results:</b>The search resulted in 212 possibly eligible papers. After screening titles, abstracts, and full-text, a sample (n = 41) of 28 journal articles and 13 theses containing keywords such as mindfulness coaching, mindfulness-based coaching, mindfulness-informed coaching, and mindful coach(es) was selected. The growth phase (2011 – 2019) marked a rapid increase of publications with journal articles becoming dominant. 73% of publications were originated from the U.S., UK, and Australia, while the Global South remains underrepresented. The author concluded how mindfulness coaching was conceptualized in literature and what evidence was there to support the effectiveness of mindfulness coaching and related interventions.<b>Conclusions:</b>It was found that mindfulness coaching was presence-based and informed by Eastern contemplative traditions. Mindful coaches should be nonjudgmental and able to practice in the present moment with strong awareness, curiosity, and kindness. Mindfulness coaching was proven effective in some areas of direct practice. However, a consensus has yet to be reached regarding the operational definitions of this specific form of coaching.
DOI: 10.3886/e221981v1
title: Veterans Utilization Profile FY18 - Fig 10, Percent Users vs Non-Users Distribution by Age Group - Males

description: Veterans Utilization Profile FY18 - Fig 10, Percent Users vs Non-Users Distribution by Age Group - Males. Data underlying the second figure of Part 2 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.