cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0098788.10fu
title: SH0098788.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive106956.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive106956.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0098789.10fu
title: SH0098789.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive106957.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive106957.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0098790.10fu
title: SH0098790.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive106958.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive106958.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0098791.10fu
title: SH0098791.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive106959.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive106959.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive106960.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0098792.10fu
title: SH0098792.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive106960.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive106961.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0098793.10fu
title: SH0098793.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.25549/inscriptifact-ouc111318632
title: Cuneiform Tablet H

description: [Text Description:] Cuneiform Tablet H ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.dqmgsx
title: Occurrence Download

description: A dataset containing 2011 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amietia angolensis (Bocage, 1866)"
 ]
}

 The dataset includes 2011 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002456-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111299548
title: Sinai Syriac 30: Lives of Holy Women, Sinai Syriac 30: Lives of Holy Women, Syrus Sinaiticus

description: [Text Description:] Stories and meditations on holy women/saints, including those who were martyrs, and those in the Bible and Deuterocanonical literature. ❧ [Text or Publication Number Note:] Sinai Syriac 30: Lives of Holy Women ❧ [Medium:] Parchment ❧ [Script Note:] Syriac: Estrangela ❧ [Physical Object Description:] Palimpsest, with overtext written in Syriac, undertext in Syriac or Greek. Ink on overtext is black, ink on undertext has oxidized to faded brown. ❧ [Physical Object Note:] Many of the pages show some water damage. ❧ [Physical Object Note:] Back cover is still extant, shows evidence of roughly stitched repair. ❧
DOI: 10.25549/inscriptifact-ouc111299549
title: Sinai Syriac 30: Lives of Holy Women, Sinai Syriac 30: Lives of Holy Women, Syrus Sinaiticus

description: [Text Description:] Stories and meditations on holy women/saints, including those who were martyrs, and those in the Bible and Deuterocanonical literature. ❧ [Text or Publication Number Note:] Sinai Syriac 30: Lives of Holy Women ❧ [Medium:] Parchment ❧ [Script Note:] Syriac: Estrangela ❧ [Physical Object Description:] Palimpsest, with overtext written in Syriac, undertext in Syriac or Greek. Ink on overtext is black, ink on undertext has oxidized to faded brown. ❧ [Physical Object Note:] Many of the pages show some water damage. ❧ [Physical Object Note:] Back cover is still extant, shows evidence of roughly stitched repair. ❧
DOI: 10.15468/dl.b57ryc
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea stoebe subsp. australis (Pancic ex A.Kern.) Greuter",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 587 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002456-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111319810
title: Cuneiform Tablet K

description: [Text Description:] Cuneiform Tablet K ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.ham9pu
title: Occurrence Download

description: A dataset containing 1240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Botrychium simplex E.Hitchc."
 ]
}

 The dataset includes 1240 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076006-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111319811
title: Cuneiform Tablet K

description: [Text Description:] Cuneiform Tablet K ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.2908/eq_ges01
title: Gender overall earnings gap
title: Ecart global de revenus du travail
title: Geschlechtsspezifischen Gesamteinkommensunterschiede

description: Die geschlechtsspezifischen Gesamteinkommensunterschiede ist ein synthetischer Indikator. Er misst die kombinierte Wirkung dreier Faktoren, nämlich (1) des durchschnittlichen Stundenverdienstes, (2) der durchschnittlichen Anzahl bezahlter Arbeitsstunden pro Monat (vor der Bereinigung um Teilzeitarbeit) und (3) der Erwerbstätigenquote, auf den durchschnittlichen Verdienst von Frauen im erwerbsfähigen Alter – ob Arbeitnehmer oder nicht – im Vergleich zu Männern.
description: The gender overall earnings gap is a synthetic indicator. It measures the impact of the three combined factors, namely: (1) the average hourly earnings, (2) the monthly average of the number of hours paid (before any adjustment for part-time work) and (3) the employment rate, on the average earnings of all women of working age - whether employed or not employed - compared to men.
description: L'écart global de revenus du travail est un indicateur synthétique. Il évalue l'impact de trois facteurs combinés, à savoir: (1) le salaire horaire moyen ; (2) la moyenne mensuelle du nombre d'heures payées (sans correction pour les temps partiels) et (3) le taux d'emploi, sur les revenus moyens de toutes les femmes en âge de travailler - qu'elles soient employées, au chômage ou inactives - par rapport aux hommes.
DOI: 10.25549/inscriptifact-ouc111319780
title: Cuneiform Tablet K

description: [Text Description:] Cuneiform Tablet K ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.bb2y6w
title: Occurrence Download

description: A dataset containing 1166807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2020",
 "HasCoordinate is true",
 "TaxonKey is Catharus guttatus (Pallas, 1811)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1166807 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060439-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111319815
title: Cuneiform Tablet K

description: [Text Description:] Cuneiform Tablet K ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.hy396z
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Dolichotis patagonum (Zimmermann, 1780)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 198 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044724-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111319782
title: Cuneiform Tablet K

description: [Text Description:] Cuneiform Tablet K ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.25549/inscriptifact-ouc111319785
title: Cuneiform Tablet K

description: [Text Description:] Cuneiform Tablet K ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.2b8ma6
title: Occurrence Download

description: A dataset containing 1853556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 1853556 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052924-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111300165
title: Sinai Syriac 30: Old Syriac Gospels, Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s, Syrus Sinaiticus

description: [Text Description:] One of two copies of the old Syriac translation pre-dating the standard Syriac version. Includes a nearly complete text of Matthew, Mark, Luke and John. ❧ [Text or Publication Number Note:] Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s ❧ [Medium:] Parchment ❧ [Script Note:] Syriac: Estrangela ❧ [Physical Object Description:] Palimpsest, with overtext written in Syriac, undertext in Syriac or Greek. Ink on overtext is black, ink on undertext has oxidized to faded brown. ❧ [Physical Object Note:] Many of the pages show some water damage. ❧ [Physical Object Note:] Back cover is still extant, shows evidence of roughly stitched repair. ❧
DOI: 10.25549/inscriptifact-ouc111300343
title: Sinai Syriac 30: Old Syriac Gospels, Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s, Syrus Sinaiticus

description: [Text Description:] One of two copies of the old Syriac translation pre-dating the standard Syriac version. Includes a nearly complete text of Matthew, Mark, Luke and John. ❧ [Text or Publication Number Note:] Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s ❧ [Medium:] Parchment ❧ [Script Note:] Syriac: Estrangela ❧ [Physical Object Description:] Palimpsest, with overtext written in Syriac, undertext in Syriac or Greek. Ink on overtext is black, ink on undertext has oxidized to faded brown. ❧ [Physical Object Note:] Many of the pages show some water damage. ❧ [Physical Object Note:] Back cover is still extant, shows evidence of roughly stitched repair. ❧
DOI: 10.15468/dl.fujzrb
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((135.46071437435756 -37.247304082183916,138.47262575566623 -37.247304082183916,138.47262575566623 -34.23539270087525,135.46071437435756 -34.23539270087525,135.46071437435756 -37.247304082183916))",
 "HasCoordinate is true",
 "TaxonKey is Adenanthos macropodianus E.C.Nelson",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 315 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052916-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111300213
title: Sinai Syriac 30: Old Syriac Gospels, Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s, Syrus Sinaiticus

description: [Text Description:] One of two copies of the old Syriac translation pre-dating the standard Syriac version. Includes a nearly complete text of Matthew, Mark, Luke and John. ❧ [Text or Publication Number Note:] Sinai Syriac 30: Old Sinai Syriac Gospels; Syr s ❧ [Medium:] Parchment ❧ [Script Note:] Syriac: Estrangela ❧ [Physical Object Description:] Palimpsest, with overtext written in Syriac, undertext in Syriac or Greek. Ink on overtext is black, ink on undertext has oxidized to faded brown. ❧ [Physical Object Note:] Many of the pages show some water damage. ❧ [Physical Object Note:] Back cover is still extant, shows evidence of roughly stitched repair. ❧
DOI: 10.25549/inscriptifact-ouc111319823
title: Cuneiform Tablet K

description: [Text Description:] Cuneiform Tablet K ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.5281/zenodo.7882856
title: StemGMD: A Large-Scale Audio Dataset of Isolated Drum Stems for Deep Drums Demixing - part 2

description: We introduce StemGMD, a new large-scale dataset of isolated drum stems that builds upon the extensive MIDI collection found in Magenta's Groove MIDI Dataset (GMD).

GMD is a 13.6-hour corpus of expressive drum performances executed by ten drummers on a Roland TD-11 electronic drum kit. It contains 1150 MIDI files along with the corresponding full-kit audio mixtures.

As a first step in creating StemGMD, we mapped the 22 different MIDI pitches found in the original files onto nine canonical instruments through the reduction scheme proposed  in J. Gillick, A. Roberts, J. Engel, D. Eck, and D. Bamman, "Learning to groove with inverse sequence transformations," in International Conference on Machine Learning (ICML), vol. 97, 2019, pp. 2269–2279.

Each of the nine resulting MIDI channels was manually synthesized as a 16-bit/44.1 kHz stereo WAV file using ten realistic-sounding acoustic drum kits sourced from the Logic Pro X sample libraries, i.e., Bluebird, Brooklyn, Detroit Garage, East Bay, Heavy, Motown Revisited, Portland, Retro Rock, Roots, and SoCal.

As a result, StemGMD contains 1224 hours of audio, which correspond to more than 136 hours of full-kit mixtures. Moreover, StemGMD also contains single hits for each of the drum pieces at ten different velocities ranging from 30 to 127.

To the best of our knowledge, StemGMD is the largest publicly available dataset of drums to date. Moreover, it is the first collection of single-instrument clips from all nine pieces in a canonical drum kit, making it well-suited for training deep drums demixing models.

 

*** THIS IS PART 2 OF 2 ***

Download part 1 here: https://zenodo.org/records/7860223 

After downloading both parts, run unzip_StemGMD.sh to build the dataset from the split archive files.Once unzipped, StemGMD will take just over 1.13 TB of memory.

 

The dataset is made available under a Creative Commons Attribution 4.0 International (CC BY 4.0) License._____________________________We employed the dataset in our paper titled "Toward Deep Drum Source Separation," published in Pattern Recognition Letters. 









Please, cite this work as: A. I. Mezza, R. Giampiccolo, A. Bernardini, and A. Sarti, "Toward Deep Drum Source Separation," Pattern Recognition Letters, vol. 183, pp. 86-91, 2024, doi: 10.1016/j.patrec.2024.04.026.

@article{mezza2024,
title = {Toward deep drum source separation},
author = {Alessandro Ilic Mezza and Riccardo Giampiccolo and Alberto Bernardini and
Augusto Sarti},
journal = {Pattern Recognition Letters},
volume = {183},
pages = {86-91},
year = {2024},
issn = {0167-8655},
doi = {https://doi.org/10.1016/j.patrec.2024.04.026}
}