cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/eld-3ec-mg7
title: Sedum annuum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eld-666-xcp
title: Typha latifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eld-79l-8wr
title: Carex rhynchophysa Fisch., C.A.Mey. & Avé-Lall.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eld-a2w-w5z
title: Stellaria media (L.) Vill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eld-djh-bjt
title: Lolium perenne L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ele-976-tfw
title: Rosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ele-adc-hnw
title: Dryas octopetala L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ele-cxt-z0y
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eld-fws-fnh
title: Rosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ele-pqb-gd8
title: Anthoxanthum nitens (Weber) Y.Schouten & Veldkamp

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elf-dya-kxa
title: Sparganium angustifolium Michx.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elf-r3h-93l
title: Rumex obtusifolius subsp. transiens (Simonk.) Rech. fil.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elf-xeb-bwj
title: Juncus bulbosus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elf-y50-d2j
title: Poa angustifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elf-yem-50g
title: Carex brunnescens (Pers.) Poir.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-7c0-r8r
title: Melilotus officinalis (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-8le-nrq
title: Lepidium campestre (L.) W. T. Aiton

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-9m7-g5w
title: Butomus umbellatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-abl-as0
title: Saxifraga tridactylites L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-d3a-csr
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elf-5bp-vb0
title: Amaranthus tuberculatus (Moq.) J. D. Sauer

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-df4-g8j
title: Saxifraga granulata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-nzx-1pm
title: Stellaria nemorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-s6s-j5x
title: Filipendula ulmaria (L.) Maxim.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-x9k-jc5
title: Potentilla norvegica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elg-znc-rkw
title: Potentilla intermedia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-189-59d
title: Milium effusum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-b9n-dm2
title: Eleocharis quinqueflora (Hartmann) O.Schwarz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-den-zx2
title: Erysimum virgatum Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-j3e-x74
title: Fragaria vesca L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-jq6-y8q
title: Eleocharis quinqueflora (Hartmann) O.Schwarz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-l7s-w7n
title: Rorippa sylvestris (L.) Besser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-nn5-f51
title: Deschampsia cespitosa subsp. alpina

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-wxm-28b
title: Euphorbia helioscopia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elj-2c9-3kx
title: Salix pentandra L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elj-2wb-wtp
title: Salix phylicifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elj-2yj-6gd
title: Dryopteris cristata (L.) A. Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-0f1-ygp
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elh-9wj-m74
title: Lolium arundinaceum (Schreb.) Darbysh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elj-dsp-0lq
title: Agrostis mertensii Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elj-f5e-8dh
title: Drosera rotundifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elj-qn8-5h6
title: Myrica gale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elk-0eb-aym
title: Dryas octopetala L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elk-6qw-2ts
title: Equisetum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elk-6sz-jfp
title: Lolium arundinaceum (Schreb.) Darbysh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elk-8yt-786
title: Bromus arvensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elk-enf-hnj
title: Cerastium semidecandrum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-1m4-e5k
title: Cardamine pratensis subsp. dentata (Schult.) Celak.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-3ce-nfa
title: Alchemilla filicaulis Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-4qw-eg7
title: Carex brunnescens subsp. brunnescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-69w-xcw
title: Najas marina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-7n6-nwn
title: Cakile maritima Scop.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-8mc-vwl
title: Carex brunnescens subsp. brunnescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-9y2-3xe
title: Euphorbia peplus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-cmr-mt3
title: Chelidonium majus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-fxp-hye
title: Lycopodium lagopus (Laest. ex C. Hartm.) Zinserl. ex Kuzen.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-hvb-n8w
title: Neottia ovata (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-jll-f8f
title: Rorippa palustris (L.) Besser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-jpm-qvg
title: Hydrocharis morsus-ranae L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-lq1-g17
title: Carex digitata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-me1-gqc
title: Saxifraga hirculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-n5x-wch
title: Festuca trachyphylla (Hack.) Hack.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-qj7-0rr
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-s3c-wj2
title: Spergula morisonii Boreau

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-ytv-vw0
title: Ranunculus acris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ell-z4e-kp2
title: Urtica urens L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-23h-86a
title: Spinulum annotinum (L.) A. Haines

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-2kd-la5
title: Salix L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-7nh-j98
title: Cochlearia danica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-7rl-s45
title: Alnus incana (L.) Moench

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-8yd-8kl
title: Stellaria nemorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-fk2-syv
title: Noccaea caerulescens (J. Presl & C. Presl) F. K. Mey.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-l0y-vyp
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-lq8-avn
title: Equisetum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-efy-qdh
title: Hylotelephium telephium (L.) H. Ohba

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-p4e-7zz
title: Prunus padus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elm-xf7-v0t
title: Carex digitata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-75g-m4z
title: Amaranthus retroflexus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-jsm-vzq
title: Juncus stygius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-jwv-z5n
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-khd-9gd
title: Atriplex prostrata DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-lyl-6pd
title: Cerastium alpinum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-ytn-j9a
title: Deschampsia cespitosa (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elp-1jz-lt0
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elp-1vn-stz
title: Draba verna L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elp-b3y-zq7
title: Diphasiastrum complanatum subsp. complanatum

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elp-qmx-yzq
title: Rhododendron tomentosum (Stokes) Harmaja

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elp-tay-506
title: Rhynchospora alba (L.) Vahl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-03v-29w
title: Carex livida (Wahlenb.) Willd.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eln-nhl-avh
title: Alchemilla glomerulans Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-34m-sn7
title: Tropaeolum majus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-b4n-2qr
title: Carex vesicaria L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-cgz-dks
title: Alchemilla monticola Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-cvc-c60
title: Eriophorum gracile Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-dym-a03
title: Eriophorum gracile Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-ecp-15h
title: Viscaria vulgaris Röhl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-jq0-k37
title: Chenopodium ficifolium Sm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-m6c-q0f
title: Thalictrum flavum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-ny5-m74
title: Potamogeton polygonifolius Pourr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-0dl-4gv
title: Herminium monorchis (L.) R.Br.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-0tq-zcf
title: Salix myrsinifolia subsp. myrsinifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-2ky-hmz
title: Asplenium trichomanes subsp. trichomanes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elp-yv8-t2t
title: Carex echinata Murray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-gfs-gzp
title: Atocion rupestre (L.) Oxelman

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-7p9-04k
title: Sparganium gramineum Georgi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-grm-lbs
title: Sagittaria × lunata C.D.Preston & Uotila

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elq-ssd-f0n
title: Alchemilla micans Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-4ck-6ns
title: Trifolium pratense subsp. pratense

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-a8z-9ps
title: Rubus caesius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-e41-n2m
title: Fragaria viridis subsp. viridis

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-h0b-zb9
title: Anthoxanthum monticola (Bigelow) Veldkamp

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-ms8-0zf
title: Carex disperma Dewey

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/elr-x4j-f24
title: Rumex thyrsiflorus Fingerh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-0yw-f4k
title: Carex elongata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-5kf-5kc
title: Calamagrostis epigejos (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-69s-tvw
title: Carex lepidocarpa × viridula x lepidocarpa var. lepidocarpa × viridula var. viridula

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-6vj-k7h
title: Schoenoplectus tabernaemontani (C.C.Gmel.) Palla

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-bj9-e55
title: Lolium pratense (Huds.) Darbysh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-djh-wcz
title: Elodea canadensis Michx.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-h8f-hrx
title: Scirpus sylvaticus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-pls-ffw
title: Sparganium erectum subsp. microcarpum (Neuman) Domin

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/els-t7k-2ya
title: Hammarbya paludosa (L.) Kuntze

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.nv01js
title: Occurrence Download

description: A dataset listing the 250064 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rynchops niger Linnaeus, 1758"
 ]
}

 The dataset's 250064 records were derived from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002830-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyh2jm
title: Occurrence Download

description: A dataset containing 335857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 335857 records from 559 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002827-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3yfdx
title: Occurrence Download

description: A dataset containing 1315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.71231 19.64307,-90.70252 19.63515,-90.68325 19.62191,-90.68381 19.63677,-90.6857 19.63935,-90.69583 19.65116,-90.70441 19.65859,-90.71282 19.65439,-90.71231 19.64307))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1315 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002834-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q0h1r1
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes zerda (Zimmermann, 1780)"
 ]
}

 The dataset includes 416 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002835-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsriqb
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-116.43311 89.69238,-140.66895 89.64844,-140.75684 77.87109,-141.02051 69.25781,-111.0498 66.44531,-108.67676 66.35742,-107.62207 66.09375,-89.34082 65.6543,-83.8916 68.29102,-82.13379 69.69727,-75.83862 72.59766,-76.0968 72.89429,-77.21191 73.47656,-78.1073 73.65234,-79.40918 73.65234,-79.3927 74.90479,-80.44739 74.91577,-80.42372 75.10902,-79.76624 75.24536,-79.81567 75.95947,-78.59344 76.48132,-79.54926 76.98669,-78.41217 78.23364,-76.15173 78.07983,-73.77319 78.42041,-72.323 79.21143,-67.75818 80.66162,-61.04004 81.82617,-60.5127 83.58398,-60.33691 89.82422,-116.43311 89.69238))",
 "TaxonKey is Adapedonta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 336 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002836-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10443769
title: EmoFake

description: Many datasets have been designed to further the development of fake audio detection, such as datasets of the ASVspoof and ADD challenges.

  However, these datasets do not consider a situation that the emotion of the audio has been changed from one to another, while other information (e.g. speaker identity and content) remains the same.

  Changing the emotion of an audio can lead to semantic changes.

  Speech with tampered semantics may pose threats to people's lives.

  Therefore, this paper reports our progress in developing such an emotion fake audio detection dataset involving changing emotion state of the origin audio named EmoFake.

  The fake audio in EmoFake is generated by open source emotion voice conversion models.

  Some benchmark experiments are conducted on this dataset.

  The results show that our designed dataset poses a challenge to the fake audio detection model trained with the LA dataset of ASVspoof 2019.