cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34808/v9qf-bg37
title: MODALITY corpus - SPEAKER 31 - 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 31:
sex: man
native speaker: yes
age: 37
The test material: COMMANDS C1
All recordings for all speakers are available at http://www.modality-corpus.org/  Sample still from the corpus(SPEAKER 31) 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: 10.15468/dl.fwxnuh
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Podoces biddulphi"
 ]
}

 The dataset includes 123 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029939-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/018e-1k31
title: MODALITY corpus - SPEAKER 30 - 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 30:
sex: man
native speaker: yes
age: 42 
The test material: SEQUENCE S1
All recordings for all speakers are available at http://www.modality-corpus.org/  Sample still from the corpus(SPEAKER 30) 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/yqy5-zb90
title: MODALITY corpus - SPEAKER 30 - 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 30:
sex: man
native speaker: yes
age: 42
The test material: COMMANDS C1
All recordings for all speakers are available at http://www.modality-corpus.org/  Sample still from the corpus(SPEAKER 30) 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/eaqp-xd95
title: MODALITY corpus - SPEAKER 31 - 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 31:
sex: man
native speaker: yes
age: 37
The test material: SEQUENCE S1
All recordings for all speakers are available at http://www.modality-corpus.org/  Sample still from the corpus(SPEAKER 31) 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: 10.15468/dl.eu3p39
title: Occurrence Download

description: A dataset containing 744 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capsella grandiflora"
 ]
}

 The dataset includes 744 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029938-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9hk-kt9-9lk
title: Anthyllis vulneraria subsp. carpatica (Pant.) Nyman

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pzj-dqx-y95
title: Senecio sarracenicus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/39d-fjv-s4t
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dnz-98v-hs9
title: Scandix pecten-veneris L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dhw-sjc-vn0
title: Poa nemoralis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2n8-xsc-bn2
title: Plantago arenaria Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gf9-zdh-3aa
title: Melilotus dentatus (Waldst. & Kit.) Desf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fn7-4hh-shl
title: Veronica vindobonensis (M. A. Fisch.) M. A. Fisch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qx3-hmj-vk3
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mly-tyc-s7j
title: Centaurea nigrescens Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zwt-6gc-gkr
title: Carduus pycnocephalus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jm1-5se-rdp
title: Fraxinus americana L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rk9-bpf-zpy
title: Equisetum ramosissimum Desf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g8j-xgk-1xp
title: Festuca makutrensis Zapał.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5r0-0xl-tmz
title: Silene noctiflora L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mff-ayd-yvm
title: Euphorbia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4kr-fvw-v6z
title: Paris quadrifolia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wze-1ka-y8a
title: Cerastium lucorum (Schur) Möschl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b9x-c06-nj8
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4ex-4yk-ntp
title: Leontodon incanus (L.) Schrank

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yck-ymc-gva
title: Solanum nitidibaccatum Bitter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nts-bag-g37
title: Amaranthus blitoides S. Watson

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tbc-bta-plr
title: Pilosella densiflora subsp. densiflora

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bc8-t7z-y3p
title: Stellaria pallida (Dumort.) Piré

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pja-dx8-f0l
title: Dryopteris filix-mas (L.) Schott

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kdf-3td-ev6
title: Torilis arvensis (Huds.) Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3md-x52-78v
title: Sonchus arvensis subsp. uliginosus (M. Bieb.) Nyman

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/89w-2xp-0w6
title: Omalotheca sylvatica (L.) Sch. Bip. & F. W. Schultz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/epp-anv-q09
title: Mycelis muralis (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k6q-t3z-rpm
title: Anthemis arvensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/md1-rlk-mw7
title: Equisetum ramosissimum Desf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d3d-ze9-rsm
title: Senecio sarracenicus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jvm-d0x-lrn
title: Silene dichotoma Ehrh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3mr-dep-367
title: Lepidium densiflorum Schrad.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/we2-thf-lbt
title: Persicaria hydropiper (L.) Spach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4f1-4yr-vsr
title: Euphorbia terracina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n1z-l6a-lw4
title: Doronicum austriacum Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kwk-x4w-1vp
title: Helleborus argutifolius Viv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wvh-77d-yr8
title: Lepidium densiflorum Schrad.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w5w-7gf-y61
title: Convolvulus althaeoides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/at9-f1k-tbn
title: Lathyrus ochrus (L.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n5n-lnj-2z7
title: Ruta chalepensis subsp. chalepensis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/21y-87y-6me
title: Geum rivale L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qn2-p5q-vn1
title: Calicotome spinosa (L.) Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7l5-n2n-1mw
title: Asperula tinctoria L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8cy-2g4-g8j
title: Solidago canadensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/md9-sjv-kly
title: Carthamus lanatus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p6p-kag-hja
title: Anthyllis vulneraria subsp. rubriflora (DC.) Arcang.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ael-3ty-3xp
title: Melica transsilvanica Schur

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y0g-y7f-e8n
title: Moraea sisyrinchium (L.) Ker Gawl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mwe-we8-ay4
title: Viola tricolor L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n6k-klc-4l7
title: Euphorbia epithymoides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7jq-4e1-hrt
title: Euphorbia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8mj-qwt-n8x
title: Bystropogon canariensis (L.) L'Hér.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fhe-hl4-45b
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kbp-f7a-b1z
title: Viola hirta L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ewx-c13-7pf
title: Centaurea nigrescens Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j3a-4z8-v4e
title: Tordylium maximum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j9r-wc3-zl0
title: Sideritis oroteneriffae Négrin & P.Pérez

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h03-2bj-jpn
title: Kickxia spuria (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kat-s4n-h7l
title: Dactylis glomerata subsp. lobata (Drejer) H.Lindb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4r6-8bs-ste
title: Scrophularia umbrosa Dumort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q55-e3e-qq7
title: Viola riviniana Rchb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tb7-ekv-eww
title: Bromus erectus Huds.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gbg-yse-jpr
title: Trifolium subterraneum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vxp-ph8-nql
title: Festuca rubra L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/23v-2l8-c3x
title: Chenopodium vulvaria L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yvw-kq1-8m2
title: Cardamine glanduligera O. Schwarz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k6d-ydx-mrp
title: Saxifraga bulbifera L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e1f-9jl-l7p
title: Asarum europaeum subsp. caucasicum (Duch.) Soó

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mtx-c2p-7e9
title: Jacobaea erratica (Bertol.) Fourr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mvd-j8g-67d
title: Rhamnus crenulata Aiton

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vx9-g24-bjq
title: Butomus umbellatus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.