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"en": "Understanding the relative importance of different water sources that replenish soil water storage is necessary to assess the vulnerability of sub‐arctic areas to changes in climate and altered rain and snow conditions, reflected in the timing and magnitude of water infiltration. We examine spatiotemporal variability and seasonal origin of soil water at the soil‐vegetation interface in Pallas catchment, located in northern Finland. The field study was conducted from May 2019 to June 2020 over two snowmelt seasons and one summer growing season. We sampled soil cores up to a 1‐m depth and stem water of dominant tree species at four sites located in forests and forested peatlands for stable water isotopes. Seasonal rainfall variation and late snowmelt events were well identifiable in the well‐drained soils of forested areas, while this input signal is heavily attenuated in wetter, forested peatland areas. Spatiotemporal variability of soil water in two forest sites was similar, whereas soil water storage in peatland sites was controlled by the extent of hydrologic connectivity to the adjoining water pools. A mixture of both summer and winter precipitation was present in peatlands during the entire study period, while forest mineral soils showed an ephemeral response to water input and got nearly fully flushed twice during the hydrological year. Meltwater signal in forest soils was dominant after snowmelt and in early spring but became displaced by isotopically enriched rainfall during the summer. Seasonal evolution of soil water pools was not reflected in tree stem dynamics but offset between soil and stem water isotopic signals was less pronounced in forested peatlands. This field data set uncovered seasonal changes of soil water isotopic signal at high depth‐resolution, quantifying the importance of snowmelt water in replenishing and sustaining soil water storage in sub‐arctic conditions.",
"fi": "<jats:title>Abstract</jats:title><jats:p>Understanding the relative importance of different water sources that replenish soil water storage is necessary to assess the vulnerability of sub‐arctic areas to changes in climate and altered rain and snow conditions, reflected in the timing and magnitude of water infiltration. We examine spatiotemporal variability and seasonal origin of soil water at the soil‐vegetation interface in Pallas catchment, located in northern Finland. The field study was conducted from May 2019 to June 2020 over two snowmelt seasons and one summer growing season. We sampled soil cores up to a 1‐m depth and stem water of dominant tree species at four sites located in forests and forested peatlands for stable water isotopes. Seasonal rainfall variation and late snowmelt events were well identifiable in the well‐drained soils of forested areas, while this input signal is heavily attenuated in wetter, forested peatland areas. Spatiotemporal variability of soil water in two forest sites was similar, whereas soil water storage in peatland sites was controlled by the extent of hydrologic connectivity to the adjoining water pools. A mixture of both summer and winter precipitation was present in peatlands during the entire study period, while forest mineral soils showed an ephemeral response to water input and got nearly fully flushed twice during the hydrological year. Meltwater signal in forest soils was dominant after snowmelt and in early spring but became displaced by isotopically enriched rainfall during the summer. Seasonal evolution of soil water pools was not reflected in tree stem dynamics but offset between soil and stem water isotopic signals was less pronounced in forested peatlands. This field data set uncovered seasonal changes of soil water isotopic signal at high depth‐resolution, quantifying the importance of snowmelt water in replenishing and sustaining soil water storage in sub‐arctic conditions.</jats:p>",
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"en": "This data is part of the research article: Using automated content analysis to monitor global online trade in endemic reptile species, Jooel Rinne, Ritwik Kulkarni, Andrea Soriano-Redondo, Ricardo Correia, Enrico Di Minin, 2023, Diversity and Distributions. Kindly cite this article for the dataset.\n\nAim: Online reptile trade poses new challenges to species conservation and requires automated monitoring. Range-restricted and endemic reptile species are especially vulnerable to wildlife trade and unsustainable exploitation. In this study, we investigated the magnitude and geographic distribution of online trade of 96 endemic and range-restricted reptile species from the Lesser Antilles. \n\nLocation: Global. \n\nMethods: We developed methods for automated collection, filtering, and processing of wildlife trade content for the targeted species from publicly accessible online platforms. \n\nResults: We identified 599 relevant advertisements originating from 231 different advertisers and 41 websites focusing on 43 species. Species advertised included threatened species according to the International Union for the Conservation of Nature (IUCN) Red List and species listed in the Convention on International Trade in Endangered Species of Wild Fauna and Flora (CITES) Appendices. Among threatened species, five are Critically Endangered, three are Endangered, and two are Vulnerable according to the IUCN Red List. Moreover, three out of the six most advertised species were classified as Near Threatened. Germany was the country with the highest number of advertisements (N=124), followed by the United States (N=55), Netherlands (N=15) and United Kingdom (N=15). Based on data from sale advertisements that included price and currency data, prices ranged from one to over a thousand Euros. \n\nMain conclusions: We present a framework for automated analysis of online trade in reptiles that can be extended to other taxonomic groups. Our results highlight countries, such as Germany and the United States, where enhanced monitoring actions would be important to assess the origin (i.e., captive-bred or wild-sourced individuals) and the legality of the trade. Immediate conservation actions, such as population monitoring, are also needed to ensure wildlife trade is not threatening the persistence of endemic reptile populations in the wild."
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}
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}
},
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}
},
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"fi": "ersä",
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}
},
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"fi": "avaari",
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}
},
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"fi": "tšuvassi",
"sv": "tjuvasjiska"
}
},
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"fi": "viro",
"sv": "estniska"
}
},
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"pref_label": {
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"fi": "kurdi",
"sv": "kurdiska"
}
},
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"pref_label": {
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"fi": "latina",
"sv": "latin"
}
},
{
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"url": "http://lexvo.org/id/iso639-3/nor",
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"fi": "norja",
"sv": "norska"
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},
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"fi": "Uzbekin kieli",
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}
},
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"fi": "venäjä",
"sv": "ryska"
}
},
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"fi": "pohjoissaame",
"sv": "nordsamiska"
}
},
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"fi": "kalmukki",
"sv": "kalmuckiska"
}
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"fi": "italia",
"sv": "italienska"
}
},
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"url": "http://lexvo.org/id/iso639-3/eng",
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"fi": "englanti",
"sv": "engelska"
}
},
{
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"url": "http://lexvo.org/id/iso639-3/fra",
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"fi": "ranska",
"sv": "franska"
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},
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"fi": "ruotsi",
"sv": "svenska"
}
},
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"fi": "saksa",
"sv": "tyska"
}
}
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"description": {
"en": "This dataset contains focus group interviews in Finnish with second- and third-year vocational education students.\n\nTha data was collected from two vocational education providers in 2018-2019. We organised together with ALL-YOUTH project six workshops for vocational education students. The workshop had two phases. First, participants sketched in pairs a collage work in which they attached words and images from magazines related to either a successful or unsuccessful transition to work. They were then interviewed in small groups where they presented their collage works and then answered research questions considering their working life attitudes, working life expectations and concerns and visions of good life and future.\n\nParticipants: 56 young second- or third-year vocational students, 12 group interviews, 6 occupational fields: Social and Health Care (2 interviews); Hotel, Restaurant and Catering Services (3 interviews); Electrical Engineering and Automation Technology (5 interviews), Food Production (1 interview); Business and Administration and Information and Communications Technology (1 interview).\n\nBackground information contains only information about the study branch and the date of the workshop. No personal information was collected from participants to be included in the study, but those interested were able to submit their contact details for further study.\n\nThe data is not open as all the young people participationg the group interviews did not give permission for data opening. The responses of these young people could not be removed from the group interviews.\n\nData was collected together with ALL-YOUTH – All Youth Want to Rule Their World Research Project 2018–2023 funded by the Strategic Research Council (SRC)/the Academy of Finland (grant numbers 312689 and 312692). www.allyouthstn.fi",
"fi": "Aineisto pitää sisällään suomenkielisiä ryhmähaastatteluita, jotka teetettiin toisen ja kolmannen vuoden ammatillisen perustutkinnon opiskelijoille. \n\nAineisto kerättiin kahdelta ammatilliselta koulutuksen järjestäjältä 2018-2019. ALL-YOUTH-hankkeen kanssa toteutettiin yhteensä kuusi työpajaa. Työpajassa oli kaksi vaihetta. Ensin tutkimukseen osallistujat luonnostelivat pareittain kollaasityön, johon he keräsivät aikakauslehdistä sanoja ja kuvia, jotka liittyivät joko onnistuneeseen tai epäonnistuneeseen työelämäsiirtymään. Tämän jälkeen heitä haastateltiin pienryhmissä, jossa he esittelivät kollaasityönsä ja vastasivat sen jälkeen tutkimuskysymyksiin koskien heidän työelämäasenteitaan, työelämää koskevia odotuksiaan ja huoliaan, hyvää elämää ja tulevaisuutta. \n\nOsallistujat: 56 ammatillista perustutkintoa opiskelevaa toista tai kolmatta vuotta opiskelevaa nuorta, 12 ryhmähaastattelua, 6 tutkintoalaa: sosiaali- ja terveysalan (2 haastattelua), hotelli-, ravintola- ja cateringalan (3 haastattelua), sähkö- ja automaatiotekniikan (5 haastattelua), elintarvikealan (1 haastattelu) sekä liiketalouden ja tieto- ja viestintätekniikan (1 haastattelu) perustutkinnoista.\n\nTaustatietoina saatavilla ainoastaan haastatteluun osallistuneiden perustutkinto sekä työpajan toteuttamispäivämäärä. Osallistujilta ei kerätty tutkimukseen liitettäviä henkilötietoja, mutta halukkaiden oli mahdollista jättää yhteystietonsa jatkotutkimusta varten. \n\nAineisto ei ole avoin, sillä kaikki ryhmähaastatteluihin osallistuneet nuoret eivät antaneet lupaa aineiston avoimeen jakamiseen. Näiden nuorten vastauksia ei voinut eritellä ja poistaa ryhmähaastatteluista.\n\nAineisto on kerätty yhdessä Strategisen tutkimuksen neuvoston rahoittamaa ALL-YOUTH - kaikki nuoret haluvat määrätä elämästään -tutkimushanketta (grant numbers 312689 ja 312692). www.allyouthstn.fi"
},
"field_of_science": [
{
"id": "dfda8c5a-5949-4867-b9e2-f9fe9fee7a2f",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta520",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Other social sciences",
"fi": "Muut yhteiskuntatieteet",
"sv": "Övriga samhällsvetenskaper"
}
}
],
"infrastructure": [],
"issued": "2023-08-31",
"keyword": [
"ammatillinen koulutus",
"nuoret",
"työelämä",
"yhteiskunnallinen osallisuus",
"työmarkkinakansalaisuus",
"työntekijäkansalaisuus",
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"hyvä elämä",
"työelämäsiirtymä"
],
"language": [
{
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"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
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"fi": "suomi",
"sv": "finska"
}
}
],
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"organization": "tuni.fi"
},
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"title": {
"en": "Susanna Ågren (2021): Exploring Vocational Education Students’ Visions of a Successful Transition to Working Life from the Perspective of Societal Belonging"
},
"description": {
"en": "Journal of Applied Youth Studies 4 (1), 67–81."
},
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}
},
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},
{
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"title": {
"fi": "Susanna Ågren, Iikka Pietilä & Tiina Rättilä (2020): Palkkatyökeskeisen ajattelun esiintyminen ammattiin opiskelevien työelämäasenteissa"
},
"description": {
"fi": "artikkeli vuoden 2019 Nuorisobarometrissa, toimittaneet Lotta Haikkola ja Sami Myllyniemi"
},
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}
}
},
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}
},
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},
{
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},
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"en": "In: P. Honkatukia & T. Rättilä (eds.) Young People as Agents of Sustainable Society. Reclaiming the Future. London: Routledge, 113–127."
},
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}
}
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},
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],
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}
],
"state": "published",
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"end_date": "2019-03-04"
}
],
"theme": [
{
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"url": "http://www.yso.fi/onto/koko/p65414",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "the involvement of children and young people",
"fi": "lasten ja nuorten osallisuus",
"sv": "barns och ungdomars medverkan"
}
},
{
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"url": "http://www.yso.fi/onto/koko/p70558",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"fi": "työelämäosallisuus"
}
},
{
"id": "d3fbf476-df6d-41b8-b4ba-2d1f57cc2cd0",
"url": "http://www.yso.fi/onto/koko/p15198",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "youth research",
"fi": "nuorisotutkimus",
"sv": "ungdomsforskning"
}
},
{
"id": "17de0d78-1304-4189-9e64-470a014ed75f",
"url": "http://www.yso.fi/onto/koko/p48388",
"in_scheme": "http://www.yso.fi/onto/koko/",
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"fi": "Aineisto pitää sisällään suomenkielisiä yksilöhaastatteluita nuorten kanssa, jotka olivat valmistuneet ammatillisesta koulutuksesta 0,5-1,5 sitten.\n\nHaastattelut toteutettiin etänä Microsoft Teamsin välityksellä syyskuussa 2020. Haastatteluissa tiedusteltiin nuorten aikuisten kuulumisia ammatillisesta koulutuksesta valmistumisen jälkeen. Haastattelukysymykset liittyvät kuulumisten ohella heidän työllistymiseen liittyviin odotuksiin ja niiden toteutumiseen, työhön liittyviin toiveisiin ja huoliin, ammatilliseen koulutukseen ja sieltä saatuihin valmiuksiin, heidän ajatuksiinsa liittyen työelämään osallistumisessa tarvittavaan tukeen sekä työhön, työttömyyteen, hyvinvointiin ja tulevaisuuteen. \n\nHaastattelut olivat jatkohaastatteluja ammatillisessa koulutuksessa ALL-YOUTH-tutkimushankkeen kanssa toteutetuille työpajoille (ks. http://urn.fi/urn:nbn:fi:att:2a0901af-2c01-4d40-b17d-03e63beac1e7) Haastatteluissa tiedusteltiin myös nuorten aikuisten ajatuksia työpaja-aineistoista tehtyihin tutkimushavaintoihin.\n\nOsallistujat: 4 osallistujaa, 18-19-vuotiaita\n\nHaastateltavat antoivat luvan aineiston tallentamiseksi Yhteiskuntatieteelliseen tietoarkistoon (FSD). Koska FSD ottaa vastaan vain yli 10 haastattelun aineistoja, aineistoa ei ole tallennettu avoimeksi. Aineisto ei ole avoin, sillä tutkittavat antoivat luvan vain Yhteiskuntatieteellistä tietoarkistoa varten.\n\nAineisto kerättiin osana Strategisen tutkimuksen neuvoston rahoittamaa ALL-YOUTH - kaikki nuoret haluvat määrätä elämästään -tutkimushanketta (rahoituspäätösnumero 3121336548)."
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"en": "NOTE: there is a newer version available: http://urn.fi/urn:nbn:fi:lb-2022052002. The older version is available on request.\n\nThis corpus is extracted from the Finnish parliament plenary session transcripts and videos by the\nAalto Speech Recognition group. The original session transcripts and videos are available at the web\nportals of the Parliament of Finland (avoindata.eduskunta.fi and verkkolahetys.eduskunta.fi). The\ncorpus is split into three parts:\n 1. 2015-2020 set\n 2. 2008-2016 set\n 3. Development and evaluation sets\n\nA non-overlapping combination of the 2008-2016 set and the 2015-2020 set form a training set of size:\n - 1 422 318 sample pairs\n - 3 130 hours of speech\n - 19 356 831 word tokens\n\nAll audio files in this corpus are single-channel wavs with sample rate 16 kHz and 16-bit precision.\nThe transcript files (.trn) are plain text files.\n\n---\n## 2015-2020 set\nThis subset is extracted from the Finnish parliament plenary session transcripts and videos by the\nAalto Speech Recognition group in 2021.\n\nThe tools and code used to produce this subset:\n - Preprocessing and postprocessing: https://github.com/aalto-speech/fi-parliament-tools\n - Decoding and segmentation: Kaldi, https://github.com/kaldi-asr/kaldi\n\n### Data\nThis subset contains samples of speech (.wav) and their corresponding transcripts (.trn) from sessions\nbetween 1/2015 and 104/2020. Few sessions that had broken or empty session transcript are left out,\nso the session range has some gaps. Samples are grouped by session. Each filename is formed from the\nfollowing components:\n\n> Filename (Kaldi-compatible utterance id): <mpid>-<session_number>-<session_year>-<startsec>-<endsec>\n> e.g.: 00259-001-2015-00186868-00187044\n\nFurther details:\n\n| Component | Definition |\n|:----------------:|:----------------------------------------------------------------------------------------------------------------------------:|\n| <mpid> | The unique Member of Parliament identifier given to the MPs in the parliament's public databases. |\n| <session_number> | A running number given to the plenary session which together with the working year uniquely identifies the session. |\n| <session_year> | The parliamentary working year of the session. In election years, the working year differs from the calendar year. |\n| <startsec> | The start timestamp of the segment in the full plenary session audio. Format is seconds + two decimals, 00186868 = 1868.68 s |\n| <endsec> | Like start timestamp, this marks the end timestamp of the segment in the original audio. |\n\nThis subset is machine-extracted so there remains some inaccuracies in the samples. The audio quality\nalso varies.\n\n### Statistics\nIn total, there are:\n - 984 676 sample pairs\n - 1 780 hours of speech\n - 11 234 724 word tokens\n\n### Note about MPIDs\nThere is one speaker in this subset that is not an MP, Risto Hiekkataipale (MPID: 00002). His MPID\nis arbitrary. The 2008-2016 set and dev-eval set use different speaker IDs. A mapping is provided in\n`speaker-id-mapping.csv`\n\n---\n## 2008-2016 set\nThis subset is extracted from the Finnish parliament plenary session transcripts and videos by the\nAalto Speech Recognition group in 2017.\n\nCode used to produce this subset:\n - https://github.com/aalto-speech/finnish-parliament-scripts\n\n### Data\nThis subset contains samples of speech (.wav) and their corresponding transcripts (.trn) from sessions\nbetween 71/2008 and 77/2016. A list of samples from sessions held in 2008-2014, that do not overlap\nwith samples in the 2015-2020 set, is provided in `2008-2014-samples.list`. Samples are grouped by speaker.\nEach filepath is formed from the following components:\n\n> Utterance id: <speaker-id>/<speaker-name>_<sample-id>\n> e.g.: 0004/aila_paloniemi_00045.wav\n\nFurther details:\n\n| Component | Definition |\n|:--------------:|:-----------------------------------------------:|\n| <speaker-id> | A number identifier for the speaker. |\n| <speaker-name> | Speaker's name in \"firstname_lastname\" order. |\n| <sample-id> | A number identifier assigned to each sample. |\n\nThis subset is machine-extracted so there remains some inaccuracies in the samples. The audio quality\nalso varies. A mapping to the 2015-2020 set MP IDs is provided in `speaker-id-mapping.csv`.\n\n### Splits\nThe paper \"Automatic Construction of the Finnish Parliament Speech Corpus\" by Mansikkaniemi et al. \n(see citation) uses training splits which are defined in the following files: \n - `parl-all.train.list`\n - `parl-400.train.list`\n - `parl-60min.train.list`\n - `parl-30min.train.list`\n\n### Statistics\nIn total, there are:\n - 522 543 sample pairs\n - 1560 hours of speech\n - 9 743 296 word tokens (in .trn files)\n\nIn the 2008-2014 subset, there are:\n - 437 642 sample pairs\n - 1 350 hours of speech\n - 8 122 107 word tokens (in .trn files)\n\n### Text data\nThis subset comes with a 20 million word token in-domain text corpus in the file `parl-transcripts.train`.\nThe text corpus is extracted from the 2008-2016 session transcripts.\n\n---\n## Development and evaluation sets\nThis subset contains the dev and eval sets for Finnish Parliament ASR corpus. Both dev and eval sets\nhave been cleaned and corrected by hand.\n\nCode used to produce this subset:\n - https://github.com/aalto-speech/finnish-parliament-scripts\n\n### Data\nThis subset contains samples of speech (.wav) and their corresponding transcripts (.trn) from the\nsame sessions as the 2008-2016 subset. The samples are split to seen and unseen speakers. Read\nmore about the seen/unseen split in the paper \"Automatic Construction of the Finnish Parliament\nSpeech Corpus\" by Mansikkaniemi et al. (see citation below). Each filename is formed from the \nfollowing components:\n\n> Utterance id: <speaker-name>_<sample-id>\n> e.g.: anne_mari_virolainen_04297.wav\n\nFurther details:\n\n| Component | Definition |\n|:--------------:|:-----------------------------------------------:|\n| <speaker-name> | Speaker's name in \"firstname_lastname\" order. |\n| <sample-id> | A number identifier assigned to each sample. |\n\nA mapping that connects `<speaker-name>` to the speaker IDs used in training sets 2008-2016 and\n2015-2020 is provided in `dev-eval-speakers.csv`.\n\n### Splits\nThe paper \"Automatic Construction of the Finnish Parliament Speech Corpus\" uses seen and unseen\nspeaker splits for dev and eval sets. These splits are defined in the files (subset duration,\nHH:MM:SS, in parentheses):\n - `seen_dev.list` (2:36:51)\n - `seen_eval.list` (2:53:51)\n - `unseen_dev.list` (2:45:27)\n - `unseen_eval.list` (2:48:20)\n\nMore details in the paper.\n\n---\n## Citation\nThe 2008-2016 set and dev-eval set are detailed in the following publication:\n\n```\n@conference{Aaltodoc:http://urn.fi/URN:NBN:fi:aalto-201710157137,\ntitle={Automatic Construction of the Finnish Parliament Speech Corpus},\nauthor={Mansikkaniemi, Andre; Smit, Peter; Kurimo, Mikko},\nyear={2017-08},\nlanguage={en},\npages={3762-3766},\nkeyword={automatic speech recognition; speech-to-text alignment; DNN acoustic models; parliament speech dat; transcribed speech corpus},\nseries={Interspeech 2017},\ndoi={10.21437/Interspeech.2017-1115},\nurl={http://urn.fi/URN:NBN:fi:aalto-201710157137},\n}\n```\n\n---\n## License\nSee the `LICENSE.md` file.\n\n---\n## Contact\nAuthors: Anja Virkkunen, André Mansikkaniemi, and Mikko Kurimo of the Aalto Speech Recognition Group\nContact via kielipankki@csc.fi",
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"description": {
"en": "This resource will be available for download in Kielipankki – the Language Bank of Finland\n\nNote: Until November 2020, this corpus was available via the LAT platform in Kielipankki - the Language Bank of Finland. The LAT service of the Language Bank of Finland was discontinued in November 2020. This downloadable version consists of the same content as the former LAT version. Further details about the most recent version are available on the info page of this corpus family (http://urn.fi/urn:nbn:fi:lb-202104202) \n\nThe follow-up study of Finnish dialects was started in 1989. It is a sociolinguistic and dialectological longitudinal study which is carried out in cooperation with the universities. The goal of the project has been to study the development of regional dialects in real time in 10 rural municipalities at the interval of 10 years. The municipalities chosen represent the traditional main dialect groups of Finnish. In each town, altogether 15 speakers have been used as informants. The external variables used in the study include age and sex: in each town, speakers of three generations have been studied (O = old, M = middle-aged, Y = young), both men and women. The data have been collected by using the traditional dialect interview method, and the study has focused on phonological and morphological features. Reports of ten sub-studies and a final report of the first round have been completed.\n\nThe second round of the project was started in 1999 and completed in 2007. Eight of the sub-studies have been completed, one of them as a form of the dissertation (Kurki 2005). During the second round, other types of data collected in addition to interviews. The part of the sub-studies focus on other than traditional sociolinguistic variables. \n\nImportant: due to the nature of the material, the resource should be handled with care in order to respect the privacy of the personal data. If samples of the data are published, they must be anonymized according to best practices.\n\nCorpus location instructions: https://www.kielipankki.fi/support/corpus-location/ (in Finnish: https://www.kielipankki.fi/tuki/aineiston-sijainti-kielipankissa/)",
"fi": "Tämä aineisto tulee saataville Kielipankin latauspalvelun kautta.\n\nHUOM: Tämän korpuksen LAT-versio poistui käytöstä, kun Kielipankin LAT-alusta poistui käytöstä marraskuun 2020 aikana. Tämä ladattava versio sisältää saman sisällön kuin aiempi LAT-versio. Lisätietoja löytyy aineiston tietosivulta Kielipankissa (ks. http://urn.fi/urn:nbn:fi:lb-202104202).\nlog\n25.11.2018 linkki http://islrn.org/resources/575-868-087-037 poistettu"
},
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{
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"fi": "suomi",
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}
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