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"en": "# Aalto Finnish Parliament ASR Corpus 2008-2020, version 2\n\nShort name: `fi-parliament-asr-v2`\nPersistent Identifier of this resource: http://urn.fi/urn:nbn:fi:lb-2022052002\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 test 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\nSee this github repository for data preparation and baseline models using the Kaldi toolkit:\nhttps://github.com/aalto-speech/fin-parl-models\n\n---\n\n## 2015-2020 set\n\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\n\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\n\nIn total, there are:\n - 984 676 sample pairs\n - 1 780 hours of speech\n - 11 234 724 word tokens\n\n### Text data\n\nThis subset comes with a 10 million word token in-domain text corpus in the file\n`parl-full-transcripts-78-2016-104-2020.train`. This 10 million token text corpus can be combined\nwith the 20 million token text corpus that comes with the 2008-2016 set to form a 30 million token\ntext corpus.\n\n### Note about MPIDs\n\nThere is one speaker in this subset that is not an MP, Risto Hiekkataipale (MPID: 00002). His MPID\nis arbitrary. The 2015-2020 set and 2008-2016 set use different speaker IDs. A mapping is provided in\n`speaker-id-mapping.csv`.\n\n---\n\n## 2008-2016 set\n\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\n\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\n\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### Additional files\n\nThere are two additional files provided with the 2008-2016 set:\n\n1. `dropped_duplicates.list` - There are some utterances in the raw dataset that have overlapping\n utterance id. This file indicates which duplicates were dropped in the paper by Mansikkaniemi et al.\n (see citation). The `local/data_prep.sh` script in the Github repository https://github.com/aalto-speech/fin-parl-models\n can recreate the Kaldi input files for the 2008-2016 set used in Mansikkaniemi et al.\n2. `utt2year` - This file maps utterance ids to the year they were spoken. This file is compatible\n with the Kaldi input files created by the script `local/data_prep.sh` mentioned above.\n\n### Statistics\n\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\n\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\n## Development and test sets\n\nThis subset contains the dev and test sets for Finnish Parliament ASR corpus. There are three sets:\n\n 1. 2016-dev\n 2. 2016-test\n 3. 2020-test\n\nThe 2016 sets have been created with the same tools as the 2008-2016 train set. Similarly, the\n2020 test set and 2015-2020 train set have been created with the same pipeline. Each dev and test\nset has been cleaned and corrected by hand.\n\n### Data\n\nThe 2016 sets contain samples of speech (.wav) and their corresponding transcripts (.trn) from the\nsame sessions as the 2008-2016 train set. 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-test-speakers.csv`.\n\nThe 2020 test set has been created from the sessions held in autumn 2020, ranging from 105/2020\nto 170/2020. The data is in the same format as the 2015-2020 train set.\n\n### Splits\n\nThe paper \"Automatic Construction of the Finnish Parliament Speech Corpus\" uses seen and unseen\nspeaker splits for the 2016 dev and test sets. These splits are defined in the files (subset\nduration, HH:MM:SS, in parentheses):\n - `seen_dev.list` (2:36:51)\n - `seen_test.list` (2:53:51)\n - `unseen_dev.list` (2:45:27)\n - `unseen_test.list` (2:48:20)\n\nMore details in the paper.\n\n---\n\n## Citation\n\nThe 2008-2016 set and dev-test 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\n## License\n\nSee the `LICENSE.md` file.\n\n---\n\n## Contact\n\nAuthors: Anja Virkkunen, André Mansikkaniemi, and Mikko Kurimo of the Aalto Speech Recognition Group\nContact via kielipankki@csc.fi",
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