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@@ -39,12 +39,10 @@ task_ids: []
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  - [Data Splits](#data-splits)
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  - [About the project](#about-the-project)
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  - [About the Malromur corpus](#about-the-malromur-corpus)
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- - [The Almannarómur project](#the-almannarómur-project)
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  - [The data opened](#the-data-opened)
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- - [Discussion of Biases](#discussion-of-biases)
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- - [Other Known Limitations](#other-known-limitations)
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  - [Additional Information](#additional-information)
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- - [Dataset Curators](#dataset-curators)
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  - [Licensing Information](#licensing-information)
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  - [Citation Information](#citation-information)
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  - [Contributions](#contributions)
@@ -111,7 +109,7 @@ The corpus is split into train, validation, and test portions. Lenghts of every
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  To load an specific portion please see the above section "Example Usage".
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- ### About the project
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  #### About the Malromur corpus
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@@ -143,13 +141,15 @@ An Icelandic NGO, Almannrómur, was established April 1st 2013. The aim of the N
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  For further information see the articles [“Almannarómur: An Open Icelandic Speech Corpus”](http://www.mica.edu.vn/sltu2012/files/proceedings/15.pdf) and [“Málrómur: A Manually Verified Corpus of Recorded Icelandic Speech”](http://www.ep.liu.se/ecp/131/029/ecp17131029.pdf) (see above).
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- ### Other Known Limitations
 
 
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  "The Málrómur Corpus" by the Language and Voice Laboratory (LVL) at the Reykjavik University is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) License with the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
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- ### Licensing Information
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  [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/)
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- ### Citation Information
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  ```
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  @inproceedings{steingrimsson2017malromur,
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  title={Málrómur: A manually verified corpus of recorded Icelandic speech},
@@ -160,6 +160,6 @@ For further information see the articles [“Almannarómur: An Open Icelandic Sp
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  }
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  ```
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- ### Contributions
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  The Almannarómur project was partially realized because of the generous help received from Google and its employees. Google provided the smart-phones for the data recording effort and the server technology used to host the database.
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  - [Data Splits](#data-splits)
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  - [About the project](#about-the-project)
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  - [About the Malromur corpus](#about-the-malromur-corpus)
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+ - [The Almannarómur project](#the-almannaromur-project)
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  - [The data opened](#the-data-opened)
 
 
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  - [Additional Information](#additional-information)
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+ - [Other Known Limitations](#other-known-limitations)
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  - [Licensing Information](#licensing-information)
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  - [Citation Information](#citation-information)
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  - [Contributions](#contributions)
 
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  To load an specific portion please see the above section "Example Usage".
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+ ## About the project
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  #### About the Malromur corpus
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  For further information see the articles [“Almannarómur: An Open Icelandic Speech Corpus”](http://www.mica.edu.vn/sltu2012/files/proceedings/15.pdf) and [“Málrómur: A Manually Verified Corpus of Recorded Icelandic Speech”](http://www.ep.liu.se/ecp/131/029/ecp17131029.pdf) (see above).
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+ ### Aditional information
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+
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+ #### Other Known Limitations
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  "The Málrómur Corpus" by the Language and Voice Laboratory (LVL) at the Reykjavik University is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) License with the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
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+ #### Licensing Information
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  [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/)
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+ #### Citation Information
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  ```
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  @inproceedings{steingrimsson2017malromur,
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  title={Málrómur: A manually verified corpus of recorded Icelandic speech},
 
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  }
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  ```
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+ #### Contributions
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  The Almannarómur project was partially realized because of the generous help received from Google and its employees. Google provided the smart-phones for the data recording effort and the server technology used to host the database.
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