Korean Single Speaker Dataset (KSS) Dataset. Intonation-Aided Intention Identification for Korean (3i4K) Dataset. %0 Conference Proceedings %T Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages %A Aghazadeh, Ehsan %A Fayyaz, Mohsen %A Yaghoobzadeh, Yadollah %S Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) %D 2022 %8 May %I Association for Computational Linguistics %C Dublin, Ireland %F . The World Language Mapping System (WLMS) has been a project of Global Mapping International (GMI) and several contributors for over 25 years. how many language families, languages, and dialects are endangered, and to what extent? This is a parallel sentence corpus dataset for machine translation from the Yorb language to the English language. MURA is believed to be the world's largest public radiographic image dataset with 40,561 labeled images. https://www.cia.gov/library/publications/the-world-factbook/fields/2098.html For finer grain, you can Google 'language spoken home dataset'. Dataset Summary This dataset is composed of speech recordings from languages that were carefully selected from the CommonVoice database. Methodology. Overview This post is divided into 7 parts; they are: Text Classification Language Modeling Image Captioning Machine Translation Question Answering Speech Recognition Document Summarization So the title=" would give you the multi-language place name. General purpose languages that already form the basis of the main workflow can be extended to filter and clean data or perhaps even handle some of the analysis. What's more, over half the planet speaks at least one of these 23 languages. For this reason, it is difficult for ordinary people to communicate with deaf people. The number of Yorb speakers is estimated at between 45 to 55 million. World Language - Grades 9 - 12 DoDEA offers instruction to students in grades 6-12 in the following world languages: Arabic Chinese (Mandarin) French German Italian Japanese Korean Spanish Turkish All DoDEA high schools offer instruction in at least two of these languages; it is up to each school to determine which languages are offered. This map will update as new data is published in the future. The Common Voice V10.0 corpus now contains one hundred languages and is the most multilingually diverse crowdsourced dataset in the world. This will find census datasets related to the distribution of languages spoken. The unit of analysis of this dataset if the global system, observed at five-year intervals. Video-to-Gloss. According to the TIOBE index ( you can find the calculation system here ). 1 most of these are subnational,. The first step is to download the stop words using the nltk library; after that, there are 22 languages in the dataset like Arabic, Chinese, Dutch, English, Estonian, French, Hindi, Indonesian, Japanese, Romanian, Korean, Latin, Persian, Portuguese, Pushto, Russian, Turkish, Swedish . This dataset contains information on 1) the geographic location of languages and dialects, 2) their familial relationships and 3) a list of scholarly sources where information on languages was found. MURA (musculoskeletal radiographs) is a large dataset of bone X-rays that can be used to train algorithms tasked with detecting abnormalities in X-rays. The availability of data on languages around the world is in bad shape. "Codebook examples" spreadsheet . Includes the percentage of the population who speak each language and literacy rates for men and women age 15 and older. First, they train a video-to-gloss end-to-end model, where they encode the video using a spatio-temporal CNN encoder, and predict the gloss using a Connectionist Temporal . It will take some programming, but with a list of English language URLs to city or place names, you can make one request for each city and then scrape the corresponding multi-language names out of that HTML. The surface of the Earth is approximately 70.9% water and 29.1% land. Now let's import the language detection dataset As I told you earlier this dataset contains text details for 17 different languages. Yorb is the Niger-Congo language and it is spoken in West Africa (southwestern Nigeria). Administrative divisions and names used on maps and other presentations are sourced from UNOCHA, as published on the Humanitarian Data Exchange, and reflect that . Questions and Feedback The World Language data set is hosted by Zeev Maoz (University of California, Davis). Provides a listing of available World Bank datasets, including databases, pre-formatted tables, reports, and other resources. Innovative and refined data for geographic analysis. The original WDL website and descriptive metadata . language name was as reported in the source and explaining that Google Translate was used to nd the Englishname. In this post, you will discover a suite of standard datasets for natural language processing tasks that you can use when getting started with deep learning. Since there were less languages that are extinct in the dataset, we manually looked up the extinction date for each extinct language on Wikipedia. For each language, initial samples are fetched from GitHub as follows: GitHub Search API is used to get a list of repositories. We identify and examine challenges faced by online automatic approaches for hate speech detection in text. World Languages Dataset: Codebook Version2013.12.03 Materials to be distributed with this codebook: 1. Content: The World Atlas of Language Structures (WALS) is a large database of structural (phonological, grammatical, lexical) properties of languages gathered from descriptive materials (such as reference grammars) by a team of 55 authors. On June 30, 2017 World GeoDatasets was acquired by SIL International, the publishers of Ethnologue, Languages of the World. Updated 7 months ago App that listens to a baby and tells its caregivers what it needs. In the meantime, to understand how the programming world is doing, I'll show you this data. The Semantic English Language Database (SELD) provides unrivalled universal coverage of English from across the English-speaking world, enhanced and optimized for machine learning projects. Dataset (J and Z were converted to static gestures by converting only their last frame) Learning/Modeling : We will use Convolutional Neural Network, or CNN, model to classify the static images in our first dataset. The World Atlas of Language Structures (WALS) is a large database of structural (phonological, grammatical, lexical) properties of languages gathered from descriptive materials (such as reference grammars) by a team of 55 authors . Chinese 1.3 Billion Native Speakers. Sometimes one just isn't enough . CNN's are very effective in reducing the number of parameters without losing on the quality of models. Find open data about languages contributed by thousands of users and organizations across the world. Includes the percentage of the population who speak each language as their primary language, as well as literacy rates for men and women age 5 and older. On June 30, 2017 World GeoDatasets was acquired by SIL International, the publishers of Ethnologue, Languages of the World. This means I earn a commission if you click on any of them and buy something. The data set gives an overview of all the official languages spoken per country in 2015. . Subdivision of Chinese Languages The Global Language Dataset. The dataset aggregates the number of speakers of a given language for all states, globally. Among these difficulties are subtleties in language, differing definitions on what constitutes hate speech, and limitations of data availability for training and testing of these systems. WALS is widely-cited and used in the linguistics research community. language-dataset. Acknowledgements: This dataset was the current version of Glottolog as of July 20, 2017. The newest language on the platform, Twi, is native and bilingual to approximately 18 million people across Ghana, Benin, and the Southeast regions of the Ivory Coast in Western Africa. Google Ngrams - massive dataset of word co-occurrence frequencies in several majority languages Typological Data World Atlas of Language Structures PHOIBLE - cross-linguistic data on phoneme inventories The Atlas of Pidgin and Creole Language Structures Korean Hate Speech Dataset Dataset. Available languages are fetched from github/linguist's languages.yml and acmeism/RosettaCodeData's Lang.yaml. Senegal: Languages. First, we are releasing a new dataset called MASSIVE, which is composed of one million labeled utterances spanning 51 languages, along with open-source code that provides examples of how to perform massively multilingual NLU modeling and allows practitioners to re-create the baseline results presented in our paper.. In the datasets that do exist, languages are often visualized as discrete polygons or specific points on a map, which do not accurately reflect the complexity of the . Files. This dataset updates: As needed. The total duration of audio recordings is 45.1 hours (i.e., 1 hour of material for each language). A sign language, like a speech, has various expressions that reflect individual characteristics. A dataset for programming language identification. An A-Z index of all the languages featured on Omniglot. - "Dataset originally created 8888. Sulmona is also known as the City of Love, first of all for Ovid's works - such as Amores - but also as it is the perfect destination for a couple who wants to discover its attractions hand in hand and kiss under the Statue of Ovid, a tradition for all lovers and also Hollywood stars such as Chris Cooper and his wife, or under the arches . The data is provided in Esri shapefile (.shp) and file geodatabase formats for GIS systems. In order for deep learning models to understand all of these languages, they need to be trained on a huge specialized language-based dataset and processed in a way that can be fed into the model for training. Mozilla crowdsources the largest dataset of human voices available for use, including 18 different languages, adding up to almost 1,400 hours of recorded voice data from more than 42,000 contributors. If you wish to learn a language that one in six people in the world speak, this is . Webz.io's news and blog articles are available to researchers in 12 different languages. Video-to-Glossalso known as sign language recognitionis the task of recognizing a sequence of signs from a video. Chinese is the official language in Hong Kong, China, Macao, Taiwan and Singapore and is spoken in 20 more countries as monther tongue by a part of the population. Click on a country on the map below to see language data, resources, and maps that we have available for that country. README file. HJDataset We hope that this list has either helped you find a dataset for your . In Text file format. Languages play a crucial role in the global deployment of conversational AI models. Project with 1 file It has 15 versions of audio (3 professional versions and 12 consumer device/real-world environment . Language data drawn from the 2007 government census. Yorb to English Machine Translation Dataset. 2018. Wrapping up. Jupyter Notebook with the data analysis; languoid.csv - dataset with the languages and degrees of endangerement; languages-and-dialects-geo.csv - dataset with languages and dialects and their geographical coordinates; datasets source World Map Data Visualization of Extinct and Endangered Language US Map of Extinct and Endangered Language We also created a separate dataset for only extinct languages with known extinction dates. . The former portion is divided into large bodies termed oceans. A total of about 1.4 billion people worldwide speak Chinese as their mother tongue. 600+ Downloads. Furthermore, many recent . The CIA Word Factbook has a field listing for languages spoken per country and percentage of population that speaks it. There are 6 languages datasets available on data.world. Created by Conneau & Wenzek in 2020, the CC100-Japanese This dataset is one of the 100 corpora of monolingual data that was processed from the January-December 2018 Commoncrawl snapshots from the CC-Net repository. GlobalTIMIT: Acoustic-Phonetic Datasets for the World's Languages Nattanun Chanchaochai 1, Christopher Cieri 1, Japhet Debrah 1, Hongwei Ding 2, Yue Jiang 3, Sishi Liao 2, Mark Liberman 1, Jonathan Wright 1, Jiahong Yuan 1, Juhong Zhan3, Yuqing Zhan 2 1Linguistic Data Consortium, University of Pennsylvania, U.S.A. 2School of Foreign Languages, Shanghai Jiao Tong University, P.R.C. There are around 6000 languages spoken in the world. For those countries without available data, languages are listed in rank order based on prevalence, starting with the most-spoken language. Download them to conduct financial or sentiment analysis, market research, AI or machine learning and media and web monitoring for your research project, startup or large organization. Note: all links on this site to Amazon.com, Amazon.co.uk and Amazon.fr are affiliate links. 1.1 Sign Language Datasets Many deaf people in the world are talking with each other using a sign language. Language data drawn from the 2013 government census. The source for language names and codes is 19th edition (2016) ISO 639-3 standard. From the onset, our vision for Common Voice has been to build the world's most diverse voice dataset, optimized for building voice technologies . With a share of around 95%, it is most widespread in Hong Kong. Afghanistan Afghan Persian or Dari (official, lingua franca) 77%, Pashto (official) 48%, Uzbeki 11%, English 6%, Turkmani 3%, Urdu 3%, Pachaie 1%, Nuristani 1%, Arabic 1%, Balochi 1%, other <1% (2020 est.) Available at the admin 0, 1, and 2 levels. For this recognition, Cui, Liu, and Zhang constructs a three-step optimization model. Language Public Datasets. This latest update includes several datasets on international travel and migration inflows and outflows, and on incoming and departing international migrants by several characteristics, as. The dataset contains some English words, their meaning as well as 5 - 10 examples. Good libraries can go a long way. As online content continues to grow, so does the spread of hate speech. Tags Society International Relations Dataset layers Numbers vary widely Ethnologue puts the number of native speakers at 1.3 billion native speakers, roughly 1.1 billion of whom speak Mandarin but there's no doubt it's the most spoken language in the world. The World Factbook recognizes and describes five oceans, which are in decreasing order of size: the Pacific Ocean, Atlantic Ocean, Indian Ocean, Southern Ocean, and Arctic Ocean. Microdata Library Supported Tasks and Leaderboards Here is a list of some of the best languages for data science-those that make good choices for your next project. - "This dataset collects the metadata for all items from the World Digital Library (WDL) project in seven languages. The size of this corpus is 15G., in the Japanese language. The DAPS (Device and Produced Speech) dataset is a collection of aligned versions of professionally produced studio speech recordings and recordings of the same speech on common consumer devices (tablet and smartphone) in real-world environments. So let's count the value count for each language. Innovative and refined data for geographic analysis. WHY CNN? while only 12 languages account for almost half of the world's population, there are 7117 languages spoken in the world today (simons & fennig, 2018). The dataset has been extracted from CommonVoice to train language-id systems. To conclude, here are top picks for the best Korean language datasets for your projects: CC100-Korean Dataset. the lists are currently available in 31 languages : arabic, armenian, basque, bulgarian, chinese (simplified), chinese (traditional), czech, danish, dutch, english, esperanto, estonian, finnish, french, german, greek, hungarian, italian, japanese, korean, lithuanian, norwegian, polish, portuguese, romanian, russian, slovak, spanish, swedish, Access the dataset 3. The World Languages dataset was adapted from the University of Groningen's World Languages dataset, which was created using data published in the Central Intelligence Agency (CIA) World Factbook in 2015. Today's infographic from Alberto Lucas Lopez condenses the 7,102 known living languages today into a stunning visualization, with individual colors representing each world region. Available at the admin 0, 1, and 2 levels. Dataset with 40 projects 1 file 1 table. 200+ Downloads. 54 available languages We offer flexible, curated datasets for 54 of the world's major languages, which include definitions, translations, examples, idioms, phonetics and phonetic transcriptions, regional varieties, and inflected forms. 6. DataBank An analysis and visualisation tool that contains collections of time series data on a variety of topics. The above word embedding model is a pretrained model by Keras use for experiments for language identification. Because of their immense size, the . Figure4: MultiTree: choosingthecompositetree . The first version of WALS was published as a book with CD-ROM in 2005 by Oxford University Press . The most popular programming language as of March 2021 is C. C has in fact a value of 15.33% of the total, followed by Java with a 10.45% that loses -7,33% and Python in third . From Library of Congress < /a > language Public datasets the unit of analysis of this corpus 15G.! 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