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Building Machine Translation Systems for the Next Thousand Languages



Ankur Bapna , Isaac Caswell , Julia Kreutzer , Orhan Firat , Daan van Esch , Aditya Siddhant , Mengmeng Niu , Pallavi Baljekar , Xavier Garcia , Wolfgang Macherey , Theresa Breiner , Vera Axelrod , Jason Riesa , Yuan Cao , Mia Xu Chen , Klaus Macherey , Maxim Krikun , Pidong Wang , Alexander Gutkin , Apurva Shah , Yanping Huang , Zhifeng Chen , Yonghui Wu , Macduff Hughes

* V2: updated with some details from 24-language Google Translate launch in May 2022 

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Google Crowdsourced Speech Corpora and Related Open-Source Resources for Low-Resource Languages and Dialects: An Overview



Alena Butryna , Shan-Hui Cathy Chu , Isin Demirsahin , Alexander Gutkin , Linne Ha , Fei He , Martin Jansche , Cibu Johny , Anna Katanova , Oddur Kjartansson , Chenfang Li , Tatiana Merkulova , Yin May Oo , Knot Pipatsrisawat , Clara Rivera , Supheakmungkol Sarin , Pasindu de Silva , Keshan Sodimana , Richard Sproat , Theeraphol Wattanavekin , Jaka Aris Eko Wibawa

* Appeared in 2019 UNESCO International Conference Language Technologies for All (LT4All): Enabling Linguistic Diversity and Multilingualism Worldwide, 4-6 December, Paris, France 

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NEMO: Frequentist Inference Approach to Constrained Linguistic Typology Feature Prediction in SIGTYP 2020 Shared Task



Alexander Gutkin , Richard Sproat

* To appear in Second Workshop on Computational Research in Linguistic Typology (SIGTYP 2020) at 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) 

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Towards Induction of Structured Phoneme Inventories



Alexander Gutkin , Martin Jansche , Lucy Skidmore

* To appear in the Second Workshop on Computational Research in Linguistic Typology (SIGTYP 2020) at EMNLP 2020 

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Linguistic Typology Features from Text: Inferring the Sparse Features of World Atlas of Language Structures



Alexander Gutkin , Tatiana Merkulova , Martin Jansche

* Originally prepared as a conference submission to EMNLP 2018 

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Sampling from Stochastic Finite Automata with Applications to CTC Decoding



Martin Jansche , Alexander Gutkin


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