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Data augmentation using prosody and false starts to recognize non-native children's speech

Aug 29, 2020
Hemant Kathania, Mittul Singh, Tamás Grósz, Mikko Kurimo


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FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics

Aug 19, 2020
Katri Leino, Juho Leinonen, Mittul Singh, Sami Virpioja, Mikko Kurimo


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Aalto's End-to-End DNN systems for the INTERSPEECH 2020 Computational Paralinguistics Challenge

Aug 06, 2020
Tamás Grósz, Mittul Singh, Sudarsana Reddy Kadiri, Hemant Kathania, Mikko Kurimo


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Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models

Jul 22, 2020
Mittul Singh, Peter Smit, Sami Virpioja, Mikko Kurimo


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Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search

May 28, 2020
Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo

* INTERSPEECH 2019 

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Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation

Apr 08, 2020
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

* 26 pages, 12 tables, 7 figures. Submitted (Mar 2020) to the Machine Translation journal Special Issue on Machine Translation for Low-Resource Languages (Springer) 

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Finnish Language Modeling with Deep Transformer Models

Mar 27, 2020
Abhilash Jain, Aku Ruohe, Stig-Arne Grönroos, Mikko Kurimo

* 4 pages 

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Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning

Mar 06, 2020
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

* Accepted for publication in LREC 2020 

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The MeMAD Submission to the IWSLT 2018 Speech Translation Task

Oct 24, 2018
Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo

* Submitted to IWSLT 2018 

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The MeMAD Submission to the WMT18 Multimodal Translation Task

Sep 03, 2018
Stig-Arne Gr√∂nroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Merialdo, Phu Pham, Mats Sj√∂berg, Umut Sulubacak, J√∂rg Tiedemann, Raphael Troncy, Ra√ļl V√°zquez

* To appear in WMT18 

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Cognate-aware morphological segmentation for multilingual neural translation

Aug 31, 2018
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

* To appear in WMT18 

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Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies

Sep 29, 2017
Seppo Enarvi, Peter Smit, Sami Virpioja, Mikko Kurimo

* IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, no. 11, pp. 2085-2097, November 2017 

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TheanoLM - An Extensible Toolkit for Neural Network Language Modeling

Aug 08, 2016
Seppo Enarvi, Mikko Kurimo

* Proc. Interspeech 2016, pp. 3052-3056 

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