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Finnish Parliament ASR corpus - Analysis, benchmarks and statistics



Anja Virkkunen , Aku Rouhe , Nhan Phan , Mikko Kurimo

* Submitted to Language Resources and Evaluation 

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Lahjoita puhetta -- a large-scale corpus of spoken Finnish with some benchmarks



Anssi Moisio , Dejan Porjazovski , Aku Rouhe , Yaroslav Getman , Anja Virkkunen , Tamás Grósz , Krister Lindén , Mikko Kurimo

* Submitted to Language Resources and Evaluation 

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



Hemant Kathania , Mittul Singh , Tamás Grósz , Mikko Kurimo


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



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



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



Mittul Singh , Peter Smit , Sami Virpioja , Mikko Kurimo


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Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search



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



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



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



Stig-Arne Grönroos , Sami Virpioja , Mikko Kurimo

* Accepted for publication in LREC 2020 

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