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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, Tam谩s Gr贸sz, 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
Tam谩s Gr贸sz, 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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Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling

Mar 28, 2019
Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow


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Long-Short Range Context Neural Networks for Language Modeling

Aug 22, 2017
Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow

* Published at EMNLP'16 

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Sequential Recurrent Neural Networks for Language Modeling

Mar 23, 2017
Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow

* published (INTERSPEECH 2016), 5 pages, 3 figures, 4 tables 

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Effective Slot Filling Based on Shallow Distant Supervision Methods

Jan 06, 2014
Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow

* to be published in: Proceedings of the Sixth Text Analysis Conference (TAC 2013) 

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