20052020

Research output per year

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Personal profile

Fields of Science

  • 113 Computer and information sciences
  • Machine learning
  • 6121 Languages
  • Computational linguistics
  • Speech recognition
  • Machine translation
  • Statistical language models

International and National Collaboration Publications and projects within past five years.

Publications

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

Singh, M., Smit, P., Virpioja, S. & Kurimo, M., 1 May 2020, Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages (SLTU) and Collaboration and Computing for Under-Resourced Languages (CCURL). Marseille, France: European Language Resources Association (ELRA), p. 41-45 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

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

Grönroos, S-A., Virpioja, S. & Kurimo, M., 1 May 2020, Proceedings of The 12th Language Resources and Evaluation Conference. Marseille, France: European Language Resources Association (ELRA), p. 3944-3953 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

OpusTools and Parallel Corpus Diagnostics

Aulamo, M., Sulubacak, U., Virpioja, S. & Tiedemann, J., 17 May 2020, Proceedings of the 12th Language Resource and Evaluation Conference. Calzolari, N., Béchet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). Marseille, France: European Language Resources Association (ELRA), p. 3782-3789 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

North Sámi morphological segmentation with low-resource semi-supervised sequence labeling

Grönroos, S-A., Virpioja, S. & Kurimo, M., 1 Jan 2019, Proceedings of the Fifth International Workshop on Computational Linguistics for Uralic Languages. Tartu, Estonia: The Association for Computational Linguistics, p. 15-26 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Statistical models of morphology predict eye-tracking measures during visual word recognition

Lehtonen, M., Varjokallio, M., Kivikari, H., Hultén, A., Virpioja, S., Hakala, T., Kurimo, M., Lagus, K. & Salmelin, R., Oct 2019, In : Memory and Cognition. 47, 7, p. 1245-1269 25 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Activities

  • 3 Supervisor or co-supervisor of doctoral thesis

Modern subword-based models for automatic speech recognition

Sami Petteri Virpioja (Co-supervisor)
17 Jun 2019

Activity: Examination typesSupervisor or co-supervisor of doctoral thesis

Modeling Conversational Finnish for Automatic Speech Recognition

Sami Petteri Virpioja (Co-supervisor)
3 May 2018

Activity: Examination typesSupervisor or co-supervisor of doctoral thesis

Contributions to Morphology Learning using Conditional Random Fields

Sami Petteri Virpioja (Co-supervisor)
3 Jun 2016

Activity: Examination typesSupervisor or co-supervisor of doctoral thesis