Speech Recognition

Organisational unit: Research group

Research outputs

  1. 2019
  2. Published

    A user study to compare two conversational assistants designed for people with hearing impairments

    Virkkunen, A., Lukkarila, J., Palomäki, K. & Kurimo, M., Jun 2019, Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies. Association for Computational Linguistics (ACL), p. 1-8 8 p.

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

  3. Published

    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., 9 Apr 2019. 1 p.

    Research output: Contribution to conferencePosterScientificpeer-review

  4. Published

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

    Grönroos, S-A., Virpioja, S. & Kurimo, M., 7 Jan 2019, Fifth Workshop on Computational Linguistics for Uralic Languages: Proceedings of the Workshop. p. 15-26 12 p.

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

  5. Published

    Subword RNNLM approximations for out-of-vocabulary keyword search

    Singh, M., Virpioja, S., Smit, P. & Kurimo, M., 1 Jan 2019, Proceedings of Interspeech. International Speech Communication Association, Vol. 2019-September. p. 4235-4239 5 p. (Interspeech - Annual Conference of the International Speech Communication Association).

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

  6. Published

    Transparent pronunciation scoring using articulatorily weighted phoneme edit distance

    Karhila, R., Smolander, A. R., Ylinen, S. & Kurimo, M., 1 Jan 2019, Proceedings of Interspeech. International Speech Communication Association, Vol. 2019-September. p. 1866-1870 5 p. (Interspeech - Annual Conference of the International Speech Communication Association).

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

  7. Published

    Building personalised speech technology systems with sparse, bad quality or out-of-domain data

    Karhila, R., 2019, Aalto University. 204 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  8. Published

    Computer-Supported Form Design using Keystroke-Level Modeling with Reinforcement Learning

    Leino, K., Todi, K., Oulasvirta, A. & Kurimo, M., 2019, p. 85-86.

    Research output: Contribution to conferencePosterScientificpeer-review

  9. Published

    Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling

    Paul, D., Singh, M., Hedderich, M. & Klakow, D., 2019.

    Research output: Contribution to conferencePaperProfessional

  10. Published

    Modern subword-based models for automatic speech recognition

    Smit, P., 2019, Aalto University. 194 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  11. Published

    RL-KLM: Automating Keystroke-level Modeling with Reinforcement Learning

    Leino, K., Oulasvirta, A. & Kurimo, M., 2019, 24th International Conference on Intelligent User Interfaces (IUI ’19). ACM, p. 476-480 5 p.

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

  12. E-pub ahead of print

    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., 2019, In : MEMORY AND COGNITION. 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. 2018
  14. Published

    The Aalto system based on fine-tuned AudioSet features for DCASE2018 task2 - general purpose audio tagging

    Xu, Z., Smit, P. & Kurimo, M., Nov 2018, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018). Tampere University of Technology, p. 24-28 5 p. 29

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

  15. Published

    Cognate-aware morphological segmentation for multilingual neural translation

    Grönroos, S-A., Virpioja, S. & Kurimo, M., 31 Oct 2018, Third Conference on Machine Translation (WMT18); Brussels, Belgium. p. 390-397 8 p.

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

  16. Published

    The MeMAD Submission to the IWSLT 2018 Speech Translation Task

    Sulubacak, U., Tiedemann, J., Rouhe, A., Grönroos, S-A. & Kurimo, M., 29 Oct 2018, 15th International Workshop on Spoken Language Translation 2018. Turchi, M., Niehues, J. & Frederico, M. (eds.). p. 89-94

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  17. Published

    First-pass decoding with n-gram approximation of RNNLM: The problem of rare words

    Singh, M., Smit, P., Virpioja, S. & Kurimo, M., Sep 2018, Machine Learning in Speech and Language Processing Workshop 2018.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  18. Published

    Aalto system for the 2017 Arabic multi-genre broadcast challenge

    Smit, P., Gangireddy, S., Enarvi, S., Virpioja, S. & Kurimo, M., 2018, Automatic Speech Recognition and Understanding (ASRU), IEEE Workshop on. IEEE, p. 338-345

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

  19. Published

    Captaina: Integrated pronunciation practice and data collection portal

    Rouhe, A., Karhila, R., Elg, A., Toivola, M., Khandelwal, M., Smit, P., Smolander, A. R. & Kurimo, M., 2018, Proceedings of Interspeech. International Speech Communication Association, Vol. 2018-September. p. 1051-1052 2 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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

  20. Published

    Character-based units for Unlimited Vocabulary Continuous Speech Recognition

    Smit, P., Gangireddy, S., Enarvi, S., Virpioja, S. & Kurimo, M., 2018, Automatic Speech Recognition and Understanding (ASRU), IEEE Workshop on. IEEE, p. 149-154

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

  21. Published

    First-Pass Techniques for Very Large Vocabulary Speech Recognition of Morphologically Rich Languages

    Varjokallio, M., Virpioja, S. & Kurimo, M., 2018, 2018 IEEE Spoken Language Technology Workshop, December 18-21, 2018, Athens, Greece. IEEE, p. 227-234 6 p.

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

  22. Published

    The MeMAD submission to the WMT18 multimodal translation task

    Grönroos, S-A., Huet, B., Kurimo, M., Laaksonen, J., Merialdo, B., Pham, P., Sjöberg, M., Sulubacak, U., Tiedemann, J., Troncy, R. & 1 others, Vázquez, R., 2018, Proceedings of the Third Conference on Machine Translation (WMT), Volume 2: Shared Task Papers. Vol. 2. p. 609-617 9 p.

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

  23. Published

    User Experiences from L2 Children Using a Speech Learning Application: Implications for Developing Speech Training Applications for Children

    Uther, M., Smolander, A-R., Junttila, K., Kurimo, M., Karhila, R., Enarvi, S. & Ylinen, S., 2018, In : ADVANCES IN HUMAN COMPUTER INTERACTION. 6 p., 7345397.

    Research output: Contribution to journalArticleScientificpeer-review

  24. 2017
  25. Published

    Modeling under-resourced languages for speech recognition

    Kurimo, M., Enarvi, S., Tilk, O., Varjokallio, M., Mansikkaniemi, A. & Alumäe, T., Dec 2017, In : LANGUAGE RESOURCES AND EVALUATION. 51, 4, p. 961-987 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies

    Enarvi, S., Smit, P., Virpioja, S. & Kurimo, M., Nov 2017, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 11, p. 2085-2097 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis

    Grönroos, S-A., Virpioja, S. & Kurimo, M., 7 Sep 2017, Second Conference on Machine Translation (WMT17); Copenhagen, Denmark. p. 296–302 7 p.

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

  28. Published

    Automatic Construction of the Finnish Parliament Speech Corpus

    Mansikkaniemi, A., Smit, P. & Kurimo, M., Aug 2017, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. International Speech Communication Association, Vol. 2017-August. p. 3762-3766 (Interspeech: Annual Conference of the International Speech Communication Association).

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

  29. Published

    Improved subword modeling for WFST-based speech recognition

    Smit, P., Virpioja, S. & Kurimo, M., Aug 2017, Proceedings of Interspeech 2017. International Speech Communication Association, p. 2551-2555 5 p. (Interspeech: Annual Conference of the International Speech Communication Association).

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

  30. Published

    Reading validation for pronunciation evaluation in the Digitala project

    Rouhe, A., Karhila, R., Smit, P. & Kurimo, M., Aug 2017, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. International Speech Communication Association, Vol. 2017-August. p. 2050-2051 2 p. (Interspeech: Annual Conference of the International Speech Communication Association).

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

  31. Published

    SIAK — A Game for Foreign Language Pronunciation Learning

    Karhila, R., Ylinen, S., Enarvi, S., Palomäki, K., Nikulin, A., Rantula, O., Viitanen, V., Dhinakaran, K., Smolander, A-R., Kallio, H. & 4 others, Junttila, K., Uther, M., Hämäläinen, P. & Kurimo, M., Aug 2017, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. International Speech Communication Association, Vol. 2017-August. p. 3429-3430 (Interspeech: Annual Conference of the International Speech Communication Association).

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

  32. Published

    LDA-based context dependent recurrent neural network language model using document-based topic distribution of words

    Haidar, M. A. & Kurimo, M., 16 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. IEEE, p. 5730-5734 5 p. 7953254. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

  33. Published

    Acoustic Model Compression with MAP adaptation

    Leino, K. & Kurimo, M., 2017, Proceedings of the 21st Nordic Conference on Computational Linguistics, NoDaLiDa, 22-24 May 2017, Gothenburg, Sweden. Tiedemann, J. (ed.). LINKÖPING UNIVERSITY ELECTRONIC PRESS, p. 65-69 5 p. (Linköping Electronic Conference Proceedings; vol. 131).

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

  34. Published

    ASR in classroom today: Automatic visualization of conceptual network in science classrooms

    Caballero, D., Araya, R., Kronholm, H., Viiri, J., Mansikkaniemi, A., Lehesvuori, S., Virtanen, T. & Kurimo, M., 2017, Data Driven Approaches in Digital Education - 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, Proceedings. Springer Verlag, Vol. 10474 LNCS. p. 541-544 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10474 LNCS).

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

  35. Published

    Kielenoppiminen vauhtiin puheteknologian avulla

    Ylinen, S. & Kurimo, M., 2017, Oppimisen tulevaisuus. Savolainen, H., Vilkko, R. & Vähäkylä, L. (eds.). Gaudeamus Oy, (Tutkitusti).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  36. Published

    New Baseline in Automatic Speech Recognition for Northern Sámi

    Leinonen, J., Smit, P., Virpioja, S. & Kurimo, M., 2017, Fourth International Workshop on Computational Linguistics for Uralic Languages. ACL, p. 89-99 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  37. Published

    Towards SamiTalk: A Sami-Speaking Robot Linked to Sami Wikipedia

    Wilcock, G., Laxström, N., Leinonen, J., Smit, P., Kurimo, M. & Jokinen, K., 2017, Dialogues with Social Robots - Enablements, Analyses, and Evaluation. Jokinen, K. & Wilcock, G. (eds.). Singapore, p. 343-351 9 p. (Lecture Notes in Electrical Engineering; vol. 999).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  38. Published

    Towards the phonetic basis of spoken second language assessment: temporal features as indicators of perceived proficiency level

    Kallio, H., Šimko, J., Huhta, A., Karhila, R., Vainio, M., Lindroos, E., Hildén, R. & Kurimo, M., 2017, Näkökulmia toisen kielen puheeseen : Insights into Second Language Speech. 10 ed. Suomen Soveltavan Kielitieteen Yhdistys AFinLA, p. 193-213 (AFINLA-E: SOVELTAVAN KIELITIETEEN TUTKIMUKSIA).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  39. 2016
  40. Published

    FinnPos: an open-source morphological tagging and lemmatization toolkit for Finnish

    Silfverberg, M., Ruokolainen, T., Lindén, K. & Kurimo, M., 1 Dec 2016, In : LANGUAGE RESOURCES AND EVALUATION. 50, 4, p. 863-878 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Hybrid Morphological Segmentation for Phrase-Based Machine Translation

    Grönroos, S-A., Virpioja, S. & Kurimo, M., 11 Aug 2016, First Conference on Machine Translation (WMT16); Berlin, Germany. p. 289-295 7 p.

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

  42. Published

    Comparing human and automatic speech recognition in a perceptual restoration experiment

    Remes, U., Ramírez López, A., Juvela, L., Palomäki, K., Brown, G. J., Alku, P. & Kurimo, M., 11 Jul 2016, In : Computer Speech and Language. 35, p. 14-31 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    A comparative study of minimally supervised morphological segmentation

    Ruokolainen, T., Kohonen, O., Sirts, K., Grönroos, S. A., Kurimo, M. & Virpioja, S., 1 Mar 2016, In : COMPUTATIONAL LINGUISTICS. 42, 1, p. 91-120 30 p.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Automatic Speech Recognition for Northern Sámi with comparison to other Uralic Languages

    Smit, P., Leinonen, J., Jokinen, K. & Kurimo, M., 20 Jan 2016, Proceedings of the Second International Workshop on Computational Linguistics for Uralic Languages. Szeged, Hungary: University of Szeged, p. 80-91 11 p. 9

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

  45. Published

    Class n-gram models for very large vocabulary speech recognition of Finnish and Estonian

    Varjokallio, M., Kurimo, M. & Virpioja, S., 2016, Proceedings of the 4th International Conference on Statistical Language and Speech Processing, SLSP 2016. Springer-Verlag, Vol. 9918 LNCS. p. 133-144 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9918 LNCS).

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

  46. Published

    Developing a high-stake digital spoken language proficiency assessment: Results from pilot tests

    Kallio, H., Hilden, R., Kurimo, M., Vainio, M., Karhila, R. & Lindroos, E., 2016, p. 1214-1214. 1 p.

    Research output: Contribution to conferencePaperScientific

  47. Published

    Digitala: An augmented test and review process prototype for high-stakes spoken foreign language examination

    Karhila, R., Rouhe, A., Smit, P., Mansikkaniemi, A., Kallio, H., Lindroos, E., Hildén, R., Vainio, M. & Kurimo, M., 2016, Proceedings of the Annual Conference of the International Speech Communication Association: Interspeech'16, San Francisco, USA, Sept. 8-12, 2016. International Speech Communication Association, Vol. 08-12-September-2016. p. 784-785 2 p. (Proceedings of the Annual Conference of the International Speech Communication Association).

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

  48. Published

    Experiments on adaptation methods to improve acoustic modeling for French speech recognition

    Mirzaei, S., Milhorat, P., Boudy, J., Chollet, G. & Kurimo, M., 2016, ICPRAM 2016 - Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods. SciTePress, p. 278-282 5 p.

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

  49. Published

    In-document adaptation for a human guided automatic transcription service

    Mansikkaniemi, A., Kurimo, M. & Lindén, K., 2016, Proceedings of the 18th International Conference on Speech and Computer, SPECOM 2016. Springer-Verlag, Vol. 9811. p. 395-402 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9811).

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

  50. Published

    Low-Resource Active Learning of Morphological Segmentation

    Grönroos, S-A., Hiovain, K., Smit, P., Rauhala, I., Jokinen, K., Kurimo, M. & Virpioja, S., 2016, In : NORTHERN EUROPEAN JOURNAL OF LANGUAGE TECHNOLOGY. 4, p. 47-72 26 p., 4.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Puheentunnistuksen toimintaperiaatteet ja puheentunnistuksen hyödyntämismahdollisuudet tekstityksessä ja kirjoitustulkkauksessa

    Kurimo, M., 2016, Puheesta tekstiksi. Puheen kirjallisen esittämisen alueita, keinoja ja rajoja. Tiittula, L. & Nuolijärvi, P. (eds.). Suomalaisen Kirjallisuuden Seura SKS, (Suomalaisen Kirjallisuuden Seuran toimituksia; no. 1424).

    Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

  52. Published

    Recurrent neural network language modelwith incremental updated context information generated using bag-of-words representation

    Haidar, M. A. & Kurimo, M., 2016, Proceedings of the Annual Conference of the International Speech Communication Association: Interspeech'16, San Francisco, USA, Sept. 8-12, 2016. International Speech Communication Association, Vol. 08-12-September-2016. p. 3504-3508 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association).

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

  53. Published

    TheanoLM - An extensible toolkit for neural network language modeling

    Enarvi, S. & Kurimo, M., 2016, Proceedings of the 17th Annual Conference of the International Speech Communication Association (INTERSPEECH): San Francisco, USA, Sept. 8-12. ISCA, p. 3052-3056 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association).

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

  54. 2015
  55. Published

    Adaptation of Morph-Based Speech Recognition for Foreign Names and Acronyms

    Mansikkaniemi, A. & Kurimo, M., 2015, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 23, 5, p. 941-950

    Research output: Contribution to journalArticleScientificpeer-review

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