Mikko Kurimo

  • Otakaari 7

1993 …2021

Research output per year

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Research Output

2020

Brain activity reflects the predictability of word sequences in listened continuous speech: Brain activity predicts word sequences

Koskinen, M., Kurimo, M., Gross, J., Hyvärinen, A. & Hari, R., 1 Oct 2020, In : NeuroImage. 219, 116936.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
16 Downloads (Pure)

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

Kathania, H., Singh, M., Grósz, T. & Kurimo, M., 2020, (Accepted/In press) Proceedings of Interspeech. International Speech Communication Association, (Interspeech).

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

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

Singh, M., Smit, P., Virpioja, S. & Kurimo, M., 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). European Language Resources Association (ELRA), p. 41-45

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

Open Access
File
5 Downloads (Pure)

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

Leino, K., Leinonen, J., Singh, M., Virpioja, S. & Kurimo, M., 2020, (Accepted/In press) Proceedings of Interspeech. International Speech Communication Association, (Interspeech).

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

Morphologically motivated word classes for very large vocabulary speech recognition of Finnish and Estonian

Varjokallio, M., Virpioja, S. & Kurimo, M., 1 Sep 2020, In : Computer Speech and Language. 66, 19 p., 101141.

Research output: Contribution to journalArticleScientificpeer-review

Speaker-Aware Training of Attention-Based End-to-End Speech Recognition Using Neural Speaker Embeddings

Rouhe, A., Kaseva, T. & Kurimo, M., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE, p. 7064-7068 5 p. 9053998. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

Open Access
File
14 Downloads (Pure)

Study of Formant Modification for Children ASR

Kathania, H., Kadiri, S., Alku, P. & Kurimo, M., 2020, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE, p. 7429-7433 9053334. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

Open Access
File
6 Downloads (Pure)

Visual Interpretation of DNN-based Acoustic Models using Deep Autoencoders

Grósz, T. & Kurimo, M., 2020, Machine Learning Methods in Visualisation for Big Data: Eurographics proceedings. Archambault, D., Nabney, I. & Peltonen, J. (eds.). p. 25-29

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

Open Access
File
19 Downloads (Pure)
2019

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. p. 1-8 8 p.

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

Open Access
File
25 Downloads (Pure)

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

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

Open Access
File
43 Downloads (Pure)

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

Open Access
File
2 Citations (Scopus)
152 Downloads (Pure)

Spherediar: An Effective Speaker Diarization System for Meeting Data

Kaseva, T., Rouhe, A. & Kurimo, M., 1 Dec 2019, 2019 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019 - Proceedings. IEEE, p. 373-380 8 p. 9003967

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

Open Access
File
14 Downloads (Pure)

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., 17 May 2019, In : MEMORY AND COGNITION. 47, p. 1245–1269 25 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
157 Downloads (Pure)

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

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

Open Access
File
1 Citation (Scopus)
78 Downloads (Pure)

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

Open Access
File
1 Citation (Scopus)
76 Downloads (Pure)
2018

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

Open Access
File
6 Citations (Scopus)
379 Downloads (Pure)

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

Open Access
File
29 Downloads (Pure)

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

Open Access
File
4 Citations (Scopus)
343 Downloads (Pure)

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

Open Access
File
66 Downloads (Pure)

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

Open Access
File
107 Downloads (Pure)

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

1 Citation (Scopus)

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

Open Access
File
42 Downloads (Pure)

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

Open Access
File
22 Downloads (Pure)

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. & 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

Open Access

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

Open Access
File
78 Downloads (Pure)
2017

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

Open Access
File
17 Downloads (Pure)

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. 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

5 Citations (Scopus)

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

Open Access
File
6 Citations (Scopus)
351 Downloads (Pure)

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

Open Access
File
10 Citations (Scopus)
205 Downloads (Pure)

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

Open Access
File
84 Downloads (Pure)

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

Open Access
File
16 Citations (Scopus)
746 Downloads (Pure)

Kielenoppiminen vauhtiin puheteknologian avulla

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

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

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

3 Citations (Scopus)

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

Open Access
File
8 Citations (Scopus)
363 Downloads (Pure)

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. p. 89-99 11 p.

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

Open Access
File
201 Downloads (Pure)

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

Open Access
File
1 Citation (Scopus)
86 Downloads (Pure)

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., 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

Open Access
File
7 Citations (Scopus)
120 Downloads (Pure)

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

Open Access
File
5 Citations (Scopus)
160 Downloads (Pure)

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, In : AFINLA-E: SOVELTAVAN KIELITIETEEN TUTKIMUKSIA. 10, p. 193-213

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2016

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

Open Access
File
10 Citations (Scopus)
139 Downloads (Pure)

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

Open Access
File
47 Downloads (Pure)

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. 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

4 Citations (Scopus)

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

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

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

Open Access
File
4 Citations (Scopus)
72 Downloads (Pure)

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. p. 278-282 5 p.

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

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

9 Citations (Scopus)

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

Open Access