Speech Recognition

Research output

Research output per year 2009 2010 2013 2014 2016 2017 2019 2020 2021 2022 2023 2025

• 135 Conference article in proceedings
• 45 Article
• 7 Chapter
• 6 Doctoral Thesis
• 11 More
  • 3 Anthology
  • 2 Paper
  • 2 Poster
  • 1 Review Article
  • 1 Other contribution
  • 1 Master's thesis
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2025

  A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages

  Bijoy, M. H., Hossain, N., Islam, S. & Shatabda, S., Jan 2025, In: Computer Speech and Language. 89, 101703.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Bengali 100%
  • Indic Languages 100%
  • Error Correction 100%
  • Statistical Method 100%
  • Language Understanding 50%
• 2024

  Attention-based End-to-End Models in Language Technology

  Rouhe, A., 2024, Aalto University. 256 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Speech Recognition 100%
  • Data Source 79%
  • Segmentation 39%
  • Hidden Markov Models 19%
  • Speech Recognition System 19%

• Collecting Linguistic Resources for Assessing Children's Pronunciation of Nordic Languages

  Olstad, A. M. H., Smolander, A., Strömbergsson, S., Ylinen, S., Lehtonen, M., Kurimo, M., Getman, Y., Grosz, T., Cao, X., Svendsen, T. & Salvi, G., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European language resources distribution agency, p. 3529-3537 9 p. (International conference on computational linguistics)(LREC proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Assessment System 100%
  • Ethical Consideration 100%
  • Research Assessment 100%
  • Spoken Language 100%
  • Finnish 100%

• Comparison and analysis of new curriculum criteria for end-to-end ASR

  Karakasidis, G., Kurimo, M., Bell, P. & Grósz, T., Sept 2024, In: Speech Communication. 163, 16 p., 103113.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Training Set 100%
  • Learning Model 100%
  • Speech Recognition 100%
  • Error Rate 50%
  • Finnish 50%
  10 Downloads (Pure)

• Effect of Speech Modification on Wav2Vec2 Models for Children Speech Recognition

  Sinha, A., Singh, M., Kadiri, S. R., Kurimo, M. & Kathania, H. K., 2024, 2024 International Conference on Signal Processing and Communications, SPCOM 2024. IEEE, (2024 International Conference on Signal Processing and Communications, SPCOM 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Speech Recognition 100%
  • Modification Method 100%
  • Streamlining 100%
  • Large Data Set 25%
  1 Downloads (Pure)

• From Raw Speech to Fixed Representations: A Comprehensive Evaluation of Speech Embedding Techniques

  Porjazovski, D., Grosz, T. & Kurimo, M., 2024, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 32, p. 3546-3560 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Superior Performance 100%
  • Informed Choice 100%
  • Computational Cost 100%
  19 Downloads (Pure)

• INVESTIGATING THE CLUSTERS DISCOVERED BY PRE-TRAINED AV-HUBERT

  Virkkunen, A., Huang, G., Grosz, T. & Kurimo, M., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 11196-11200 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • translation model 100%
  • Training Data 100%
  • Recognition Accuracy 100%
  • Computational Cost 100%
  9 Downloads (Pure)

• Listening like a speech-training app: Expert and non-expert listeners’ goodness ratings of children’s speech

  Strömbergsson, S., Fröjdh, M., Pettersson, M., Grósz, T., Getman, Y. & Kurimo, M., 9 Jun 2024, In: Clinical Linguistics and Phonetics. 38, 4, 23 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Phoneme 100%
  • Rating Scale 50%
  15 Downloads (Pure)

• LLMs’ morphological analyses of complex FST-generated Finnish words

  Moisio, A., Creutz, M. & Kurimo, M., 2024, CMCL 2024 - 13th Edition of the Workshop on Cognitive Modeling and Computational Linguistics, Proceedings of the Workshop. Kuribayashi, T., Rambelli, G., Takmaz, E., Wicke, P. & Oseki, Y. (eds.). Association for Computational Linguistics, p. 242-254 13 p. (CMCL 2024 - 13th Edition of the Workshop on Cognitive Modeling and Computational Linguistics, Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Finnish 100%
  • Morphological Analysis 100%
  • Large Language Model 100%
  • Training Set 100%
  • Nouns 50%

• Principled Comparisons for End-to-End Speech Recognition: Attention vs Hybrid at the 1000-hour Scale

  Rouhe, A., Grósz, T. & Kurimo, M., 2024, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 32, p. 623-638 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Speech Recognition 100%
  • Models 50%
  • Design 25%
  • Large Scale Data 25%
  1 Citation (Scopus)

  39 Downloads (Pure)

• Towards Sustainable Agriculture : A Novel Approach for Rice Leaf Disease Detection Using dCNN and Enhanced Dataset

  Bijoy, M. H., Hasan, N., Biswas, M., Mazumdar, S., Jimenez, A., Ahmed, F., Rasheduzzaman, M. & Momen, S., 8 Mar 2024, In: IEEE Access. 12, p. 34174-34191 18 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Convolutional Neural Networks 100%
  • Sustainable Agriculture 100%
  • Cereal 100%
  • Crops 28%
  • Internet 25%
  2 Citations (Scopus)

  49 Downloads (Pure)

• Use of Self-Supervised Learning in Automated Speaking Scoring for Low Resource Languages

  Al-Ghezi, R., 2024, Aalto University. 157 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Error Rate 100%
  • Language Learning 100%
  • Analytical Model 100%
  • Multitasking 100%
  • Artificial Intelligence 100%
• 2023

  Advancing Audio Emotion and Intent Recognition with Large Pre-Trained Models and Bayesian Inference

  Porjazovski, D., Getman, Y., Grósz, T. & Kurimo, M., 27 Oct 2023, MM '23: Proceedings of the 31st ACM International Conference on Multimedia. ACM, p. 9477-9481 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Intent Recognition 100%
  • Standards 16%
  • Multimedia 16%
  • Detection 16%
  • Hybrid Solution 16%
  1 Citation (Scopus)

  38 Downloads (Pure)

• A pronunciation Scoring System Embedded into Children’s Foreign Language Learning Games with Experimental Verification of Learning Benefits

  Karhila, R., Ylinen, S., Smolander, A.-R., Rouhe, A., Al-Ghezi, R., Getman, Y., Grosz, T., Uther, M. & Kurimo, M., 18 Aug 2023, 9th Workshop on Speech and Language Technology in Education (SLaTE). International Speech Communication Association (ISCA), 5 p. (ISCA International Workshop on Speech and Language Technology in Education).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Scoring System 100%
  • Learning Benefit 100%
  • Embedded System 100%
  • Models 16%
  • Training Data 16%
  40 Downloads (Pure)

• Automated Assessment of Task Completion in Spontaneous Speech for Finnish and Finland Swedish Language Learners

  Voskoboinik, E., Getman, Y., Al-Ghezi, R., Kurimo, M. & Grosz, T., 16 May 2023, Proceedings of the 12th Workshop on Natural Languages Processing for Computer Assisted Language Learning. Linköpings universitet, p. 102-110 9 p. (Linköping Electronic Conference Proceedings; no. 197)(NEALT Proceedings Series; no. 53).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Finnish 100%
  • Finland 100%
  • Evaluation 100%
  • Learner 100%
  • Swedish Language 100%
  34 Downloads (Pure)

• Automatic Rating of Spontaneous Speech for Low-Resource Languages

  Al-Ghezi, R., Getman, Y., Voskoboinik, E., Singh, M. & Kurimo, M., 2023, 2022 IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. IEEE, p. 339-345 7 p. (2022 IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Training Data 100%
  • Language Resource 100%
  • Deep Learning 33%
  • References 33%
  • Workload 33%
  2 Citations (Scopus)

• Automatic Speaking Assessment of Spontaneous L2 Finnish and Swedish

  Al-Ghezi, R., Voskoboinik, E., Getman, Y., Von Zansen, A., Kallio, H., Kurimo, M., Huhta, A. & Hildén, R., 2023, In: Language Assessment Quarterly. 20, 4-5, p. 421-444 24 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Teacher Training 100%
  4 Citations (Scopus)

  63 Downloads (Pure)

• CaptainA - A mobile app for practising Finnish pronunciation

  Phan, N., Grósz, T. & Kurimo, M., May 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). University of Tartu Library, p. 265-270 6 p. (NEALT Proceedings Series; no. 52).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Service 100%
  • Application 100%
  • User 100%
  • Valuable Resource 100%
  53 Downloads (Pure)

• Developing an AI-assisted Low-resource Spoken Language Learning App for Children

  Getman, Y., Phan, N., Al-Ghezi, R., Voskoboinik, E., Singh, M., Grosz, T., Kurimo, M., Salvi, G., Svendsen, T., Strombergsson, S., Smolander, A. & Ylinen, S., 2023, In: IEEE Access. 11, p. 86025-86037 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Models 100%
  • Spoken Language 100%
  • Mobile Application 40%
  • User 20%
  5 Citations (Scopus)

  66 Downloads (Pure)

• Discovering Relevant Sub-spaces of BERT, Wav2Vec 2.0, ELECTRA and ViT Embeddings for Humor and Mimicked Emotion Recognition with Integrated Gradients

  Grósz, T., Virkkunen, A., Porjazovski, D. & Kurimo, M., 2 Nov 2023, MuSe '23: Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation. ACM, p. 27-34 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Embedding 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Sentiment Analysis 28%
  • User 14%
  2 Citations (Scopus)

  48 Downloads (Pure)

• Effect of Linear Prediction Order to Modify Formant Locations for Children Speech Recognition

  Kumar, U. L., Kurimo, M. & Kathania, H. K., 2023, Speech and Computer - 25th International Conference, SPECOM 2023, Proceedings. Karpov, A., Samudravijaya, K., Deepak, K. T., Hegde, R. M., Prasanna, S. R. M. & Agrawal, S. S. (eds.). Springer, p. 483-493 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14338 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Recognition 100%
  • Position (Location) 100%
  • Models 100%
  • Speech Recognition 100%
  • Acoustics 80%

• Evaluating Morphological Generalisation in Machine Translation by Distribution-Based Compositionality Assessment

  Moisio, A., Creutz, M. & Kurimo, M., 24 May 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). Tartu Ülikool , 14 p. (NEALT proceedings series; vol. 52).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Ability 100%
  • Evaluation 100%
  • Vocabularies 100%
  • Methods Evaluation 100%
  • Machine Translation 100%
  25 Downloads (Pure)

• Finnish parliament ASR corpus: Analysis, benchmarks and statistics

  Virkkunen, A., Rouhe, A., Phan, N. & Kurimo, M., Dec 2023, In: LANGUAGE RESOURCES AND EVALUATION. 57, 4, p. 1645-1670 26 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Statistics 100%
  • Automatic Speech Recognition 100%
  • Corpus Analysis 100%
  • Speech Recognition 100%
  • Benchmark 100%
  5 Citations (Scopus)

  144 Downloads (Pure)

• Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model

  Grosz, T., Getman, Y., Al-Ghezi, R., Rouhe, A. & Kurimo, M., 20 Aug 2023, Proceedings of Interspeech 2023. International Speech Communication Association (ISCA), p. 196-200 5 p. (Interspeech).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Context 100%
  • Investigation 100%
  • Model 100%
  • Contexts 100%
  • Models 100%
  49 Downloads (Pure)

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

  Moisio, A., Porjazovski, D., Rouhe, A., Getman, Y., Virkkunen, A., AlGhezi, R., Lennes, M., Grósz, T., Lindén, K. & Kurimo, M., Sept 2023, In: LANGUAGE RESOURCES AND EVALUATION. 57, 3, p. 1295-1327 33 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Finnish 100%
  • Cataloguing 100%
  • Corpus 100%
  • Benchmark 100%
  • Speech 83%
  8 Citations (Scopus)

  197 Downloads (Pure)

• Multilingual TTS Accent Impressions for Accented ASR

  Karakasidis, G., Robinson, N., Getman, Y., Ogayo, A., Al-Ghezi, R., Ayasi, A., Watanabe, S., Mortensen, D. R. & Kurimo, M., 2023, Text, Speech, and Dialogue - 26th International Conference, TSD 2023, Proceedings. Ekštein, K., Pártl, F. & Konopík, M. (eds.). Springer, p. 317-327 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14102 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Speech Recognition 100%
  • Text-to-Speech 100%
  • Models 33%
  • Domains 33%
  • Speech Synthesis 33%
  1 Citation (Scopus)

  13 Downloads (Pure)

• Multi-task wav2vec2 Serving as a Pronunciation Training System for Children

  Getman, Y., Al-Ghezi, R., Grosz, T. & Kurimo, M., 18 Aug 2023, 9th Workshop on Speech and Language Technology in Education (SLaTE). International Speech Communication Association (ISCA), (ISCA International Workshop on Speech and Language Technology in Education).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File
  82 Downloads (Pure)

• New data, benchmark and baseline for L2 speaking assessment for low-resource languages

  Kurimo, M., Getman, Y., Voskoboinik, E., Al-Ghezi, R., Kallio, H., Kuronen, M., von Zansen, A., Hilden, R., Kronholm, S., Huhta, A. & Lindén, K., 2023, Proceedings of 9th Workshop on Speech and Language Technology in Education (SLaTE). International Speech Communication Association (ISCA), p. 166-170 5 p. (ISCA International Workshop on Speech and Language Technology in Education).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Evaluation 100%
  • Benchmarking 100%
  • Speech Recognition 100%
  • Benchmark 100%
  51 Downloads (Pure)

• Non-game like training benefits spoken foreign-language processing in children with dyslexia

  Junttila, K., Smolander, A. R., Karhila, R., Kurimo, M. & Ylinen, S., 2023, In: Frontiers in Human Neuroscience. 17, 1122886.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Children 100%
  • Dyslexia 100%
  • Language Processing 100%
  • Language Learning 57%
  • Groups 42%
  52 Downloads (Pure)

• On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation

  Moisio, A., Creutz, M. & Kurimo, M., 6 Dec 2023, Proceedings of the 1st GenBench Workshop on (Benchmarking) Generalisation in NLP. Association for Computational Linguistics, 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Benchmark 100%
  • Machine Translation 100%
  • Natural Languages 100%
  • Machine Learning 50%
  • Testing 50%
  23 Downloads (Pure)

• Spectral warping based data augmentation for low resource children’s speaker verification

  Kathania, H. K., Kadyan, V., Kadiri, S. R. & Kurimo, M., 3 Nov 2023, (E-pub ahead of print) In: Multimedia Tools and Applications. 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Speaker Verification 100%
  • Data Augmentation 100%
  • Verification System 80%
  • Domains 20%
  • Database 20%
  29 Downloads (Pure)

• Topic Identification for Spontaneous Speech: Enriching Audio Features with Embedded Linguistic Information

  Porjazovski, D., Grósz, T. & Kurimo, M., 4 Sept 2023, 2023 31st European Signal Processing Conference (EUSIPCO). IEEE, p. 396-400 5 p. (European Signal Processing Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Identification 100%
  • Linguistics 100%
  • Speech Recognition System 100%
  • Models 75%
  • Standards 25%
  1 Citation (Scopus)
• 2022

  A Formant Modification Method for Improved ASR of Children’s Speech

  Kathania, H., Kadiri, S., Alku, P. & Kurimo, M., Jan 2022, In: Speech Communication. 136, p. 98-106 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Speech 100%
  • Acoustics 31%
  • Performance 26%
  • Recognition 15%
  • Adaptation 15%
  21 Citations (Scopus)

  186 Downloads (Pure)

• Comparison and Analysis of New Curriculum Criteria for End-to-End ASR

  Karakasidis, G., Grósz, T. & Kurimo, M., 2022, Proceedings of Interspeech'22. International Speech Communication Association (ISCA), Vol. 2022-September. p. 66-70 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Contexts 33%
  • Roles 33%
  • Machine Learning 33%
  • Training Data 33%
  1 Citation (Scopus)

  97 Downloads (Pure)

• Data Augmentation Using Spectral Warping for Low Resource Children ASR

  Kathania, H. K., Kadyan, V., Kadiri, S. R. & Kurimo, M., Dec 2022, In: Journal of Signal Processing Systems. 94, 12, p. 1507-1513 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Systems Performance 100%
  • Speech Recognition 100%
  • Speech Recognition System 100%
  • Speaker Variability 100%
  • Prediction Residual 50%
  7 Citations (Scopus)

  64 Downloads (Pure)

• Donate Speech: Collecting and Sharing a Large-Scale Speech Database for Social Sciences, Humanities and Artificial Intelligence Research and Innovation

  Lindén, K., Jauhiainen, T., Lennes, M., Kurimo, M., Rossi, A., Kurki, T. & Pitkänen, O., Oct 2022, CLARIN : the infrastructure for language resources. De Gruyter, 30 p. (Digital Linguistics; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  Open Access

  File

  • Innovation 100%
  • Social Sciences 100%
  • Speech Production 100%
  • Artificial Intelligence 100%
  • Collecting 100%
  57 Downloads (Pure)

• Donera prat för AI-utveckling till Språkbanken i Finland

  Lindén, K., Lennes, M., Jauhiainen, T., Kurimo, M. & Rossi, A., 2022, In: Språk i Norden. 52, 1, 16 p., 132412.

  Research output: Contribution to journal › Article › Professional

  Open Access

• Gaming enhances learning-induced plastic changes in the brain

  Junttila, K., Smolander, A. R., Karhila, R., Giannakopoulou, A., Uther, M., Kurimo, M. & Ylinen, S., Jul 2022, In: Brain and Language. 230, 105124.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Child 100%
  • Plastic 100%
  • Children 100%
  • Brain 100%
  • Measurement 50%
  6 Citations (Scopus)

  212 Downloads (Pure)

• Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0

  Rouhe, A., Virkkunen, A., Leinonen, J. & Kurimo, M., 2022, Proceedings of Interspeech'22. International Speech Communication Association (ISCA), p. 3543-3547 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Attention 100%
  • Comparison 100%
  • Hybrid 100%
  • Model 90%
  • Models 90%
  6 Citations (Scopus)

  301 Downloads (Pure)

• Mitä kone kuulee? Puheen ja äänten tunnistus vanhoista kotimaisista elokuvista

  Virkkunen, A., Moisio, A., Grósz, T. & Kurimo, M., 21 Dec 2022, In: Lähikuva. 35, 4, p. 57-69 13 p.

  Research output: Contribution to journal › Review Article

  Open Access

  File
  23 Downloads (Pure)

• Morfessor-enriched features and multilingual training for canonical morphological segmentation

  Rouhe, A., Grönroos, S.-A., Virpioja, S., Creutz, M. & Kurimo, M., 2022, Proceedings of the 19th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology. Association for Computational Linguistics, p. 144-151 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Training Data 100%
  • Segmentation 100%
  • Models 66%
  • Unsupervised Method 66%
  • Wikipedia 33%
  58 Downloads (Pure)

• Semiautomatic Speech Alignment for Under-Resourced Languages

  Leinonen, J., Partanen, N., Virpioja, S. & Kurimo, M., 2022, Proceedings of the Workshop on Resources and Technologies for Indigenous, Endangered and Lesser-resourced Languages in Eurasia (EURALI). European language resources distribution agency, p. 17-21 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Target Language 100%
  • Models 50%
  • Speech Recognizer 50%
  • Complex Task 50%
  • Domain Expertise 50%
  45 Downloads (Pure)

• Tracing Signs of Urbanity in the Finnish Fiction Film of the 1950s: Toward a Multimodal Analysis of Audiovisual Data

  Grósz, T., Kallioniemi, N., Kiiskinen, H., Laine, K., Moisio, A., Römpötti, T., Virkkunen, A., Salmi, H., Kurimo, M. & Laaksonen, J., 2022, Proceedings of the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Long Papers. CEUR, Vol. 3232. p. 63-78 16 p. (CEUR Workshop Proceedings; no. 3232).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Audio-visual 100%
  • Fiction Film 100%
  • Signs 100%
  • 1950s 100%
  • Urbanity 100%
  1 Citation (Scopus)

  74 Downloads (Pure)

• Wav2vec2-based Paralinguistic Systems to Recognise Vocalised Emotions and Stuttering

  Grósz, T., Porjazovski, D., Getman, Y., Kadiri, S. & Kurimo, M., Oct 2022, Proceedings of the 30th ACM International Conference on Multimedia. ACM, 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Challenges 100%
  • System 100%
  • Stuttering 100%
  • Paralanguage 100%
  • Experimental 25%
  131 Downloads (Pure)

• wav2vec2-based Speech Rating System for Children with Speech Sound Disorder

  Getman, Y., Al-Ghezi, R., Voskoboinik, E., Grósz, T., Kurimo, M., Salvi, G., Svendsen, T. & Strömbergsson, S., 2022, Proceedings of Interspeech'22. International Speech Communication Association (ISCA), p. 3618-3622 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Communication 50%
  • Human Performance 50%
  • Speaking 50%
  16 Citations (Scopus)

  328 Downloads (Pure)

• When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its Intensity

  Alnajjar, K., Hämäläinen, M., Tiedemann, J., Laaksonen, J. & Kurimo, M., Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 6875-6886 12 p. (Proceedings of the International Conference on Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File
  69 Downloads (Pure)
• 2021

  Advances in subword-based HMM-DNN speech recognition across languages

  Smit, P., Virpioja, S. & Kurimo, M., Mar 2021, In: Computer Speech and Language. 66, 18 p., 101158.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Language Modeling 100%
  • Speech Recognition 100%
  • Models 55%
  • Neural Network 33%
  30 Citations (Scopus)

  158 Downloads (Pure)

• An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR

  Rouhe, A., Van Camp, A., Singh, M., Van Hamme, H. & Kurimo, M., 2021, Speech and Computer - 23rd International Conference, SPECOM 2021, Proceedings. Karpov, A. & Potapova, R. (eds.). Springer, p. 602-613 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12997 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Deep Neural Network 100%
  • Case Study 100%
  • Modeling 20%
  • Standards 20%
  4 Citations (Scopus)

  125 Downloads (Pure)

• Attention-Based End-To-End Named Entity Recognition From Speech

  Porjazovski, D., Leinonen, J. & Kurimo, M., 2021, Text, Speech, and Dialogue - 24th International Conference, TSD 2021, Proceedings. Ekštein, K., Pártl, F. & Konopík, M. (eds.). Springer, p. 469 - 480 12 p. (Lecture Notes in Computer Science; vol. 12848 ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Named Entity Recognition 100%
  • Speech Recognition 66%
  • Named Entity Recognition System 66%
  • Standards 33%
  • Speech Recognition System 33%
  4 Citations (Scopus)

  211 Downloads (Pure)

• Grapheme-Based Cross-Language Forced Alignment: Results with Uralic Languages

  Leinonen, J., Virpioja, S. & Kurimo, M., 1 May 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Linköping University Electronic Press, p. 345-350 6 p. (Linköping Electronic Conference Proceedings; no. 178)(NEALT Proceedings Series; vol. 45).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Linguistics 100%
  • Speed-up 100%
  • Research 100%
  • Resources 100%
  68 Downloads (Pure)