Research output per year
Research output per year
- 16 results
Search results
-
2025
Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs
Voskoboinik, E., Phan, N., Grósz, T. & Kurimo, M., 2025, The Workshop on Automatic Assessment of Atypical Speech (AAAS-2025). Proceedings of the Workshop. University of Tartu Library, 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile27 Downloads (Pure) -
2024
Exploring adaptation techniques of large speech foundation models for low-resource ASR: a case study on Northern Sámi
Getman, Y., Grósz, T., Hiovain-Asikainen, K. & Kurimo, M., 2024, Interspeech 2024. International Society for Computers and Their Applications (ISCA) , p. 2539-2543 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 AccessFile23 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 AccessFile30 Downloads (Pure) -
Multimodal Humor Detection and Social Perception Prediction
Bijoy, M. H., Porjazovski, D., Phan, N., Huang, G., Grósz, T. & Kurimo, M., 28 Oct 2024, MuSe 2024 - Proceedings of the 5th Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, Co-Located with: MM 2024. ACM, p. 60-64 5 p. (MuSe 2024 - Proceedings of the 5th Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, Co-Located with: MM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile1 Citation (Scopus)6 Downloads (Pure) -
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 AccessFile4 Citations (Scopus)45 Downloads (Pure) -
What happens in continued pre-training? Analysis of self-supervised speech models with continued pre-training for colloquial Finnish ASR
Getman, Y., Grósz, T. & Kurimo, M., 2024, Interspeech 2024. International Society for Computers and Their Applications (ISCA) , p. 5043-5047 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 AccessFile10 Downloads (Pure) -
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 AccessFile4 Citations (Scopus)22 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 AccessFile9 Citations (Scopus)58 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 AccessFile8 Citations (Scopus)149 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 AccessFile3 Citations (Scopus)71 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 AccessFile11 Citations (Scopus)232 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 Access1 Citation (Scopus) -
2022
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 AccessFile2 Citations (Scopus)70 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 AccessFile7 Citations (Scopus)314 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 AccessFile32 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 AccessFile140 Downloads (Pure)