Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master's degree
Award Date: 15 Dec 2020
Bachelor's degree, Engineering and Technology, University Goce Delcev Stip
Award Date: 26 Jan 2018
Keywords
- spoken language understanding
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Dive into the research topics where Dejan Porjazovski is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 AccessFile28 Downloads (Pure) -
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 AccessFile1 Citation (Scopus)38 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 AccessFile3 Citations (Scopus)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 AccessFile8 Citations (Scopus)201 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)
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LAREINA: LAREINA - Language Resource Infrastructure for AI
Kurimo, M. (Principal investigator), Moisio, A. (Project Member), Getman, Y. (Project Member), Porjazovski, D. (Project Member), Rouhe, A. (Project Member) & Virkkunen, A. (Project Member)
01/01/2023 → 31/12/2025
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
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-: Movie Making Finland: Finnish fiction films as audiovisual big data, 1907-2017
Kurimo, M. (Principal investigator), Virkkunen, A. (Project Member), Moisio, A. (Project Member), Porjazovski, D. (Project Member) & Kathania, H. (Project Member)
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
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MeMAD: Methods for Managing Audiovisual Data: Combining Automatic Efficiency with Human Accuracy
Kurimo, M. (Principal investigator), Grönroos, S.-A. (Project Member), Brander, T. (Project Member), Porjazovski, D. (Project Member), Raitio, R. (Project Member), Grósz, T. (Project Member), Virkkunen, A. (Project Member) & Rouhe, A. (Project Member)
27/12/2017 → 31/03/2021
Project: EU: Framework programmes funding
Datasets
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Trained models for the paper: Topic Identification for Spontaneous Speech: Enriching Audio Features with Embedded Linguistic Information
Porjazovski, D. (Creator), Zenodo, Aug 2023
DOI: 10.23919/EUSIPCO58844.2023.10289822, https://zenodo.org10158851
Dataset: Software or code
Prizes
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The ACM Multimedia 2023 Computational Paralinguistics Challenge Prize
Grósz, T. (Recipient), Porjazovski, D. (Recipient), Getman, Y. (Recipient) & Kurimo, M. (Recipient), 2023
Prize: Invitation or ranking in competition
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