Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master's degree, Engineering and Technology
Award Date: 15 Dec 2018
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 5 Gender Equality
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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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 AccessFile147 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 AccessFile11 Citations (Scopus)129 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 AccessFile12 Citations (Scopus)236 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 AccessFile22 Citations (Web of Science)331 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 AccessFile11 Citations (Scopus)393 Downloads (Pure)
Projects
- 6 Finished
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LAREINA: LAREINA - Language Resource Infrastructure for AI
Kurimo, M. (Principal investigator), Moisio, A. (Project Member), Virkkunen, A. (Project Member), Shen, J. (Project Member), Sõrmus, B. (Project Member), Porjazovski, D. (Project Member), Grósz, T. (Project Member), Getman, Y. (Project Member), Bijoy, M. (Project Member) & Rouhe, A. (Project Member)
01/01/2023 → 31/12/2025
Project: BF Co-Innovation
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USSEE: Understanding Speech and Scene with Ears and Eyes
Kurimo, M. (Principal investigator), Sarvas, M. (Project Member), Virkkunen, A. (Project Member) & Grósz, T. (Project Member)
01/01/2022 → 31/12/2024
Project: RCF Academy Project
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-: Movie Making Finland: Finnish fiction films as audiovisual big data, 1907-2017
Kurimo, M. (Principal investigator), Jain, A. (Project Member), Porjazovski, D. (Project Member), Moisio, A. (Project Member), Kathania, H. (Project Member) & Virkkunen, A. (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), Grósz, T. (Project Member), Brander, T. (Project Member), Porjazovski, D. (Project Member), Virkkunen, A. (Project Member), Choudhary, S. (Project Member), Xu, Z. (Project Member), Rouhe, A. (Project Member), Lindgren, M. (Project Member) & Raitio, R. (Project Member)
27/12/2017 → 31/03/2021
Project: EU: Framework programmes funding
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Conversation assistant for the hearing impaired
Palomäki, K. (Principal investigator), Virkkunen, A. (Project Member), Singh, M. (Project Member), Rouhe, A. (Project Member), Leinonen, J. (Project Member), Lukkarila, J. (Project Member) & Enarvi, S. (Project Member)
01/10/2016 → 30/09/2018
Project: Academy of Finland: Other research funding
Datasets
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Models for MeMAD language identification pipeline
Virkkunen, A. (Creator) & Lindgren, M. (Creator), Zenodo, 1 Feb 2021
DOI: 10.5281/zenodo.4486872, https://zenodo.org/record/4486873
Dataset
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Speech recognition alignments for Finnish parliament data
Virkkunen, A. (Creator), Mansikkaniemi, A. (Creator) & Kurimo, M. (Creator), Zenodo, 15 May 2021
DOI: 10.5281/zenodo.4581940, https://zenodo.org/record/4581941
Dataset
Press/Media
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New Language Resources and Evaluation Findings Has Been Reported by Investigators at Aalto University (Finnish Parliament Asr Corpus Analysis, Benchmarks and Statistics)
Kurimo, M., Virkkunen, A., Rouhe, A. & Phan, N.
01/05/2023
1 item of Media coverage
Press/Media: Media appearance