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Otsuka-Lab/U-FSA
U-FSA is a machine learning model from Otsuka-Lab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as fair-noncommercial-research-license.
This reposigtory contained the code of CNN regressors used in the experiment writtten in the following paper.
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From the Hugging Face model README
This reposigtory contained the code of CNN regressors used in the experiment writtten in the following paper.
If you use any of the resources provided on this page in any of your publications we ask you to cite the following paper.
Momoka Tajima, Issa Tamura, Ayaka Sasaki and Kazuhiro Otsuka, “Unified Functional Spectrum Analysis: A Framework for Understanding Nonverbal Multimodal Multifunctional Interactions in Multiparty Conversations,” in IEEE Access, vol. 14, pp. 47538-47559, 2026, doi: 10.1109/ACCESS.2026.3677436
Open Access: https://ieeexplore.ieee.org/document/11455998
Bibtex <br> @ARTICLE{U-FSA,<br> author={Tajima, Momoka and Tamura, Issa and Sasaki, Ayaka and Otsuka, Kazuhiro},<br> journal={IEEE Access}, <br> title={Unified Functional Spectrum Analysis: A Framework for Understanding Nonverbal Multimodal Multifunctional Interactions in Multiparty Conversations}, <br> year={2026},<br> volume={14},<br> number={},<br> pages={47538-47559},<br> doi={10.1109/ACCESS.2026.3677436}<br> }
The data is available from NVFCorpus repository in our laboraty's repository on the Hugging Face.