no code implementations • WS (NoDaLiDa) 2019 • Jeff Ens, Mika Hämäläinen, Jack Rueter, Philippe Pasquier
Endangered Uralic languages present a high variety of inflectional forms in their morphology.
no code implementations • 26 Apr 2024 • Ahmed M. Abuzuraiq, Philippe Pasquier
In this paper, we map out the landscape of options available to visual artists for creating personal artworks, including crafting, adapting and navigating deep generative models.
1 code implementation • 10 Feb 2023 • Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, Ghassan Hamarneh
The EUCA study findings, the identified explanation forms and goals for technical specification, and the EUCA study dataset support the design and evaluation of end-user-centered XAI techniques for accessible, safe, and accountable AI.
no code implementations • 18 Aug 2022 • Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, Xiaoxiao Li, Ghassan Hamarneh
The boundaries of existing explainable artificial intelligence (XAI) algorithms are confined to problems grounded in technical users' demand for explainability.
1 code implementation • 4 Feb 2021 • Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, Ghassan Hamarneh
The ability to explain decisions to end-users is a necessity to deploy AI as critical decision support.
Decision Making Explainable artificial intelligence Human-Computer Interaction
3 code implementations • 13 Aug 2020 • Jeff Ens, Philippe Pasquier
We propose the Multi-Track Music Machine (MMM), a generative system based on the Transformer architecture that is capable of generating multi-track music.
no code implementations • 20 Feb 2020 • Jianyu Fan, Eric Nichols, Daniel Tompkins, Ana Elisa Mendez Mendez, Benjamin Elizalde, Philippe Pasquier
State of the art sound event retrieval models have focused on single-label audio recordings, with only one sound event occurring, rather than on multi-label audio recordings (i. e., multiple sound events occur in one recording).
no code implementations • 20 Feb 2020 • Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier
In this study, we examine whether we can analyze and compare Western and Chinese classical music based on soundscape models.
no code implementations • 20 Mar 2019 • Omid Alemi, Philippe Pasquier
The rise of non-linear and interactive media such as video games has increased the need for automatic movement animation generation.