192 citations
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11 papers
From data to corpus: semiotic and documentary issues in audiovisual archives
Peter Stockinger
The article examines the theoretical, methodological, and technical foundations of research on audiovisual corpora within the field of digital humanities. It outlines the main tran…
Animer une base de connaissance: des ontologies aux mod{è}les d'I.A. g{é}n{é}rative
Peter Stockinger
In a context where the social sciences and humanities are experimenting with non-anthropocentric analytical frames, this article proposes a semiotic (structural) reading of the hyb…
Assessing the Impact of Anisotropy in Neural Representations of Speech: A Case Study on Keyword Spotting
Guillaume Wisniewski, Séverine Guillaume, Clara Rosina Fernández
Pretrained speech representations like wav2vec2 and HuBERT exhibit strong anisotropy, leading to high similarity between random embeddings. While widely observed, the impact of thi…
From communities to interpretable network and word embedding: an unified approach
Thibault Prouteau, Nicolas Dugué, Simon Guillot
Modelling information from complex systems such as humans social interaction or words co-occurrences in our languages can help to understand how these systems are organized and fun…
The role of spatial structures and social values in shaping local productive systems -New lessons from the wood-furniture cluster of Jepara, Indonesia
Julien Birgi
This paper revisits the well-known wood-furniture cluster of Jepara (Central Java, Indonesia) with new parameters inspired by the theories of industrial districts and clusters. So…
Establishing degrees of closeness between audio recordings along different dimensions using large-scale cross-lingual models
Maxime Fily, Guillaume Wisniewski, Severine Guillaume +2
In the highly constrained context of low-resource language studies, we explore vector representations of speech from a pretrained model to determine their level of abstraction with…