Dataset to publication: "Neighbors and relatives: How do speech embeddings reflect linguistic connections across the world?"
Törö, Tuukka; Suni, Antti; Simko, Juraj;
Dataset to publication: "Neighbors and relatives: How do speech embeddings reflect linguistic connections across the world?"
Dataset of voxlingua107-xls-r-300m-wav2vec (Alumäe & Kukk, 2022) language identification model embeddings extracted from utterances from the Common Voice 16.1 (Ardila et al., 2020) dataset. Used in "Neighbors and relatives: How do speech embeddings reflect linguistic connections across the world?". Preprint available at https://arxiv.org/abs/2506.08564 Code available at https://github.com/TuukkaOT/speech_embedding_analyzer
- University of Helsinki Finland
linguistic geography, linguistic diversity, speech embeddings, linguistic phylogeny, speech processing
linguistic geography, linguistic diversity, speech embeddings, linguistic phylogeny, speech processing
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average
selected citations
Citations provided by BIP!
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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