Papers with generative probability model

1 papers
A Deep Generative Model of Vowel Formant Typology (N18-1)

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Challenge: a recent study has investigated the nature of vowel inventories, i.e., which vowels a language contains . a probabilistic approach does not rule out linguistic systems completely, but it can position phenomena on a scale from very common to very improbable.
Approach: They propose a generative probability model of vowel inventory typology based on acoustic information rather than discrete symbols from the international phonetic alphabet.
Outcome: The proposed model uses acoustic information rather than discrete symbols from the phonetic alphabet.

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