From sonority hierarchy to posterior probability as a measure of lenition: The case of Spanish stops. 2023

Kevin Tang, and Ratree Wayland, and Fenqi Wang, and Sophia Vellozzi, and Rahul Sengupta, and Lori Altmann
Department of English Language and Linguistics, Institute of English and American Studies, Heinrich-Heine-University, Düsseldorf, 40225, Germany.

A deep learning Phonet model was evaluated as a method to measure lenition. Unlike quantitative acoustic methods, recurrent networks were trained to recognize the posterior probabilities of sonorant and continuant phonological features in a corpus of Argentinian Spanish. When applied to intervocalic and post-nasal voiced and voiceless stops, the approach yielded lenition patterns similar to those previously reported. Further, additional patterns also emerged. The results suggest the validity of the approach as an alternative or addition to quantitative acoustic measures of lenition.

UI MeSH Term Description Entries
D008037 Linguistics The science of language, including phonetics, phonology, morphology, syntax, semantics, pragmatics, and historical linguistics. (Random House Unabridged Dictionary, 2d ed) Linguistic
D011336 Probability The study of chance processes or the relative frequency characterizing a chance process. Probabilities
D000162 Acoustics The branch of physics that deals with sound and sound waves. In medicine it is often applied in procedures in speech and hearing studies. With regard to the environment, it refers to the characteristics of a room, auditorium, theatre, building, etc. that determines the audibility or fidelity of sounds in it. (From Random House Unabridged Dictionary, 2d ed) Acoustic

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