Article In:
Diachronica: Online-First ArticlesUsing acoustic-phonetic simulations to model historical sound change
We introduce a method for investigating sound change using audio proxies and interpolation between them. Using
this method leads us to consider the possible trajectories of attested sound changes in acoustic space and allows us to run speech
perception experiments with the interpolated sounds to examine the patterning of perceptual judgements. We discuss the
implications for understanding rate and magnitude of sound changes and present the approach as one which might fruitfully be
applied to a wide range of studies.
Keywords: simulation, sound change, continua, perception, acoustics
Article outline
- 1.Introduction
- 2.Method for simulating sound change
- 2.1Preliminaries
- 2.2Speech morphing
- 3.Example simulations
- 4.Using audio continua in perception studies
- 4.1Perception of Old English “breaking” of short vowels
- 4.2Perception of a prosodic change: Simulation of left-to-right accent shift in Latin
- 5.Calculating magnitudes and rates of sound changes
- 6.What may we learn from sound change simulations?
- 6.1The utility of calculating rates of change
- 6.2Falsifiability
- 7.Conclusion
- Notes
- Abbreviations
-
References
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References (47)
Anthony, David W. 2007. The horse, the wheel, and language: How
Bronze-Age riders from the Eurasian steppes shaped the modern world. Princeton, NJ: Princeton University Press. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Chang, Will, Chundra Cathcart, David Hall & Andrew Garrett. 2015. Ancestry-constrained
phylogenetic analysis supports the Indo-European steppe
hypothesis. Language 91(1). 194–244. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Coleman, John. 2005. Introducing
speech and language processing. Cambridge: Cambridge University Press.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Coleman, John, John Aston & David Pigole. 2015. Reconstructing
the sounds of words from the past. International Congress of Phonetic Sciences
(ICPhS) 181.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Eaton, John W., David Bateman, Søren Hauberg & Rik Wehbring. 2020. GNU
Octave version 6.1.0 manual: A high-level interactive language for numerical computations. [URL] (19 July,
2023).
Erro, Daniel, Iñaki Sainz, Ibon Saratxaga, Eva Navas & Inma Hernáez. 2010. MFCC+F0
extraction and waveform reconstruction using HNM: Preliminary results in an HMM-based
synthesizer. In Carmen García Mateo, Francisco Campillo Díaz & Francisco Méndez Pazó (eds.), FALA
2010: “VI jornadas en tecnología del habla” & “II Iberian SLTech”: Speech and language technologies for Iberian
languages, 29–32.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Fortson, Benjamin W., IV. 2010. Indo-European
language and culture: An introduction. Malden, MA: Wiley-Blackwell. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Fox, Anthony. 1995. Linguistic
reconstruction: An introduction to theory and
method. Oxford: Oxford University Press. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Fry, Dennis B., Arthur S. Abramson, Peter D. Eimas & Alvin M. Liberman. 1962. The
identification and discrimination of synthetic vowels. Language and
Speech 5(4). 171–189. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Garde, Paul. 1976. Histoire
de l’accentuation slave (Collection de Manuels
7:2). Paris: Institut d’Études Slaves.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Heggarty, Paul, Cormac Anderson, Matthew Scarborough, Benedict King, Recmo Bouckaert, Lechosław Jocz, Martin Joachim Kümmel, inter
alia & Russell D. Gray. 2023. Language
trees with sampled ancestors support a hybrid model for the origin of Indo-European
languages. Science 3811(6656). ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Hermes, Zainab, Marissa Barlaz, Ryan Shosted, Zhi-Pei Liang & Brad Sutton. 2017. Phonetic
correlates of pharyngeal and pharyngealized consonants in Saudi, Lebanese, and Jordanian Arabic: An rt-MRI
study. In Francisco Lacerda, David House, Mattias Heldner, Joakim Gustafson, Sofia Strömbergsson & Marcin Włodarczak (eds.), 18th
annual conference of the International Speech Communication Association (INTERSPEECH
2017), 201–205. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Howell, Robert B. 1991. Old English breaking and its Germanic
analogues (Linguistische Arbeiten
253). Tübingen: Max Niemeyer Verlag. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Jacobs, Haike. 2003. The
change from left word-edge stress to right word-edge stress. In Maria-Josep Solé, Daniel Recasens & Joaquín Romero (eds.), Proceedings
of the 15th International Congress of Phonetic
Sciences (ICPhS), 71–74. Barcelona: Futurgraphic.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Jakobson, Roman. 1957. Mufaxxama:
The ‘emphatic’ phonemes in Arabic. In Ernst Pulgram (ed.), Studies
presented to Joshua Whatmough on his sixtieth
birthday, 105–115. The Hague: Mouton. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Kavitskaya, Darya. 2002. Compensatory
lengthening: Phonetics, phonology, diachrony. New York: Routledge. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Kroonen, Guus. 2013. Etymological
dictionary of Proto-Germanic (Leiden Indo-European Etymological Dictionary Series
11). Leiden: Brill.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Lahiri, Aditi. 2015. Change
in word prosody: Stress and quantity. In Patrick Honeybone & Joseph Salmons (eds.), The
Oxford handbook of historical
phonology, 219–244. Oxford: Oxford University Press. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Lass, Roger. 1994. Old
English: A historical linguistic
companion. Cambridge: Cambridge University Press. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Laziridis, Iosif, Songül Alpaslan-Roodenberg, Ayşe Acar, Ayşen Açikkol, Anagnostis Agelarakis, Levon Aghikyan, Uğur Ayküz, inter
alia & David Reich. 2022. The
genetic history of the Southern Arc: A bridge between West Asia and
Europe. Science 377(6609). eabm4247. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Liberman, Alvin M., Katherine S. Harris, Howard S. Hoffman & Belver C. Griffith. 1957. The
discrimination of speech sounds within and across phoneme boundaries. Journal of Experimental
Psychology 54(5). 358–368. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Librado, Pablo, Naveed Khan, Antoine Fages, Mariya A. Kusliy, Tomasz Suchan, Laure Tonasso-Calvière, Stéphanie Schiavinato, inter
alia & Ludovic Orlando. 2021. The
origins and spread of domestic horses from the Western Eurasian
steppes. Nature 5981. 634–640. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Lindau, Mona. 1985. The
story of /r/. In Victoria A. Fromkin (ed), Phonetic
linguistics: Essays in honor of Peter
Ladefoged, 157–168. Orlando, FL: Academic Press.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Moore, David R., Joy F. Rosenberg & John S. Coleman. 2005. Discrimination
training of phonemic contrasts enhances phonological processing in mainstream school
children. Brain and
Language 94(1). 72–85. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Moulines, Eric & Francis Charpentier. 1990. Pitch-synchronous
waveform processing techniques for text-to-speech synthesis using diphones. Speech
Communication 9(5–6). 453–467. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Natvig, David A. 2020. Rhotic underspecification:
Deriving variability and arbitrariness through phonological representations. Glossa: A Journal
of General
Linguistics 5(1). 1–28. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Nishimura, Kanehiro. 2014. On
accent in the Italic languages: Nature, position, and history. Studia Linguistica Universitatis
Iagellonicae
Cracoviensis (SLing) 131(2). 161–192. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ohala, John J. 1989. Sound change is drawn from a
pool of synchronic variation. In Leiv E. Breivik & Ernst H. Jahr (eds.), Language
change: Contributions to the study of its causes (Trends in Linguistics. Studies and Monographs
[TiLSM] 43), 173–198. Berlin, New York: De Gruyter Mouton. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Pagel, Mark, Quentin D. Atkinson & Andrew Meade. 2007. Frequency
of word-use predicts rates of lexical evolution throughout Indo-European
history. Nature 4491. 717–720. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Penney, Joshua, Felicity Cox, Kelly Miles & Sallyanne Palethorpe. 2018. Glottalisation
as a cue to coda consonant voicing in Australian English. Journal of
Phonetics 661. 161–184. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Pope, Mildred K. 1934. From Latin to Modern French with
especial consideration of Anglo-Norman: Phonology and
morphology. Manchester: Manchester University Press.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Rasmussen, Jens E. 1983. Determining Proto-Phonetics by
circumstantial evidence: The case of the Indo-European
laryngeals. In Fred Karlsson (ed.), Papers
from the seventh Scandinavian Conference of Linguistics
(SCL), 371–384. Helsinki: University of Helsinki.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Renfrew, Colin. 1987. Archaeology
and language: The puzzle of Indo-European
origins. London: Jonathan Cape.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Reynolds, Elinor, Paula West & John S. Coleman. 2000. Proto-Indo-European
‘laryngeals’ were
vocalic. Diachronica 17(2). 351–387. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Rezlescu, Constantin, Iulian Danaila, Alexandru Miron & Ciprian Amariei. 2020. More
time for science: Using Testable to create and share behavioral experiments faster, recruit better participants, and engage
students in hands-on research. In Beth Louise Parkin (ed.), Real-world
applications in cognitive neuroscience (Progress in Brain Research
253), 243–262. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ringe, Don. 2006. From
Proto-Indo-European to Proto-Germanic: A linguistic history of English (vol.
1). Oxford: Oxford University Press. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Sakoe, Hiroaki & Seibi Chiba. 1978. Dynamic
programming algorithm optimization for spoken word recognition. IEEE Transactions on Acoustics,
Speech and Signal
Processing 26(1). 43–49. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Schrijver, Peter. 1995. Studies
in British Celtic historical phonology (Leiden Studies in Indo-European
5). Amsterdam: Rodopi. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Skarnitzl, Radek & Anders Eriksson. 2017. The
acoustics of word stress in Czech as a function of speaking
style. In Francisco Lacerda, David House, Mattias Heldner, Joakim Gustafson, Sofia Strömbergsson & Marcin Włodarczak (eds.), 18th
annual conference of the International Speech Communication Association (INTERSPEECH
2017), 3221–3225. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Stockwell, Robert P. 2002. Retraction and rounding in Old
English breaking. In David Restle & Dietmar Zaefferer (eds.), Sounds
and systems: Studies in structure and change: A Festschrift for Theo Vennemann (Trends in Linguistics.
Studies and Monographs [TiLSM] 141), 121–137. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Swadesh, Morris. 1955. Towards
greater accuracy in lexicostatistic dating. International Journal of American
Linguistics 21(2). 121–137. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)