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Assessing surface phonological specification through simulation and classification of phonetic trajectories

  • Jason A. Shaw (a1) and Shigeto Kawahara (a2)
Abstract

Many previous studies have argued that phonology may leave some phonetic dimensions unspecified in surface representations. We introduce computational tools for assessing this possibility though simulation and classification of phonetic trajectories. The empirical material used to demonstrate the approach comes from electromagnetic articulography recordings of high-vowel devoicing in Japanese. Using Discrete Cosine Transform, tongue-dorsum movement trajectories are decomposed into a small number of frequency components (cosines differing in frequency and amplitude) that correspond to linguistically meaningful signal modulations, i.e. articulatory gestures. Stochastic generators of competing phonological hypotheses operate in this frequency space. Distributions over frequency components are used to simulate (i) the vowel-present trajectories and (ii) the vowel-absent trajectories. A Bayesian classifier trained on simulations assigns posterior probabilities to unseen data. Results indicate that /u/ is optionally produced without a vowel-height specification in Tokyo Japanese and that the frequency of such targetlessness varies systematically across phonological environments.

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Alderete, John (1995). Winnebago accent and Dorsey's Law. In Beckman, Jill, Dickey, Laura Walsh & Urbanczyk, Suzanne (eds.) Papers in Optimality Theory. Amherst: GLSA. 2151.
Anttila, Arto (1997). Deriving variation from grammar. In Hinskens, et al. (1997). 35–68.
Archangeli, Diana (1988). Aspects of underspecification theory. Phonology 5. 183207.
Arvaniti, Amalia & Ladd, D. Robert (2015). Underspecification in intonation revisited: a reply to Xu, Lee, Prom-on and Liu. Phonology 32. 537541.
Bayles, Andrew, Kaplan, Aaron & Kaplan, Abby (2016). Inter- and intra-speaker variation in French schwa. Glossa 1(1):19. https://doi.org/10.5334/gjgl.54.
Beckman, Mary E. (1982). Segment duration and the ‘mora’ in Japanese. Phonetica 39. 113135.
Beckman, Mary E. (1996). When is a syllable not a syllable? In Otake, Takashi & Cutler, Anne (eds.) Phonological structure and language processing: cross-linguistic studies. Berlin & New York: Mouton de Gruyter. 95123.
Beckman, Mary E. & Shoji, Atsuko (1984). Spectral and perceptual evidence for CV coarticulation in devoiced /si/ and /syu/ in Japanese. Phonetica 41. 6171.
Berent, Iris, Lennertz, Tracy, Smolensky, Paul & Vaknin-Nusbaum, Vered (2009). Listeners’ knowledge of phonological universals: evidence from nasal clusters. Phonology 26. 75108.
Berent, Iris, Steriade, Donca, Lennertz, Tracy & Vaknin, Vered (2007). What we know about what we have never heard: evidence from perceptual illusions. Cognition 104. 591630.
Berry, Jeffrey J. (2011). Accuracy of the NDI Wave Speech Research System. Journal of Speech, Language, and Hearing Research 54. 12951301.
Blackwood Ximenes, Arwen, Shaw, Jason A. & Carignan, Christopher (2017). A comparison of acoustic and articulatory methods for analyzing vowel differences across dialects: data from American and Australian English. JASA 142. 363377.
Boersma, Paul & Hayes, Bruce (2001). Empirical tests of the Gradual Learning Algorithm. LI 32. 4586.
Browman, Catherine P. & Goldstein, Louis (1992). ‘Targetless’ schwa: an articulatory analysis. In Docherty, Gerard J. & Ladd, D. Robert (eds.) Papers in laboratory phonology II: gesture, segment, prosody. Cambridge: Cambridge University Press. 2656.
Carré, Rene & Chennoukh, Samir (1995). Vowel-consonant-vowel modeling by superposition of consonant closure on vowel-to-vowel gestures. JPh 23. 231241.
Choi, John D. (1995). An acoustic-phonetic underspecification account of Marshallese vowel allophony. JPh 23. 323347.
Chomsky, Noam & Halle, Morris (1968). The sound pattern of English. New York: Harper & Row.
Coetzee, Andries W. & Kawahara, Shigeto (2013). Frequency biases in phonological variation. NLLT 31. 4789.
Coetzee, Andries W. & Pater, Joe (2011). The place of variation in phonological theory. In Goldsmith, John, Riggle, Jason & Yu, Alan (eds.) The handbook of phonological theory. 2nd edn. Malden, Mass. & Oxford: Wiley-Blackwell. 401431.
Cohen Priva, Uriel (2017). Informativity and the actuation of lenition. Lg 93. 569597.
Cohn, Abigail C. (1993). Nasalisation in English: phonology or phonetics. Phonology 10. 4381.
Coleman, John (2001). The phonetics and phonology of Tashlhiyt Berber syllabic consonants. Transactions of the Philological Society 99. 2964.
Davidson, Lisa (2006a). Comparing tongue shapes from ultrasound imaging using smoothing spline analysis of variance. JASA 120. 407415.
Davidson, Lisa (2006b). Schwa elision in fast speech: segmental deletion or gestural overlap? Phonetica 63. 79112.
Davidson, Lisa (2010). Phonetic bases of similarities in cross-language production: evidence from English and Catalan. JPh 38. 272288.
Davidson, Lisa & Shaw, Jason A. (2012). Sources of illusion in consonant cluster perception. JPh 40. 234248.
Davis, Stuart & Baertsch, Karen (2011). On the relationship between codas and onset clusters. In Cairns, Charles E. & Raimy, Eric (eds.) Handbook of the syllable. Leiden & Boston: Brill. 7197.
Dell, François & Elmedlaoui, Mohamed (1985). Syllabic consonants and syllabification in Imdlawn Tashlhiyt Berber. Journal of African Languages and Linguistics 7. 105130.
Elvin, Jaydene, Williams, Daniel & Escudero, Paola (2016). Dynamic acoustic properties of monophthongs and diphthongs in Western Sydney Australian English. JASA 140. 576581.
Fujimoto, Masako (2015). Vowel devoicing. In Kubozono, Haruo (ed.) The handbook of Japanese phonetics and phonology. Berlin: de Gruyter Mouton. 167214.
Gafos, Adamantios I. (2002). A grammar of gestural coordination. NLLT 20. 269337.
Gafos, Adamantios I., Charlow, Simon, Shaw, Jason A. & Hoole, Philip (2014). Stochastic time analysis of syllable-referential intervals and simplex onsets. JPh 44. 152166.
Gafos, Adamantios I., Hoole, Philip, Roon, Kevin & Zeroual, Chakir (2010). Variation in overlap and phonological grammar in Moroccan Arabic clusters. In Fougeron, Cécile, Kühnert, Barbara, D'Imperio, Mariapaola & Vallée, Nathalie (eds.) Laboratory phonology 10. Berlin & New York: De Gruyter Mouton. 657698.
Gouskova, Maria (2004). Relational hierarchies in Optimality Theory: the case of syllable contact. Phonology 21. 201250.
Gu, Chong (2013). Smoothing spline ANOVA models. 2nd edn. New York: Springer.
Guy, Gregory R. (1997). Competence, performance, and the generative grammar of variation. In Hinskens, et al. (1997). 125–143.
Hale, Kenneth & Eagle, Josie White (1980). A preliminary metrical account of Winnebago accent. IJAL 46. 117132.
Hall, Nancy (2006). Cross-linguistic patterns of vowel intrusion. Phonology 23. 387429.
Hall, Nancy (2013). Acoustic differences between lexical and epenthetic vowels in Lebanese Arabic. JPh 41. 133143.
Hanson, Rebecca (2010). A grammar of Yine (Piro). PhD dissertation, La Trobe University.
Haraguchi, Shosuke (1977). The tone pattern of Japanese: an autosegmental theory of tonology. Tokyo: Kaitakusha.
Hinskens, Frans, van Hout, Roeland & Wetzels, W. Leo (eds.) (1997). Variation, change and phonological theory. Amsterdam & Philadelphia: Benjamins.
Jain, Anil K. (1989). Fundamentals of digital image processing. Englewood Cliffs: Prentice Hall.
Jun, Sun-Ah (ed.) (2014). Prosodic typology II: the phonology of intonation and phrasing. Oxford: Oxford University Press.
Jun, Sun-Ah & Beckman, Mary (1993). A gestural overlap analysis of vowel devoicing in Japanese and Korean. Handout of paper presented at the 67th Annual Meeting of the Linguistic Society of America, Los Angeles.
Jun, Sun-Ah, Beckman, Mary E. & Lee, Hyuck-Joon (1998). Fiberscopic evidence for the influence on vowel devoicing of the glottal configurations for Korean obstruents. UCLA Working Papers in Phonetics 96. 4368.
Kawahara, Shigeto (2015). A catalogue of phonological opacity in Japanese. Version 1.2. Reports of the Keio Institute of Cultural and Linguistic Studies 46. 145–174.
Kawakami, Shin (1977). Nihongo onsei gaisetsu. [Outline of Japanese phonetics.] Tokyo: Oofuu-sha.
Keating, Patricia A. (1988). Underspecification in phonetics. Phonology 5. 275292.
Kondo, Mariko (2000). Vowel devoicing and syllable structure in Japanese. In Nakayama, Mineharu & Quinn, Charles J. Jr (eds.) Japanese/Korean linguistics. Vol. 9. Stanford: CSLI. 125138.
Kondo, Mariko (2005). Syllable structure and its acoustic effects on vowels in devoicing environments. In van de Weijer, Jeroen, Nanjo, Kensuke & Nishihara, Tetsuo (eds.) Voicing in Japanese. Berlin & New York: Mouton de Gruyter. 229245.
Lammert, Adam, Goldstein, Louis, Ramanarayanan, Vikram & Narayanan, Shrikanth (2014). Gestural control in the English past-tense suffix: an articulatory study using real-time MRI. Phonetica 71. 229248.
Lee, Sungbok, Byrd, Dani & Krivokapić, Jelena (2006). Functional data analysis of prosodic effects on articulatory timing. JASA 119. 16661671.
Mooshammer, Christine, Hoole, Philip & Kühnert, Barbara (1995). On loops. JPh 23. 321.
Mrayati, M., Carré, R. & Guérin, B. (1988). Distinctive regions and modes: a new theory of speech production. Speech Communication 7. 257286.
Myers, Scott (1998). Surface underspecification of tone in Chichewa. Phonology 15. 367391.
Nielsen, Kuniko Y. (2015). Continuous versus categorical aspects of Japanese consecutive devoicing. JPh 52. 7088.
Öhman, S. E. G. (1966). Coarticulation in VCV utterances: spectrographic measurements. JASA 39. 151168.
Parrell, Benjamin, Lee, Sungbok & Byrd, Dani (2013). Evaluation of prosodic juncture strength using functional data analysis. JPh 41. 442452.
Perrier, Pascal, Payan, Yohan, Zandipour, Majid & Perkell, Joseph (2003). Influences of tongue biomechanics on speech movements during the production of velar stop consonants: a modeling study. JASA 114. 15821599.
Pierrehumbert, Janet B. (1980). The phonetics and phonology of English intonation. PhD dissertation, MIT.
Pierrehumbert, Janet B. & Beckman, Mary E. (1988). Japanese tone structure. Cambridge, Mass.: MIT Press.
Poser, William J. (1990). Evidence for foot structure in Japanese. Lg 66. 78105.
Recasens, Daniel & Espinosa, Aina (2009). An articulatory investigation of lingual coarticulatory resistance and aggressiveness for consonants and vowels in Catalan. JASA 125. 22882298.
Ridouane, Rachid (2008). Syllables without vowels: phonetic and phonological evidence from Tashlhiyt Berber. Phonology 25. 321359.
Ridouane, Rachid & Fougeron, Cécile (2011). Schwa elements in Tashlhiyt word-initial clusters. Laboratory Phonology 2. 275300.
Saltzman, Elliot, Nam, Hosung, Krivokapić, Jelena & Goldstein, Louis (2008). A task-dynamic toolkit for modeling the effects of prosodic structure on articulation Proceedings of the 4th Conference on Speech Prosody. Campinas, Brazil. 175–184. Available (May 2018) at http://www.isca-speech.org/archive/sp2008/.
Shaw, Jason A., Best, Catherine T., Docherty, Gerard, Evans, Bronwen G., Foulkes, Paul, Hay, Jennifer & Mulak, Karen E. (2018). Resilience of English vowel perception across regional accent variation. Laboratory Phonology 9. http://doi.org/10.5334/labphon.87.
Shaw, Jason A., Chen, Wei-rong, Proctor, Michael I. & Derrick, Donald (2016). Influences of tone on vowel articulation in Mandarin Chinese. Journal of Speech, Language, and Hearing Research 59. S1566S1574.
Shaw, Jason A. & Davidson, Lisa (2011). Perceptual similarity in input–output mappings: a computational/experimental study of non-native speech production. Lingua 121. 13441358.
Shaw, Jason A. & Gafos, Adamantios I. (2010). Quantitative evaluation of competing syllable parses. In Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology. Stroudsburg, PA: Association for Computational Linguistics. 54–62.
Shaw, Jason A. & Gafos, Adamantios I. (2015). Stochastic time models of syllable structure. PLoS One 10. https://doi.org/10.1371/journal.pone.0124714.
Shaw, Jason A., Gafos, Adamantios I., Hoole, Philip & Zeroual, Chakir (2009). Syllabification in Moroccan Arabic: evidence from patterns of temporal stability in articulation. Phonology 26. 187215.
Shaw, Jason A., Gafos, Adamantios I., Hoole, Philip & Zeroual, Chakir (2011). Dynamic invariance in the phonetic expression of syllable structure: a case study of Moroccan Arabic consonant clusters. Phonology 28. 455490.
Shaw, Jason A. & Kawahara, Shigeto (2017). Effects of surprisal and entropy on vowel duration in Japanese. Language and Speech. http://dx.doi.org/10.1177/0023830917737331.
Shaw, Jason A. & Kawahara, Shigeto (2018a). Consequences of high vowel deletion for syllabification in Japanese. In Gallagher, Gillian, Gouskova, Maria & Yin, Sora Heng (eds.) Proceedings of the 2017 Annual Meeting on Phonology. http://dx.doi.org/10.3765/amp.v5i0.4241.
Shaw, Jason A. & Kawahara, Shigeto (2018b). The lingual articulation of devoiced /u/ in Tokyo Japanese. JPh 66. 100119.
Simmons, Joseph P., Nelson, Leif D. & Simonsohn, Uri (2011). False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant. Psychological Science 22. 13591366.
Smith, Caroline L. (1995). Prosodic patterns in the coordination of vowel and consonant gestures. In Connell, Bruce & Arvaniti, Amalia (eds.) Phonology and phonetic evidence: papers in laboratory phonology IV. Cambridge: Cambridge University Press. 205222.
Smolensky, Paul, Goldrick, Matthew & Mathis, Donald (2014). Optimization and quantization in gradient symbol systems: a framework for integrating the continuous and the discrete in cognition. Cognitive Science 38. 11021138.
Solé, Maria-Josep (1992). Phonetic and phonological processes: the case of nasalization. Language and Speech 35. 2943.
Stanton, Juliet & Zukoff, Sam (2018). Prosodic identity in copy epenthesis: evidence for a correspondence-based approach. NLLT 36. 637684.
Strycharczuk, Patrycja (2009). The interaction of Dorsey's Law and stress: a non-foot based approach. Paper presented at the CUNY Conference on the Foot. Handout available (May 2018) at http://personalpages.manchester.ac.uk/staff/patrycja.strycharczuk/CV_files/handout.pdf.
Strycharczuk, Patrycja, Veer, Marijn van ’t, Bruil, Martine & Linke, Kathrin (2014). Phonetic evidence on phonology–morphosyntax interactions: sibilant voicing in Quito Spanish. JL 50. 403452.
Tiede, Mark (2005). MVIEW: software for visualization and analysis of concurrently recorded movement data. New Haven: Haskins Laboratories.
Tsuchida, Ayako (1997). The phonetics and phonology of Japanese vowel devoicing. PhD dissertation, Cornell University.
Vennemann, Theo (1988). Preference laws for syllable structure and the explanation of sound change: with special reference to German, Germanic, Italian, and Latin. Berlin: Mouton de Gruyter.
Watson, Catherine I. & Harrington, Jonathan (1999). Acoustic evidence for dynamic formant trajectories in Australian English vowels. JASA 106. 458468.
Wieling, Martijn, Tomaschek, Fabian, Arnold, Denis, Tiede, Mark, Bröker, Franziska, Thiele, Samuel, Wood, Simon N. & Baayen, R. Harald (2016). Investigating dialectal differences using articulography. JPh 59. 122143.
Wilson, Colin & Davidson, Lisa (2013). Bayesian analysis of non-native cluster production. NELS 40. 265278.
Wood, Sidney (1979). A radiographic analysis of constriction locations for vowels. JPh 7. 2543.
Xu, Yi, Lee, Albert, Prom-on, Santitham & Liu, Fang (2015). Explaining the PENTA model: a reply to Arvaniti and Ladd. Phonology 32. 505535.
Ying, Jia, Carignan, Christopher, Shaw, Jason A., Proctor, Michael, Derrick, Donald & Best, Catherine T. (2017). Temporal dynamics of lateral channel formation in /l/: 3D EMA data from Australian English. Proceedings of Interspeech 2017. 2978–2982. http://dx.doi.org/10.21437/Interspeech.2017-765.
Yip, Moira (2002). Tone. Cambridge: Cambridge University Press.
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