layout: true background-image: url(theme/3_Wydzial_Anglistyki_better-removebg-preview.png), url(theme/WA_logo_xaringan_small.png), url(theme/ncn-logo-poziom-en.png) background-position: 35% 95%, 50% 92%, 80% 92% background-size: 17%, 3%, 28% --- class: clear, center, middle, hide-logo .font200[.ipa[/aɪt/] sequences that sometimes flap end up with less dramatic F1 trajectories than those that never flap] .font120[Kamil Kaźmierski.ipa[/ˌkamil kaʑˈmjɛrski/]<br> Faculty of English at AMU in Poznań] Accents 2021 :: December 10th, 2021
[kamil.kazmierski@amu.edu.pl](mailto:kamil.kazmierski@amu.edu.pl) <br>
[wa.amu.edu.pl/wa/kazmierski_kamil](http://www.wa.amu.edu.pl/wa/kazmierski_kamil) --- layout: false class: center, middle, keep-h1-up # PRICE raising .pull-left[ ## Before voiceless obstruents ## *sight* .ipa[[ʌi]] (raised) ] .pull-right[ ## Elsewhere ## *side* .ipa[[aɪ]] (not raised) ] .ref[Joos (1942)] --- class: clear background-image: url("media/anae_map10.37_ayraising.png") background-size: contain .pull-right[ .footnote[[🔗 **Map 10.37, ANAE**](https://www.degruyter.com/document/doi/10.1515/9783110167467/html?lang=en)] ] --- .pull-left[ ## *wide* .ipa[[waɪd]] <img src="media/NCF04_wide_spectrogram.png" width="90%" height="90%" style="display: block; margin: auto;" /> <audio id = "player" src="media/NCF04_wide.wav" controls preload></audio> ] -- .pull-right[ ## *white* .ipa[[wʌit]] <img src="media/NCF04_white_spectrogram.png" width="90%" height="90%" style="display: block; margin: auto;" /> <audio id = "player" src="media/NCF04_white.wav" controls preload></audio> ] `\(~\)` `\(~\)` .ref[Examples from: [🔗 University of Washington/Northwestern University Corpus](https://depts.washington.edu/phonlab/projects/uwnu.php)] --- class: clear background-image: url("media/price_vowel_chart.png") background-size: contain --- class: clear background-image: url("media/price_vd_formant_tracks.png") background-size: contain --- class: clear background-image: url("media/price_formant_tracks.png") background-size: contain --- class: inverse, center, middle, keep-h1-up # PRICE raising vs. flapping -- ### *write* :: raising -- ### *ride* :: no raising -- ### *wri*.ipa[[ɾ]]*er* :: ??? -- ### *writer* vs. *rider* --- class: middle, keep-h1-up # PRICE raising vs. flapping ## Flapping rate .font180[ *rights*, *nightmare* (~0%) < *bite* (*bite it* vs. *bite this*) < *biting* (~100%) ] -- ## Hypothesis: Raising is negatively correlated with flapping rate .font180[ *rights*, *nightmare* > *bite* > *biting* ] (Cumulative Context Effect, cf. .ref[Raymond et al. 2016]) --- class: font180 # Method - Data: Buckeye .ref[(Pitt et al. 2007)] - 40 speakers, stratified for age (< 30, > 40) and gender (female, male) from Columbus, OH - Midland (Labov, Ash & Boberg 2006) dialect area - Hand-corrected allophonic transcriptions - Analysis: - Corpus querying in Labb-CAT <img style="float:left" src="media/labb-cat2.png" /> (Fromont & Hay 2012) - **22,184** word tokens with PRICE retrieved - 9 measurements (F1 & F2) per vowel taken (Praat integrated with Labb-CAT) -
Mixed-effects Generilized Additive Modeling (GAM) with `mgcv` (Wood 2017) in R (R Core Team 2021) --- class: clear background-image: url("media/price_single_point1.png") background-size: contain --- class: clear background-image: url("media/price_single_point2.png") background-size: contain --- class: clear background-image: url("media/price_single_point3.png") background-size: contain --- class: clear background-image: url("media/price_single_point4.png") background-size: contain --- class: clear background-image: url("media/price_gam1.png") background-size: contain --- class: clear background-image: url("media/price_gam2.png") background-size: contain --- class: clear background-image: url("media/price_gam3.png") background-size: contain --- class: clear background-image: url("media/price_gam4.png") background-size: contain --- class: inverse, center, middle # Hypothesis 1️⃣ ### Degree of raising is highest in words that never flap (*rights*), lower in words that variably flap (*__bite__ it*, *__bite__ this*), and lowest in words that almost always flap (*biting*) --- # Result 1️⃣ <img src="media/accents_raising_3_groups.png" width="50%" height="50%" style="display: block; margin: auto;" /> --- class: inverse, center, middle # Hypothesis 2️⃣ ### In the non-flapping environment, the degree of raising is higher in words that never flap (*rights*) than in words that variably flap (*__bite__ this*) --- # Result 2️⃣ <img src="media/accents_raising_2_groups.png" width="50%" height="50%" style="display: block; margin: auto;" /> --- # Result 2️⃣ .pull-left[ <img src="media/accents_raising_2_groups.png" width="90%" height="90%" style="display: block; margin: auto;" /> ] .pull-right[ <img src="media/difference_variably_never.png" width="90%" height="90%" style="display: block; margin: auto;" /> ] --- class: font180 # Conclusions - Result 1️⃣: most raising in words that never flap, least raising in words that usually flap -- ➡ flapping disfavors raising, phonetic voicelessness favors raising -- - Result 2️⃣: words that variably flap show less raising than words than never flap, **even in non-flapping environment** -- ➡ frequency of occurrence in favoring (here: non-flapping) environment influences the extent of raising **even outside that environment** -- *Result 2 requires rich storage: The phonological representation of words is shaped by their frequent phonetic realization.* --- class: middle, hide-logo, keep-h1-up, font150 # Thank you! .pull-left[ **In all environments:** 👉 Raising is negatively correlated with flapping rate **In non-flapping environment only:** 👉 Words that variably flap show less raising than words than never flap 👉 This Cumulative Context Effect supports rich storage ] .pull-right[ <img src="media/accents_raising_2_groups.png" width="80%" height="80%" style="display: block; margin: auto;" /> ] <hr> .center[.font60[ This research was supported by an NCN grant no. 2017/26/D/HS2/00027
[kamil.kazmierski@amu.edu.pl](mailto:kamil.kazmierski@amu.edu.pl) ] ]