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Vowel Quality Change in
Romanian Heritage Speakers

        SORINA DRAGUSANU
       WESTERN UNIVERSITY
Overview

 Heritage Speakers
 Other Literature
 Participants
 Methods
 Results
 Discussion
Heritage Speakers

 Who are they?
  Term coined in Canada in 1970 (Cummins, 2005)
  Child or adult speakers of a linguistic minority who grew
   up exposed to both dominant and minority language
   (Montrul, 2010)
  Little or no access to language education
Heritage Speakers

 Who are they?
  Simultaneous bilingual – learns both languages at the
   same time
  Sequential bilingual – learns native language then the
   dominant one (up-to age 5)
Heritage Speakers

 What do we know about their language abilities?
  Varied language abilities (low to near-native)
  Stronger ethnic ties or larger linguistic market is linked
   with overall better language performance.
  Sequential bilinguals perform better than simultaneous
   bilinguals
Heritage Speakers

 What do we know about their language abilities?
  Speakers display both native and non-native
   pronunciations
  Phonetic distance is a factor in preserving native-like
   pronunciation (Godson, 2004)
Heritage Speakers

 Why are they interesting to study?
  The role of language internal and external factors
  The emergence of new linguistic varieties

  Diachronic language change

  The very nature of the mental constitution of language
   and cognition
Research Questions

 What is the overall change in the vowel quality of
  heritage speakers of Romanian?
 What social or linguistic factors contribute to this
  change?
Romanian

 Vowel inventory

             i            ɨ       u
             e            ə       o
                          a

 Frequency (Renwick, 2011):
         i          25%       u   11%
        e           20%       ə   5%
        a           20%       ɨ   2%
        o           12%
Hypotheses

 If phonetic distance is a more prominent factor than
  order of acquisition then the central high vowel is
  preserved in HS
 Simultaneous bilinguals will be considerably more
  affected than sequential bilinguals;
 Sequential bilinguals pattern more closely with late
  bilinguals.
Participants

 Where
   South-Western Ontario

 Heritage groups
   Simultaneous bilinguals

   Sequential bilinguals

 Adult groups
   Late Bilinguals – learned Romanian in native environment,;
    English is second language learned in school
   Age ranges from 15-30 at the time of immigration
Methods

 Data collection
    Interviews
      One hour long
      Detailed language background, demographics, and language
       attitudes
    Word list (Swadesh, 1971)
      100 words
      Frequently used words
      Mainly single and disyllabic
      About 14 token per vowel
Methods

 Vowel Normalization Process:
  Since speaker’s mouth shapes and pitch differ we cannot
   do a one-to-one comparison. Normalization scales and
   overlaps the vowel space of groups of individuals for
   better comparison
  Function found in the vowel package for R

  Lobanov normalization technique for complete vowel
   inventories
Mean Formant Values for Control
               Individual vowel formant values
                     Non-Normalized
                       non-normalized



     400
               i
     450

                                                                  u
                                             central
     500




                             e                                    o
F1

     550




                                                 schwa
     600




                                                       a
     650




            Control



           1800       1600       1400         1200         1000   800
                                        F2
Mean Formant Values formant values
             Individual vowel for Late Bilingual
                   Non-Normalized
                     non-normalized



     300
                 i

                                                          u
     400

                                 central
     500




                            e
F1




                                                      o
                                           schwa
     600
     700




           Dio
                                              a


                     2000       1500               1000
                                F2
Mean Formant Values for Late Bilingual and Control
                     Individual vowel formant values
                           Lobanov normalized Normalized
                                       Lobanov
                                                                                             •The late bilinguals have the
                                                                                             closest productions to the
                        i
                    i                                                                        control
      -1




                                                                                  u          •Changes are observed in the
                                                   central
                                                                                  u          schwa and back vowels
                                                    central
                                                                                             •T-test results show
                                                                                             significant change for F2 of
      0




                                                                                  o
                                        e
                                        e                                                    schwa and back vowels
F*1




                                                                              o
                                                              schwa
      1




                                                          schwa




                                                                a
      2




                 Control                                            a
                 Dio



           2.0              1.5   1.0       0.5         0.0         -0.5   -1.0       -1.5
                                                  F*2
Individual vowel formant valuesSequential Bilingual
                      Mean Formant Values for
                           Lobanov normalized Normalized
                                       Lobanov
                                                                     •Sequential bilinguals are
                                                                     much more varied in their
                     i
                                                                     productions
      -1




              i                                                  u   •Changes are observed in all
                                               central           u   vowels
                                          central
                                                                     •Group results show
                                                            o o      significant changes for the F2
      0




                                e
                                                                     values of back vowels, much
F*1




                                    e                                like the late bilingual group
                                                    schwa
      1




                                                schwa




                                                      a
      2




           Laura                                a
           Control



             2              1               0               -1
                                    F*2
Mean Formant Values for Simultaneous Bilingual
                   Individual vowel formant values
                         Lobanov normalized Normalized
                                    Lobanov
                                                                                •Simultaneous bilinguals are
                                                                                the most varied in production
              i
                      i                                                         of Romanian vowels
      -1




                                                                    u
                                                                                •As with simultaneous group,
                                                                            u
                                                                                changes are observed in all
                                                  central                       vowels
                                                     central                    •Group results however show
                                                                                that this group has the most
      0




                                        e                                   o
F*1




                                                                        o       significant changes,
                                            e               schwa               especially in the mid vowels,
                                                                                [e] [ə] and [ɨ]
      1




                                                        schwa




                                                            a
           Control                                           a
      2




           Simultaneous Bilingual



              2                     1               0               -1
                                            F*2
Discussion & Conclusion

 Phonetic distance does not help heritage speakers
  distinguish [ɨ] from other vowels as predicted by the
  SLM and seen in Godson’s (2004) paper
 Simultaneous bilinguals have a difficult time
  mapping out the central vowel space of Romanian
 Frequency of use and the existence of minimal pairs
  are crucial to forming and maintaining the necessary
  contrast between this vowel and the mid-central
 In addition, F2 and the back vowels are more
  susceptible to variation and influence.
Thank you!

 Selected Sources:
    Bullock, B. E. & Green, C. (2004). Phonological convergence in a
     contracting language variety. Bilingualism: Language and
     Cognition, 7(2), 95-104.
    Clopper, C. G. (2009). Computational methods for normalizing
     acoustic vowel data for talker differences. Language and Linguistics
     Compass, 3 (6), 1430–1442.
    Godson, L. (2004). Vowel production in the speech of western
     Armenian heritage speakers. Heritage Language Journal, 2 (1).
    Locke, J. L. (1983). Phonological acquisition and change. New York:
     Academic Press.
    Montrul, S. (2010). Current issues in heritage language acquisition.
     Annual Review of Applied Linguistics,30, pp. 3-23
Thank you!

 Please comment if you have any questions or would
 like to see more results and discussion.

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Vowel quality Change in Romanian heritage speakers

  • 1. Vowel Quality Change in Romanian Heritage Speakers SORINA DRAGUSANU WESTERN UNIVERSITY
  • 2. Overview  Heritage Speakers  Other Literature  Participants  Methods  Results  Discussion
  • 3. Heritage Speakers  Who are they?  Term coined in Canada in 1970 (Cummins, 2005)  Child or adult speakers of a linguistic minority who grew up exposed to both dominant and minority language (Montrul, 2010)  Little or no access to language education
  • 4. Heritage Speakers  Who are they?  Simultaneous bilingual – learns both languages at the same time  Sequential bilingual – learns native language then the dominant one (up-to age 5)
  • 5. Heritage Speakers  What do we know about their language abilities?  Varied language abilities (low to near-native)  Stronger ethnic ties or larger linguistic market is linked with overall better language performance.  Sequential bilinguals perform better than simultaneous bilinguals
  • 6. Heritage Speakers  What do we know about their language abilities?  Speakers display both native and non-native pronunciations  Phonetic distance is a factor in preserving native-like pronunciation (Godson, 2004)
  • 7. Heritage Speakers  Why are they interesting to study?  The role of language internal and external factors  The emergence of new linguistic varieties  Diachronic language change  The very nature of the mental constitution of language and cognition
  • 8. Research Questions  What is the overall change in the vowel quality of heritage speakers of Romanian?  What social or linguistic factors contribute to this change?
  • 9. Romanian  Vowel inventory i ɨ u e ə o a  Frequency (Renwick, 2011): i 25% u 11% e 20% ə 5% a 20% ɨ 2% o 12%
  • 10. Hypotheses  If phonetic distance is a more prominent factor than order of acquisition then the central high vowel is preserved in HS  Simultaneous bilinguals will be considerably more affected than sequential bilinguals;  Sequential bilinguals pattern more closely with late bilinguals.
  • 11. Participants  Where  South-Western Ontario  Heritage groups  Simultaneous bilinguals  Sequential bilinguals  Adult groups  Late Bilinguals – learned Romanian in native environment,; English is second language learned in school  Age ranges from 15-30 at the time of immigration
  • 12. Methods  Data collection  Interviews  One hour long  Detailed language background, demographics, and language attitudes  Word list (Swadesh, 1971)  100 words  Frequently used words  Mainly single and disyllabic  About 14 token per vowel
  • 13. Methods  Vowel Normalization Process:  Since speaker’s mouth shapes and pitch differ we cannot do a one-to-one comparison. Normalization scales and overlaps the vowel space of groups of individuals for better comparison  Function found in the vowel package for R  Lobanov normalization technique for complete vowel inventories
  • 14. Mean Formant Values for Control Individual vowel formant values Non-Normalized non-normalized 400 i 450 u central 500 e o F1 550 schwa 600 a 650 Control 1800 1600 1400 1200 1000 800 F2
  • 15. Mean Formant Values formant values Individual vowel for Late Bilingual Non-Normalized non-normalized 300 i u 400 central 500 e F1 o schwa 600 700 Dio a 2000 1500 1000 F2
  • 16. Mean Formant Values for Late Bilingual and Control Individual vowel formant values Lobanov normalized Normalized Lobanov •The late bilinguals have the closest productions to the i i control -1 u •Changes are observed in the central u schwa and back vowels central •T-test results show significant change for F2 of 0 o e e schwa and back vowels F*1 o schwa 1 schwa a 2 Control a Dio 2.0 1.5 1.0 0.5 0.0 -0.5 -1.0 -1.5 F*2
  • 17. Individual vowel formant valuesSequential Bilingual Mean Formant Values for Lobanov normalized Normalized Lobanov •Sequential bilinguals are much more varied in their i productions -1 i u •Changes are observed in all central u vowels central •Group results show o o significant changes for the F2 0 e values of back vowels, much F*1 e like the late bilingual group schwa 1 schwa a 2 Laura a Control 2 1 0 -1 F*2
  • 18. Mean Formant Values for Simultaneous Bilingual Individual vowel formant values Lobanov normalized Normalized Lobanov •Simultaneous bilinguals are the most varied in production i i of Romanian vowels -1 u •As with simultaneous group, u changes are observed in all central vowels central •Group results however show that this group has the most 0 e o F*1 o significant changes, e schwa especially in the mid vowels, [e] [ə] and [ɨ] 1 schwa a Control a 2 Simultaneous Bilingual 2 1 0 -1 F*2
  • 19. Discussion & Conclusion  Phonetic distance does not help heritage speakers distinguish [ɨ] from other vowels as predicted by the SLM and seen in Godson’s (2004) paper  Simultaneous bilinguals have a difficult time mapping out the central vowel space of Romanian  Frequency of use and the existence of minimal pairs are crucial to forming and maintaining the necessary contrast between this vowel and the mid-central  In addition, F2 and the back vowels are more susceptible to variation and influence.
  • 20. Thank you!  Selected Sources:  Bullock, B. E. & Green, C. (2004). Phonological convergence in a contracting language variety. Bilingualism: Language and Cognition, 7(2), 95-104.  Clopper, C. G. (2009). Computational methods for normalizing acoustic vowel data for talker differences. Language and Linguistics Compass, 3 (6), 1430–1442.  Godson, L. (2004). Vowel production in the speech of western Armenian heritage speakers. Heritage Language Journal, 2 (1).  Locke, J. L. (1983). Phonological acquisition and change. New York: Academic Press.  Montrul, S. (2010). Current issues in heritage language acquisition. Annual Review of Applied Linguistics,30, pp. 3-23
  • 21. Thank you!  Please comment if you have any questions or would like to see more results and discussion.