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.