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Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational & Biological Learning Laboratory, University of Cambridge, UK. 2 Centre for Human Communication, University College London, UK. [email protected] To appear in the proceeding of: 22nd German Conference on Speech Signal Processing ESSV 2011 28-30 September in Aachen, Germany

Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

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Page 1: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Supplementary material for:

Modelling caregiver tutored development of pronunciation in a young child

Ian S. Howard1 & Piers Messum2

1Computational & Biological Learning Laboratory, University of Cambridge, UK. 2Centre for Human Communication, University College London, UK.

[email protected]

To appear in the proceeding of:

22nd German Conference on Speech Signal ProcessingESSV 2011

28-30 September in Aachen, Germany

Page 2: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Results 3.1 Unsupervised sound discovery

V: Vowels

Page 3: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

/aI/ /eI/ /i@/

/@U/ /U@/ /aU/

/OI/ /i@/

Results 3.1 Unsupervised sound discovery

VVs: Diphthongs

Good examples marked in bold

Page 4: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

b3: p3: d3: t3: g3: k3:

beI peI deI teI geI keI

bi: pi: di: ti: gi: ki:

be@ pe@ de@ te@ ge@

bu: du: tu: gu: ku:

Results 3.1 Unsupervised sound discovery

CVs: Plosives

Good examples marked in bold

Page 5: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

j3: weI m3: n3: low r3:

je@ wi: meI no leI reI

y@U w3: mi: ni: li: ri:

we@ mu: nju: lu: re@

wu: neI

Results 3.1 Unsupervised sound discovery

CVs: Nasals and liquids

Good examples marked in bold

Page 6: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

fe@ hi: seI zi:

fA: h3: si: dZ3:

f3: hu: Si: zu:

su:

Results 3.1 Unsupervised sound discovery

CVs: Fricatives

Good examples marked in bold

Page 7: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Utterance ID Elija German Canadian French

American English

104

193

314

401

509

615

701

705

800

801

Results 3.2 Example Reformulations

Page 8: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Utterance ID Elija German Canadian French

American English

886

888

891

901

912

918

920

924

926

Results 3.2 Example Reformulations

Page 9: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Word ID Word Caregiver utterance

Best matching reformulation

Elija’s output

4 Zahn

6 Zebra

13 Auto

20 Hose

22 Tee

28 Kerze

35 Hase

36 Papi

37 Schuh

40 Schere

Results 3.3 Example Imitations: German

Page 10: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Word ID Word Caregiver utterance

Best matching reformulation

Elija’s output

52 Bär

63 Vase

76 Fisch

101 Wo

124 Jacke

141 Ei

166 Stiefel

195 Sie

228 See

Results 3.3 Example Imitations: German

Page 11: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Results 3.3 Example Imitations: American English

Word ID Word Caregiver utterance

Best matching reformulation

Elija’s output

30 Sheep

43 Bus

51 Saw

78 Chair

104 Needle

108 Dress

136 Go

152 Beaker

166 Bee

173 Door

Page 12: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Results 3.3 Example Imitations: American English

Word ID Word Caregiver utterance

Best matching reformulation

Elija’s output

175 Cherries

183 Big

186 Sofa

203 Screws

207 What

212 Keys

216 Tooth

217 Eye

224 Pear

232 Please

Page 13: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Results 3.3 Example Imitations: Canadian French

Word ID Word Caregiver utterance

Best matching reformulation

Elija’s output

4 Machine

7 Poêle

9 Fourchette

10 Couteau

11 Verres

14 Bouteille

16 Chaise

18 Oeuf

22 Poulet

25 Lait

Page 14: Supplementary material for: Modelling caregiver tutored development of pronunciation in a young child Ian S. Howard 1 & Piers Messum 2 1 Computational

Results 3.3 Example Imitations: Canadian French

Word ID Word Caregiver utterance

Best matching reformulation

Elija’s output

29 Gâteau

33 Lit

37 Dents

47 Chien

60 Poule

66 Papa

68 Non

91 Popo

93 Essaies