Eliminating inter-speaker variability prior to discriminant transforms

Author(s):  
G. Saon ◽  
M. Padmanabhan ◽  
R. Gopinath
Keyword(s):  
Author(s):  
Constantijn Kaland

ABSTRACT This paper reports an automatic data-driven analysis for describing prototypical intonation patterns, particularly suitable for initial stages of prosodic research and language description. The approach has several advantages over traditional ways to investigate intonation, such as the applicability to spontaneous speech, language- and domain-independency, and the potential of revealing meaningful functions of intonation. These features make the approach particularly useful for language documentation, where the description of prosody is often lacking. The core of this approach is a cluster analysis on a time-series of f0 measurements and consists of two scripts (Praat and R, available from https://constantijnkaland.github.io/contourclustering/). Graphical user interfaces can be used to perform the analyses on collected data ranging from spontaneous to highly controlled speech. There is limited need for manual annotation prior to analysis and speaker variability can be accounted for. After cluster analysis, Praat textgrids can be generated with the cluster number annotated for each individual contour. Although further confirmatory analysis is still required, the outcomes provide useful and unbiased directions for any investigation of prototypical f0 contours based on their acoustic form.


2010 ◽  
Vol 52 ◽  
pp. 19-42
Author(s):  
Melanie Weirich

This study examines articulatory and acoustic inter-speaker variability in the production of the German vowels /i/, /u/ and /a/. Our subjects are 3 monozygotic twin pairs (2 female and 1 male pair) and 2 dizygotic female twin pairs. All of them were born, raised and are still living in Berlin and see their twin brother or sister regularly. We assume that monozygotic twins that are genetically identical and share the same physiology should be more similar in their articulation than dizygotic twins but that the shared time and social environment of twins, regardless of their genetic similarity, also plays a crucial role in the acoustic similarity of twins. Articulatory measurements were made with EMA (Electromagnetic Articulography) and the target positions of the produced vowels were analyzed. Additionally, the formants F1-F4 of each vowel were measured and compared within the twin pairs. Our data seems to point out the importance of a shared environment and the strong influence of learning over the anatomical identity of the monozygotic twins regarding the production of vowels. But, additional results suggest (1) the impact of physiology on the production of a vowel following a velar consonant and (2) the interaction of physiology and stress in inter-speaker variability.  


2014 ◽  
Author(s):  
Βάϊα Παπαχρήστου

Previous research on second language phonological acquisition has shown that mastery of the L2 phonological system constitutes a challenging task for L2 learners. Several parametres have been suggested to constrain pronunciation accuracy, such as, interference from speakers’ mother tongue, learners’ age, quality and quantity of exposure to the target language, as well as motivation, attitude and other social and psychological factors. However, research on pronunciation teaching and its potential effectiveness on learners’ L2 phonological development has been quite limited, especially in foreign language contexts.The main aim of the present thesis is to investigate the production of English vowels by Greek learners of English and the effectiveness of explicit vs. implicit pronunciation instruction within a foreign language setting. To this end, three groups of speakers aged 9 and 15 years old were examined; i.e. two experimental groups, one which received explicit pronunciation tuition and one which was taught the pronunciation of the English vowels implicitly, via the use of recasts, and a control one which did not get any pronunciation tuition. Both experimental groups received 43 mini pronunciation interventions embedded in the regular English classes at school. The methodology adopted was the one proposed by Celce-Murcia, Brinton and Goodwin (1996) moving from controlled and guided activities to more communicative ones. Additionally, L1 Greek and L1 English data were obtained in order to compare the vowel inventories of the two languages.The results showed that after teaching, explicit pronunciation instruction can selectively bring about a change in both young and older students’ L2 vowel production, while no improvement was reported for the implicit and control groups9for either age group. Generally, considerable intra- and inter-speaker variability was revealed after tuition and despite the small changes observed, systematic native-like production was difficult to attain. Moreover, no clear effect of learners’ age was documented. A thorough examination of the factors hindering pronunciation accuracy is presented and the findings are discussed on the basis of current theories of L2 phonological acquisition.


2017 ◽  
Vol 142 (3) ◽  
pp. EL270-EL275
Author(s):  
Fuh-Cherng Jeng ◽  
Chao-Yang Lee ◽  
Tiffany N. McDonald ◽  
Hallie M. Ganch ◽  
Elizabeth A. Teets ◽  
...  

2012 ◽  
Vol 42 (2) ◽  
pp. 193-208 ◽  
Author(s):  
Natalia Zharkova ◽  
Nigel Hewlett ◽  
William J. Hardcastle

According to the Degree of Articulatory Constraint model of lingual coarticulation, the consonant /s/ has some scope for tongue adaptation to neighbouring vowels, since the tongue dorsum is not directly involved in constriction formation for this consonant. The present study aimed to establish whether the tongue shape for /s/ in consonant–vowel syllables was influenced by the nature of the following vowel, in Scottish-English–speaking children and adults. Ultrasound tongue imaging was used to establish the presence or otherwise of a vowel effect at the consonant midpoint, by measuring differences between the consonant tongue contours in different vowel environments. In adults, the vowel pairs /a/–/i/, /a/–/u/ and /i/–/u/ exerted significant coarticulatory effects on /s/. In children, no significant effects on /s/ were observed. Greater within-speaker variability in lingual articulation was found in children than in adults. The reduced ability of children to anticipate the tongue configuration of a following vowel whilst simultaneously implementing an initial /s/ sound could be explained by lesser differential control of tip/blade and tongue body.


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