Exploration of Metrics for Quantifying Formant Space: Implications for Clinical Assessment of Parkinson Disease

2019 ◽  
Vol 4 (2) ◽  
pp. 402-410
Author(s):  
Jason A. Whitfield

Purpose Speakers with Parkinson disease (PD) often exhibit hypokinetic dysarthria, which affects speech articulation. Vowel space metrics based on formant frequencies have been used to examine vowel articulation in speakers with PD. Although data from a number of studies suggest that speakers with PD exhibit smaller acoustic vowel space areas than control speakers, a handful of studies did not observe differences in vowel space area between speakers with and without PD. One potential factor explaining the inconsistent performance of traditional vowel space metrics is that these point-based metrics undersample the formant space to adequately capture between-groups and within-group differences in articulation. This article discusses recent advances in vowel space assessment that augment traditional vowel space metrics by examining the distribution of the entire formant frequency trace. Conclusion A general approach to obtaining these metrics is discussed along with clinical implications for vowel space assessment in speakers with PD.

1991 ◽  
Vol 34 (5) ◽  
pp. 1057-1065 ◽  
Author(s):  
Ruth Saletsky Kamen ◽  
Ben C. Watson

This study investigated the effects of long-term tracheostomy on the development of speech. Eight children who underwent tracheotomy during the prelingual period were compared to matched controls on selected spectral parameters of the speech acoustic signal and standard measures of oral-motor, phonologic, and articulatory proficiency. Analysis of formant frequency values revealed significant between-group differences. Children with histories of long-term tracheostomy showed reduced acoustic vowel space, as defined by group formant frequency values. This suggests that these children were limited in their ability to produce extreme vocal tract configurations for vowels /a,i,u/ postdecannulation. Oral motor patterns were less mature, and sound substitutions were not only more variable for this group, but also reflected a persistent overlay of maladaptive compensations developed during cannulation.


2019 ◽  
Vol 62 (7) ◽  
pp. 2082-2098 ◽  
Author(s):  
Jason A. Whitfield ◽  
Daryush D. Mehta

Purpose The purpose of the current study was to characterize clear speech production for speakers with and without Parkinson disease (PD) using several measures of working vowel space computed from frequently sampled formant trajectories. Method The 1st 2 formant frequencies were tracked for a reading passage that was produced using habitual and clear speaking styles by 15 speakers with PD and 15 healthy control speakers. Vowel space metrics were calculated from the distribution of frequently sampled formant frequency tracks, including vowel space hull area, articulatory–acoustic vowel space, and multiple vowel space density (VSD) measures based on different percentile contours of the formant density distribution. Results Both speaker groups exhibited significant increases in the articulatory–acoustic vowel space and VSD 10 , the area of the outermost (10th percentile) contour of the formant density distribution, from habitual to clear styles. These clarity-related vowel space increases were significantly smaller for speakers with PD than controls. Both groups also exhibited a significant increase in vowel space hull area; however, this metric was not sensitive to differences in the clear speech response between groups. Relative to healthy controls, speakers with PD exhibited a significantly smaller VSD 90 , the area of the most central (90th percentile), densely populated region of the formant space. Conclusions Using vowel space metrics calculated from formant traces of the reading passage, the current work suggests that speakers with PD do indeed reach the more peripheral regions of the vowel space during connected speech but spend a larger percentage of the time in more central regions of formant space than healthy speakers. Additionally, working vowel space metrics based on the distribution of formant data suggested that speakers with PD exhibited less of a clarity-related increase in formant space than controls, a trend that was not observed for perimeter-based measures of vowel space area.


2014 ◽  
Vol 1 (2) ◽  
pp. 313-328
Author(s):  
Hisham Adam

The aim of this paper is to examine the acoustic characteristics of Arabic vowels as produced by Palestinian Arabic-speaking Broca’s aphasics compared to normal speakers. Five subjects diagnosed with Broca’s aphasia and five normal speakers residing in the West Bank participated in this study. The subjects produced 240 vowel tokens of the eight Arabic vowels (/i:/, /i/, /e:/, /a:/, /a/, /o:/, /u:/ and /u/,). The samples were analyzed using PRAAT and the formants F1 and F2 of the eight Arabic vowels were measured. F1 and F2 values were compared to the data in the literature. Comparisons among speakers of Palestinian Arabic indicated that Broca’s aphasics’ formant frequencies were significantly different to those of normal speakers, showing that formant frequencies of F1 and F2 are generally higher among Broca’s aphasics compared to the control group. Furthermore, the findings reveal that the acoustic vowel space of Broca’s aphasics is more centralized compared to the control subjects. The results also indicate that Broca’s aphasics were able to maintain the phonemic contrast between the long and short vowels. In general, the results may contribute to neurolinguistic research across different languages, especially given that Palestinian Arabic is studied significantly less than other Arabic dialects. Furthermore, the results may have clinical applications when evaluating and/or treating Palestinian Arabic-speaking Broca’s aphasics.


Author(s):  
Ali Abd Almisreb ◽  
Nooritawati Md Tahir ◽  
Ahmad Farid Abidin ◽  
Norashidah Md Din

<p>The articulation of Arabic phonemes is essential for the Malay community since Arabic language is mandatory to perform worship. Hence, in this paper, an acoustical analysis of Arabic phonemes for vowels /u/ and /u:/ is discussed based on tokens pronounced by Malay speakers. The experimental results showed that the Malay speakers are inclined to utter these Arabic phonemes similar to the native speakers and it was also found from the analysis that the vowel /u/ and /u: was articulated as high-back vowels. Conversely, the vowel /u/ was located lower than /u:/ as in the vowel-space. Alternatively results also showed that /u/ and /u:/  is higher than the other vowels specifically /a/ and /a:/. In addition, the statistical analysis showed that the formant frequencies of both short and long dummah for formant frequency F1, F2 and F3 have more variation in terms of /u/ as compare to /u:/. In contrast formant frequency F4 and F5 are more diversity in terms of /u:/.</p>


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
S.V Narasimhan ◽  
W.G.S.S Karunarathne

This study was conducted to document the effect of age, gender and vowel type on vowel space area in Sinhala language. Three groups of participants were employed. Group 1 included 20 children, Group 2 included 20 adults and Group 3 consisted of 20 elderly subjects. All the subjects spoke the dialect of central province of Sri Lanka. Words consisting of three Sinhala short vowels /a/, /i/ and /u/ in were recorded. Formant frequencies of vowels were extracted and vowel space area was constructed. The results showed that the formant frequencies were significantly higher for children compared with those of adults. Female subjects had significantly higher formant frequency values than male subjects. Effect of vowel types were also significant on the formant frequencies and vowel space area. Sinhala also follows universal criteria of resonance characteristics and vocal tract constriction. Keywords: vowel space area, formant frequencies, Sinhala, vowel articulation


2014 ◽  
Vol 57 (1) ◽  
pp. 1-15 ◽  
Author(s):  
Rebecca W. McGowan ◽  
Richard S. McGowan ◽  
Margaret Denny ◽  
Susan Nittrouer

Purpose Ecologically realistic, spontaneous, adult-directed, longitudinal speech data of young children were described by acoustic analyses. Method The first 2 formant frequencies of vowels produced by 6 children from different American English dialect regions were analyzed from ages 18 to 48 months. The vowels were from largely conversational contexts and were classified according to dictionary pronunciation. Results Within-subject formant frequency variability remained relatively constant for the span of ages studied. It was often difficult to detect overall decreases in the first 2 formant frequencies between ages 30 and 48 months. A study of the movement of the corner vowels with respect to the vowel centroid showed that the shape of the vowel space remained qualitatively constant from 30 through 48 months. Conclusions The shape of the vowel space is established early in life. Some aspects of regional dialect were observed in some of the subjects at 42 months of age. The present study adds to the existing data on the development of vowel spaces by describing ecologically realistic speech.


ALQALAM ◽  
2015 ◽  
Vol 32 (2) ◽  
pp. 284
Author(s):  
Muhammad Subali ◽  
Miftah Andriansyah ◽  
Christanto Sinambela

This article aims to look at the similarities and differences in the fundamental frequency and formant frequencies using the autocorrelation function and LPCfunction in GUI MATLAB 2012b on sound hijaiyah letters for adult male speaker beginner and expert based on makhraj pronunciation and both of speaker will be analysis on matching distance of the sound use DTW method on cepstrum. Subject for speech beginner makhraj pronunciation are taken from college student of Universitas Gunadarma and SITC aged 22 years old Data of the speech beginner makhraj pronunciation is recorded using MATLAB algorithm on GUI Subject for speech expert makhraj pronunciation are taken from previous research. They are 20-30 years old from the time of taking data. The sound will be extracted to get the value of the fundamental frequency and formant frequency. After getting both frequencies, it will be obtained analysis of the similarities and differences in the fundamental frequency and formant frequencies of speech beginner and expert and it will shows matching distance of both speech. The result is all of speech beginner and expert based on makhraj pronunciation have different values of fundamental frequency and formant frequency. Then the results of the analysis matching distance using method DTW showed that obtained in the range of 28.9746 to 136.4 between speech beginner and expert based on makhraj pronunciation. Keywords: fundamental frequency, formant frequency, hijaiyah letters, makhraj


2012 ◽  
Vol 73 (2) ◽  
pp. 155-169 ◽  
Author(s):  
Lorraine V. Kalia ◽  
Suneil K. Kalia ◽  
Pamela J. McLean ◽  
Andres M. Lozano ◽  
Anthony E. Lang

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