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Story BH, Bunton K. The relation of velopharyngeal coupling area and vocal tract scaling to identification of stop-nasal cognates. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2023; 154:3741-3759. [PMID: 38099832 DOI: 10.1121/10.0023958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 11/22/2023] [Indexed: 12/18/2023]
Abstract
The purpose of this study was to determine whether the threshold of velopharyngeal (VP) coupling area at which listeners switch from identifying a consonant as a stop to a nasal in North American English was different for speech produced by a model based on an adult male, an adult female, and a 4-year-old child. V1CV2 stimuli were generated with a speech production model that encodes phonetic segments as relative acoustic targets imposed on an underlying vocal tract and laryngeal structure that can be scaled according to sex and age. Each V1CV2 was synthesized with a set of VP coupling functions whose maximum area ranged from 0 to 0.1 cm2. Results showed that scaling the vocal tract and vocal folds had essentially no effect on the VP coupling area at which listener identification shifted from stop to nasal. The range of coupling areas at which the crossover occurred was 0.037-0.049 cm2 for the male model, 0.040-0.055 cm2 for the female model, and 0.039-0.052 cm2 for the 4-year-old child model, and overall mean was 0.044 cm2. Calculations of band limited peak nasalance indicated that 85% peak nasalance during the consonant was well aligned with listener responses.
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Affiliation(s)
- Brad H Story
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721-0071, USA
| | - Kate Bunton
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721-0071, USA
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2
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Serrurier A, Neuschaefer-Rube C. Morphological and acoustic modeling of the vocal tract. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2023; 153:1867. [PMID: 37002095 DOI: 10.1121/10.0017356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 02/07/2023] [Indexed: 05/18/2023]
Abstract
In speech production, the anatomical morphology forms the substrate on which the speakers build their articulatory strategy to reach specific articulatory-acoustic goals. The aim of this study is to characterize morphological inter-speaker variability by building a shape model of the full vocal tract including hard and soft structures. Static magnetic resonance imaging data from 41 speakers articulating altogether 1947 phonemes were considered, and the midsagittal articulator contours were manually outlined. A phoneme-independent average-articulation representative of morphology was calculated as the speaker mean articulation. A principal component analysis-driven shape model was derived from average-articulations, leading to five morphological components, which explained 87% of the variance. Almost three-quarters of the variance was related to independent variations of the horizontal oral and vertical pharyngeal lengths, the latter capturing male-female differences. The three additional components captured shape variations related to head tilt and palate shape. Plane wave propagation acoustic simulations were run to characterize morphological components. A lengthening of 1 cm of the vocal tract in the vertical or horizontal directions led to a decrease in formant values of 7%-8%. Further analyses are required to analyze three-dimensional variability and to understand the morphological-acoustic relationships per phoneme. Average-articulations and model code are publicly available (https://github.com/tonioser/VTMorphologicalModel).
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Affiliation(s)
- Antoine Serrurier
- Clinic for Phoniatrics, Pedaudiology, and Communication Disorders, University Hospital and Medical Faculty of the RWTH Aachen University, 52057 Aachen, Germany
| | - Christiane Neuschaefer-Rube
- Clinic for Phoniatrics, Pedaudiology, and Communication Disorders, University Hospital and Medical Faculty of the RWTH Aachen University, 52057 Aachen, Germany
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Kröger BJ. Computer-Implemented Articulatory Models for Speech Production: A Review. Front Robot AI 2022; 9:796739. [PMID: 35494539 PMCID: PMC9040071 DOI: 10.3389/frobt.2022.796739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 02/21/2022] [Indexed: 11/24/2022] Open
Abstract
Modeling speech production and speech articulation is still an evolving research topic. Some current core questions are: What is the underlying (neural) organization for controlling speech articulation? How to model speech articulators like lips and tongue and their movements in an efficient but also biologically realistic way? How to develop high-quality articulatory-acoustic models leading to high-quality articulatory speech synthesis? Thus, on the one hand computer-modeling will help us to unfold underlying biological as well as acoustic-articulatory concepts of speech production and on the other hand further modeling efforts will help us to reach the goal of high-quality articulatory-acoustic speech synthesis based on more detailed knowledge on vocal tract acoustics and speech articulation. Currently, articulatory models are not able to reach the quality level of corpus-based speech synthesis. Moreover, biomechanical and neuromuscular based approaches are complex and still not usable for sentence-level speech synthesis. This paper lists many computer-implemented articulatory models and provides criteria for dividing articulatory models in different categories. A recent major research question, i.e., how to control articulatory models in a neurobiologically adequate manner is discussed in detail. It can be concluded that there is a strong need to further developing articulatory-acoustic models in order to test quantitative neurobiologically based control concepts for speech articulation as well as to uncover the remaining details in human articulatory and acoustic signal generation. Furthermore, these efforts may help us to approach the goal of establishing high-quality articulatory-acoustic as well as neurobiologically grounded speech synthesis.
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Naya-Varela M, Faina A, Duro RJ. Morphological Development in Robotic Learning: A Survey. IEEE Trans Cogn Dev Syst 2021. [DOI: 10.1109/tcds.2021.3052548] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Story BH, Bunton K. The relation of velopharyngeal coupling area to the identification of stop versus nasal consonants in North American English based on speech generated by acoustically driven vocal tract modulations. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2021; 150:3618. [PMID: 34852618 DOI: 10.1121/10.0007223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 10/23/2021] [Indexed: 06/13/2023]
Abstract
The purpose of this study was to determine the threshold of velopharyngeal coupling area at which listeners switch from identifying a consonant as a stop to a nasal in North American English, based on V1CV2 stimuli generated with a speech production model that encodes phonetic segments as relative acoustic targets. Each V1CV2 was synthesized with a set of velopharyngeal coupling functions whose area ranged from 0 to 0.1 cm2. Results show that consonants were identified by listeners as a stop when the coupling area was less than 0.035-0.057 cm2, depending on place of articulation and final vowel. The smallest coupling area (0.035 cm2) at which the stop-to-nasal switch occurred was found for an alveolar consonant in the /ɑCi/ context, whereas the largest (0.057 cm2) was for a bilabial in /ɑCɑ/. For each stimulus, the balance of oral versus nasal acoustic energy was characterized by the peak nasalance during the consonant. Stimuli with peak nasalance below 40% were mostly identified by listeners as stops, whereas those above 40% were identified as nasals. This study was intended to be a precursor to further investigations using the same model but scaled to represent the developing speech production system of male and female talkers.
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Affiliation(s)
- Brad H Story
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721-0071, USA
| | - Kate Bunton
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721-0071, USA
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Barreda S, Assmann PF. Perception of gender in children's voices. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2021; 150:3949. [PMID: 34852594 DOI: 10.1121/10.0006785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 09/30/2021] [Indexed: 06/13/2023]
Abstract
To investigate the perception of gender from children's voices, adult listeners were presented with /hVd/ syllables, in isolation and in sentence context, produced by children between 5 and 18 years. Half the listeners were informed of the age of the talker during trials, while the other half were not. Correct gender identifications increased with talker age; however, performance was above chance even for age groups where the cues most often associated with gender differentiation (i.e., average fundamental frequency and formant frequencies) were not consistently different between boys and girls. The results of acoustic models suggest that cues were used in an age-dependent manner, whether listeners were explicitly told the age of the talker or not. Overall, results are consistent with the hypothesis that talker age and gender are estimated jointly in the process of speech perception. Furthermore, results show that the gender of individual talkers can be identified accurately well before reliable anatomical differences arise in the vocal tracts of females and males. In general, results support the notion that the transmission of gender information from voice depends substantially on gender-dependent patterns of articulation, rather than following deterministically from anatomical differences between male and female talkers.
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Affiliation(s)
- Santiago Barreda
- Department of Linguistics, University of California, Davis, California 95616, USA
| | - Peter F Assmann
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, Texas 75080, USA
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Story BH, Bunton K. Identification of voiced stop consonants produced by acoustically driven vocal tract modulations. JASA EXPRESS LETTERS 2021; 1:085203. [PMID: 36154248 DOI: 10.1121/10.0005917] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
A recently developed speech production model, in which speech segments are specified by relative acoustic events called resonance deflection patterns, was used to generate speech signals that were presented to listeners in a perceptual test. The purpose was to determine the effect of variations of the magnitude and polarity of the third resonance deflection on identification of the consonant in a V1CV2 disyllable while the deflections of the first and second resonances were held constant. Result showed that listeners' identification changed from /d/ to /ɡ/ when the polarity of the third resonance deflection switched from positive to negative.
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Affiliation(s)
- Brad H Story
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721-0071, USA ,
| | - Kate Bunton
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721-0071, USA ,
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Individual Variability in Recalibrating to Spectrally Shifted Speech: Implications for Cochlear Implants. Ear Hear 2021; 42:1412-1427. [PMID: 33795617 DOI: 10.1097/aud.0000000000001043] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Cochlear implant (CI) recipients are at a severe disadvantage compared with normal-hearing listeners in distinguishing consonants that differ by place of articulation because the key relevant spectral differences are degraded by the implant. One component of that degradation is the upward shifting of spectral energy that occurs with a shallow insertion depth of a CI. The present study aimed to systematically measure the effects of spectral shifting on word recognition and phoneme categorization by specifically controlling the amount of shifting and using stimuli whose identification specifically depends on perceiving frequency cues. We hypothesized that listeners would be biased toward perceiving phonemes that contain higher-frequency components because of the upward frequency shift and that intelligibility would decrease as spectral shifting increased. DESIGN Normal-hearing listeners (n = 15) heard sine wave-vocoded speech with simulated upward frequency shifts of 0, 2, 4, and 6 mm of cochlear space to simulate shallow CI insertion depth. Stimuli included monosyllabic words and /b/-/d/ and /∫/-/s/ continua that varied systematically by formant frequency transitions or frication noise spectral peaks, respectively. Recalibration to spectral shifting was operationally defined as shifting perceptual acoustic-phonetic mapping commensurate with the spectral shift. In other words, adjusting frequency expectations for both phonemes upward so that there is still a perceptual distinction, rather than hearing all upward-shifted phonemes as the higher-frequency member of the pair. RESULTS For moderate amounts of spectral shifting, group data suggested a general "halfway" recalibration to spectral shifting, but individual data suggested a notably different conclusion: half of the listeners were able to recalibrate fully, while the other halves of the listeners were utterly unable to categorize shifted speech with any reliability. There were no participants who demonstrated a pattern intermediate to these two extremes. Intelligibility of words decreased with greater amounts of spectral shifting, also showing loose clusters of better- and poorer-performing listeners. Phonetic analysis of word errors revealed certain cues were more susceptible to being compromised due to a frequency shift (place and manner of articulation), while voicing was robust to spectral shifting. CONCLUSIONS Shifting the frequency spectrum of speech has systematic effects that are in line with known properties of speech acoustics, but the ensuing difficulties cannot be predicted based on tonotopic mismatch alone. Difficulties are subject to substantial individual differences in the capacity to adjust acoustic-phonetic mapping. These results help to explain why speech recognition in CI listeners cannot be fully predicted by peripheral factors like electrode placement and spectral resolution; even among listeners with functionally equivalent auditory input, there is an additional factor of simply being able or unable to flexibly adjust acoustic-phonetic mapping. This individual variability could motivate precise treatment approaches guided by an individual's relative reliance on wideband frequency representation (even if it is mismatched) or limited frequency coverage whose tonotopy is preserved.
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Wermke K, Sereschk N, May V, Salinger V, Sanchez MR, Shehata-Dieler W, Wirbelauer J. The Vocalist in the Crib: the Flexibility of Respiratory Behaviour During Crying in Healthy Neonates. J Voice 2021; 35:94-103. [DOI: 10.1016/j.jvoice.2019.07.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 07/06/2019] [Accepted: 07/08/2019] [Indexed: 11/26/2022]
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Birkholz P, Kürbis S, Stone S, Häsner P, Blandin R, Fleischer M. Printable 3D vocal tract shapes from MRI data and their acoustic and aerodynamic properties. Sci Data 2020; 7:255. [PMID: 32759947 PMCID: PMC7406497 DOI: 10.1038/s41597-020-00597-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 07/13/2020] [Indexed: 11/09/2022] Open
Abstract
A detailed understanding of how the acoustic patterns of speech sounds are generated by the complex 3D shapes of the vocal tract is a major goal in speech research. The Dresden Vocal Tract Dataset (DVTD) presented here contains geometric and (aero)acoustic data of the vocal tract of 22 German speech sounds (16 vowels, 5 fricatives, 1 lateral), each from one male and one female speaker. The data include the 3D Magnetic Resonance Imaging data of the vocal tracts, the corresponding 3D-printable and finite-element models, and their simulated and measured acoustic and aerodynamic properties. The dataset was evaluated in terms of the plausibility and the similarity of the resonance frequencies determined by the acoustic simulations and measurements, and in terms of the human identification rate of the vowels and fricatives synthesized by the artificially excited 3D-printed vocal tract models. According to both the acoustic and perceptual metrics, most models are accurate representations of the intended speech sounds and can be readily used for research and education.
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Affiliation(s)
- Peter Birkholz
- Institute of Acoustics and Speech Communication, TU Dresden, Dresden, Germany.
| | - Steffen Kürbis
- Institute of Acoustics and Speech Communication, TU Dresden, Dresden, Germany
| | - Simon Stone
- Institute of Acoustics and Speech Communication, TU Dresden, Dresden, Germany
| | - Patrick Häsner
- Institute of Acoustics and Speech Communication, TU Dresden, Dresden, Germany
| | - Rémi Blandin
- Institute of Acoustics and Speech Communication, TU Dresden, Dresden, Germany
| | - Mario Fleischer
- Charité - Universitätsmedizin Berlin, Department of Audiology and Phoniatrics, Berlin, Germany
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Story BH, Bunton K. A model of speech production based on the acoustic relativity of the vocal tract. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2019; 146:2522. [PMID: 31671993 PMCID: PMC7064311 DOI: 10.1121/1.5127756] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 09/10/2019] [Accepted: 09/12/2019] [Indexed: 06/10/2023]
Abstract
A model is described in which the effects of articulatory movements to produce speech are generated by specifying relative acoustic events along a time axis. These events consist of directional changes of the vocal tract resonance frequencies that, when associated with a temporal event function, are transformed via acoustic sensitivity functions, into time-varying modulations of the vocal tract shape. Because the time course of the events may be considerably overlapped in time, coarticulatory effects are automatically generated. Production of sentence-level speech with the model is demonstrated with audio samples and vocal tract animations.
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Affiliation(s)
- Brad H Story
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721, USA
| | - Kate Bunton
- Speech, Language, and Hearing Sciences, University of Arizona, Tucson, Arizona 85721, USA
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12
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Noiray A, Wieling M, Abakarova D, Rubertus E, Tiede M. Back From the Future: Nonlinear Anticipation in Adults' and Children's Speech. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2019; 62:3033-3054. [PMID: 31465705 DOI: 10.1044/2019_jslhr-s-csmc7-18-0208] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Purpose This study examines the temporal organization of vocalic anticipation in German children from 3 to 7 years of age and adults. The main objective was to test for nonlinear processes in vocalic anticipation, which may result from the interaction between lingual gestural goals for individual vowels and those for their neighbors over time. Method The technique of ultrasound imaging was employed to record tongue movement at 5 time points throughout short utterances of the form V1#CV2. Vocalic anticipation was examined with generalized additive modeling, an analytical approach allowing for the estimation of both linear and nonlinear influences on anticipatory processes. Results Both adults and children exhibit nonlinear patterns of vocalic anticipation over time with the degree and extent of vocalic anticipation varying as a function of the individual consonants and vowels assembled. However, noticeable developmental discrepancies were found with vocalic anticipation being present earlier in children's utterances at 3-5 years of age in comparison to adults and, to some extent, 7-year-old children. Conclusions A developmental transition towards more segmentally-specified coarticulatory organizations seems to occur from kindergarten to primary school to adulthood. In adults, nonlinear anticipatory patterns over time suggest a strong differentiation between the gestural goals for consecutive segments. In children, this differentiation is not yet mature: Vowels show greater prominence over time and seem activated more in phase with those of previous segments relative to adults.
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Affiliation(s)
- Aude Noiray
- Laboratory for Oral Language Acquisition, Department of Linguistics, University of Potsdam, Germany
- Haskins Laboratories, New Haven, CT
| | - Martijn Wieling
- Haskins Laboratories, New Haven, CT
- Center for Language and Cognition, University of Groningen, the Netherlands
| | - Dzhuma Abakarova
- Laboratory for Oral Language Acquisition, Department of Linguistics, University of Potsdam, Germany
| | - Elina Rubertus
- Laboratory for Oral Language Acquisition, Department of Linguistics, University of Potsdam, Germany
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Charles S, Lulich SM. Articulatory-acoustic relations in the production of alveolar and palatal lateral sounds in Brazilian Portuguese. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2019; 145:3269. [PMID: 31255144 DOI: 10.1121/1.5109565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 05/09/2019] [Indexed: 06/09/2023]
Abstract
Lateral approximant speech sounds are notoriously difficult to measure and describe due to their complex articulation and acoustics. This has prevented researchers from reaching a unifying description of the articulatory and acoustic characteristics of laterals. This paper examines articulatory and acoustic properties of Brazilian Portuguese alveolar and palatal lateral approximants (/l/ and /ʎ/) produced by six native speakers. The methodology for obtaining vocal tract area functions was based on three-dimensional/four-dimensional (3D/4D) ultrasound recordings and 3D digitized palatal impressions with simultaneously recorded audio signals. Area functions were used to calculate transfer function spectra, and predicted formant and anti-resonance frequencies were compared with the acoustic recordings. Mean absolute error in formant frequency prediction was 4% with a Pearson correlation of r = 0.987. Findings suggest anti-resonances from the interdental channels are less important than a prominent anti-resonance from the supralingual cavity but can become important in asymmetrical articulations. The use of 3D/4D ultrasound to study articulatory-acoustic relations is promising, but significant limitations remain and future work is needed to make better use of 3D/4D ultrasound data, e.g., by combining it with magnetic resonance imaging.
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Affiliation(s)
- Sherman Charles
- Department of Speech and Hearing Sciences, Indiana University, Bloomington, Indiana 47405, USA
| | - Steven M Lulich
- Department of Speech and Hearing Sciences, Indiana University, Bloomington, Indiana 47405, USA
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Serrurier A, Badin P, Lamalle L, Neuschaefer-Rube C. Characterization of inter-speaker articulatory variability: A two-level multi-speaker modelling approach based on MRI data. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2019; 145:2149. [PMID: 31046321 DOI: 10.1121/1.5096631] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 03/14/2019] [Indexed: 06/09/2023]
Abstract
Speech communication relies on articulatory and acoustic codes shared between speakers and listeners despite inter-individual differences in morphology and idiosyncratic articulatory strategies. This study addresses the long-standing problem of characterizing and modelling speaker-independent articulatory strategies and inter-speaker articulatory variability. It explores a multi-speaker modelling approach based on two levels: statistically-based linear articulatory models, which capture the speaker-specific articulatory variability on the one hand, are in turn controlled by a speaker model, which captures the inter-speaker variability on the other hand. A low dimensionality speaker model is obtained by taking advantage of the inter-speaker correlations between morphology and strategy. To validate this approach, contours of the vocal tract articulators were manually segmented on midsagittal MRI data recorded from 11 French speakers uttering 62 vowels and consonants. Using these contours, multi-speaker models with 14 articulatory components and two morphology and strategy components led to overall variance explanations of 66%-69% and root-mean-square errors of 0.36-0.38 cm obtained in leave-one-out procedure over the speakers. Results suggest that inter-speaker variability is more related to the morphology than to the idiosyncratic strategies and illustrate the adaptation of the articulatory components to the morphology.
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Affiliation(s)
- Antoine Serrurier
- Clinic for Phoniatrics, Pedaudiology & Communication Disorders, University Hospital and Medical Faculty of the RWTH Aachen University, Aachen, Germany
| | - Pierre Badin
- Université Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab, Grenoble, France
| | - Laurent Lamalle
- Inserm US 17-CNRS UMS 3552- Université Grenoble Alpes & CHU Grenoble Alpes, UMS IRMaGe, Grenoble, France
| | - Christiane Neuschaefer-Rube
- Clinic for Phoniatrics, Pedaudiology & Communication Disorders, University Hospital and Medical Faculty of the RWTH Aachen University, Aachen, Germany
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