One powerfully communicative aspect of language is prosody, which is the use of pitch, loudness, local rate modulation, and pauses in speech to signal its informational and affective content. Speech production deficits due to neurological damage such as stroke or due to Autism Spectrum Disorder are often characterized by prosodic irregularities. The long term objective of the proposed research program is to understand how linguistic structure and communicative context condition the spatiotemporal realization of articulatory movement during speaking. Our linguist-engineer team studies the """"""""signatures"""""""" of prosody at the level of articulatory patterning.
The specific aims of this proposal are to understand and model how speakers differentially modulate the spatiotemporal organization of articulatory gestures as a function of the cognitive source of a break in the speech stream and how the communicative context influences the temporal flow of the speech stream in articulation as speakers interact with one another. We outline a research strategy that investigates the relation between speech initiation/cessation and the control and coordination of articulation. Speech may start, pause, or cease for a variety of reasons in addition to linguistically structured phrase edges. Some breaks in the speech stream may be cognitively """"""""planned,"""""""" such as interlocutor turn-taking in discourse. Other disruptions in the speech stream might be """"""""unplanned,"""""""" such as interruptions and word finding challenges. Our approach investigates the articulation of speech in the vocal tract at turn-taking and interruptions in structured dialogue and in the vicinity of pauses that occur for cognitive speech planning reasons. We complement this experimental work with computational modeling of phrasal junctures and pauses, and with machine learning approaches to classifying breaks in speech arising from differing sources.
The specific aims will be pursued by using articulatory movement data collected with magnetometer systems for tracking movement inside the mouth and by using our team's computational model of speech production. The experiment work and the concomitant computational modeling of the articulatory findings will provide a profile of the manner in which articulatory patterning is shapd by the larger informational structuring of utterances and by the demands of speech planning in a communicative context.
One powerfully communicative aspect of language is prosody, which is the use of pitch, loudness, and temporal properties such as pauses in speech to signal its informational and affective content. Speech production deficits due to neurological damage such as stroke or due to Autism Spectrum Disorder are often characterized by prosodic irregularities and understanding the influence of structural prosody and its deployment in communication on the temporal flow of speech can have critical translational impact in that disfluencies are typically used as a basis for diagnosis of speech disorders. Our research uses instrumental tracking of articulatory movements during speech to provide an understanding of normative production of modulation and pauses in speech flow that could support evidence-driven assessments and treatments of prosodic breakdown in clinical populations, including deploying assistive technologies for the impaired such as automatic speech recognition and machine speech synthesis.
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|Parrell, Benjamin; Goldstein, Louis; Lee, Sungbok et al. (2014) Spatiotemporal coupling between speech and manual motor actions. J Phon 42:1-11|
|Bone, Daniel; Lee, Chi-Chun; Narayanan, Shrikanth (2014) Robust Unsupervised Arousal Rating: A Rule-Based Framework with Knowledge-Inspired Vocal Features. IEEE Trans Affect Comput 5:201-213|
|Ramanarayanan, Vikram; Lammert, Adam; Goldstein, Louis et al. (2014) Are articulatory settings mechanically advantageous for speech motor control? PLoS One 9:e104168|
|Kim, Jangwon; Lammert, Adam C; Ghosh, Prasanta Kumar et al. (2014) Co-registration of speech production datasets from electromagnetic articulography and real-time magnetic resonance imaging. J Acoust Soc Am 135:EL115-21|
|Parrell, Benjamin; Lee, Sungbok; Byrd, Dani (2013) Evaluation of prosodic juncture strength using functional data analysis. J Phon 41:|
|Ramanarayanan, Vikram; Goldstein, Louis; Byrd, Dani et al. (2013) An investigation of articulatory setting using real-time magnetic resonance imaging. J Acoust Soc Am 134:510-9|
|Tilsen, Sam; Goldstein, Louis (2012) Articulatory gestures are individually selected in production. J Phon 40:764-779|
|Krivokapic, Jelena; Byrd, Dani (2012) Prosodic boundary strength: An articulatory and perceptual study. J Phon 40:430-442|
|Parrell, Benjamin (2012) The role of gestural phasing in Western Andalusian Spanish aspiration. J Phon 40:37-45|
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