{"id":{"repo_id":"uiuc","oai_identifier":"oai:www.ideals.illinois.edu:2142/104777"},"canonical_url":"https://search.dev.ndltd.org/etd/uiuc/oai:www.ideals.illinois.edu:2142/104777","repository":{"repo_id":"uiuc","name":"University of Illinois - Urbana-Champaign","base_url":"https://www.ideals.illinois.edu/oai-pmh"},"display":{"title":"A sensorimotor basis of speech communication","abstract":"This dissertation presents the development of sensorimotor primitives as a means of constructing a language-agnostic model of speech communication. Insights from major theories in speech science and linguistics are used to develop a conceptual framework for sensorimotor primitives in the context of control and information theory. Within this conceptual framework, sensorimotor primitives are defined as a system transformation that simplifies the interface to some high dimensional and/or nonlinear system. In the context of feedback control, sensorimotor primitives take the form of a feedback transformation. In the context of communication, sensorimotor primitives are represented as a channel encoder and decoder pair. Using a high fidelity simulation of articulatory speech synthesis, these realizations of sensorimotor primitives are respectively applied to feedback control of the articulators, and communication via the acoustic speech signal. Experimental results demonstrate the construction of a model of speech communication that is capable of both transmitting and receiving information, and imitating simple utterances.","abstract_html":"This dissertation presents the development of sensorimotor primitives as a means of constructing a language-agnostic model of speech communication. Insights from major theories in speech science and linguistics are used to develop a conceptual framework for sensorimotor primitives in the context of control and information theory. Within this conceptual framework, sensorimotor primitives are defined as a system transformation that simplifies the interface to some high dimensional and/or nonlinear system. In the context of feedback control, sensorimotor primitives take the form of a feedback transformation. In the context of communication, sensorimotor primitives are represented as a channel encoder and decoder pair. Using a high fidelity simulation of articulatory speech synthesis, these realizations of sensorimotor primitives are respectively applied to feedback control of the articulators, and communication via the acoustic speech signal. Experimental results demonstrate the construction of a model of speech communication that is capable of both transmitting and receiving information, and imitating simple utterances.","abstract_has_math":false,"creators":["Bryan, Jacob"],"institution":"University of Illinois at Urbana-Champaign","degree_name":"Ph.D.","degree_level":"Dissertation","degree_discipline":"Electrical & Computer Engr","degree_department":null,"school":null,"contributors":["Levinson, Stephen E.","Hasegawa-Johnson, Mark","Shosted, Ryan K.","Varshney, Lav R."],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2019,"date_issued":"2019-08-23T19:51:40Z","date_published":"2019-08-23T19:51:40Z","updated_at":"2026-07-22T22:24:42Z","subjects":["speech","langauge","artificial intelligence","speech signal processing","speech communication","speech articulation","sensorimotor primitives","speech primitives","variational autoencoder","inverse channel encoder"],"languages":["en"],"rights":["© 2019 Jacob D. Bryan"],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/2142/104777","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Levinson, Stephen E.","Hasegawa-Johnson, Mark","Shosted, Ryan K.","Varshney, Lav R."]},{"key":"dc:creator","label":"Author","values":["Bryan, Jacob"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date","label":"Dc Date","values":["2019-08-23T19:51:40Z","2019-04-05","2019-05"]},{"key":"dc:type","label":"Dc Type","values":["text"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Electrical & Computer Engr"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Dissertation"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Ph.D."]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Illinois at Urbana-Champaign"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["speech","langauge","artificial intelligence","speech signal processing","speech communication","speech articulation","sensorimotor primitives","speech primitives","variational autoencoder","inverse channel encoder"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["en"]},{"key":"dc:rights","label":"Dc Rights","values":["© 2019 Jacob D. Bryan"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["http://hdl.handle.net/2142/104777"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["This dissertation presents the development of sensorimotor primitives as a means of constructing a language-agnostic model of speech communication. Insights from major theories in speech science and linguistics are used to develop a conceptual framework for sensorimotor primitives in the context of control and information theory. Within this conceptual framework, sensorimotor primitives are defined as a system transformation that simplifies the interface to some high dimensional and/or nonlinear system. In the context of feedback control, sensorimotor primitives take the form of a feedback transformation. In the context of communication, sensorimotor primitives are represented as a channel encoder and decoder pair. Using a high fidelity simulation of articulatory speech synthesis, these realizations of sensorimotor primitives are respectively applied to feedback control of the articulators, and communication via the acoustic speech signal. Experimental results demonstrate the construction of a model of speech communication that is capable of both transmitting and receiving information, and imitating simple utterances.","Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2019-08-22 without embargo terms","The student, Jacob Bryan, accepted the attached license on 2019-04-04 at 19:03.","The student, Jacob Bryan, submitted this Dissertation for approval on 2019-04-04 at 19:21.","This Dissertation was approved for publication on 2019-04-05 at 14:44.","DSpace SAF Submission Ingestion Package generated from Vireo submission #13490 on 2019-08-22 at 14:41:41","Made available in DSpace on 2019-08-23T19:51:40Z (GMT). No. of bitstreams: 3 BRYAN-DISSERTATION-2019.pdf: 3225477 bytes, checksum: 43d4157a3ca7915fa137112640bc63b8 (MD5) LICENSE.txt: 4208 bytes, checksum: b65633c9885b904ba4d37113280cf63e (MD5) PROQUEST_LICENSE.txt: 4554 bytes, checksum: 45607223e85db43287700907e20e50a1 (MD5) Previous issue date: 2019-04-05"]},{"key":"dc:format","label":"Dc Format","values":["application/pdf"]},{"key":"dc:title","label":"Title","values":["A sensorimotor basis of speech communication"]}]}],"canonical_facts":{"dc:contributor":["Levinson, Stephen E.","Hasegawa-Johnson, Mark","Shosted, Ryan K.","Varshney, Lav R."],"dc:creator":["Bryan, Jacob"],"dc:date":["2019-08-23T19:51:40Z","2019-04-05","2019-05"],"dc:description":["This dissertation presents the development of sensorimotor primitives as a means of constructing a language-agnostic model of speech communication. Insights from major theories in speech science and linguistics are used to develop a conceptual framework for sensorimotor primitives in the context of control and information theory. Within this conceptual framework, sensorimotor primitives are defined as a system transformation that simplifies the interface to some high dimensional and/or nonlinear system. In the context of feedback control, sensorimotor primitives take the form of a feedback transformation. In the context of communication, sensorimotor primitives are represented as a channel encoder and decoder pair. Using a high fidelity simulation of articulatory speech synthesis, these realizations of sensorimotor primitives are respectively applied to feedback control of the articulators, and communication via the acoustic speech signal. Experimental results demonstrate the construction of a model of speech communication that is capable of both transmitting and receiving information, and imitating simple utterances.","Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2019-08-22 without embargo terms","The student, Jacob Bryan, accepted the attached license on 2019-04-04 at 19:03.","The student, Jacob Bryan, submitted this Dissertation for approval on 2019-04-04 at 19:21.","This Dissertation was approved for publication on 2019-04-05 at 14:44.","DSpace SAF Submission Ingestion Package generated from Vireo submission #13490 on 2019-08-22 at 14:41:41","Made available in DSpace on 2019-08-23T19:51:40Z (GMT). No. of bitstreams: 3 BRYAN-DISSERTATION-2019.pdf: 3225477 bytes, checksum: 43d4157a3ca7915fa137112640bc63b8 (MD5) LICENSE.txt: 4208 bytes, checksum: b65633c9885b904ba4d37113280cf63e (MD5) PROQUEST_LICENSE.txt: 4554 bytes, checksum: 45607223e85db43287700907e20e50a1 (MD5) Previous issue date: 2019-04-05"],"dc:format":["application/pdf"],"dc:identifier":["http://hdl.handle.net/2142/104777"],"dc:language":["en"],"dc:rights":["© 2019 Jacob D. Bryan"],"dc:subject":["speech","langauge","artificial intelligence","speech signal processing","speech communication","speech articulation","sensorimotor primitives","speech primitives","variational autoencoder","inverse channel encoder"],"dc:title":["A sensorimotor basis of speech communication"],"dc:type":["text"],"thesis:degree_discipline":["Electrical & Computer Engr"],"thesis:degree_level":["Dissertation"],"thesis:degree_name":["Ph.D."],"thesis:institution_name":["University of Illinois at Urbana-Champaign"]},"updated_at":"2026-07-22T22:24:42Z"}