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ERIC Number: ED620427
Record Type: Non-Journal
Publication Date: 2022
Pages: 9
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: N/A
Integrating Speech Technology into the iSTART-Early Intelligent Tutoring System
Renu Balyan; Tracy Arner; Tong Li; Ellen Orcutt; Reese Butterfuss; Panayiota Kendeou; Danielle McNamara
Grantee Submission, Paper presented at the International Conference on Intelligent Tutoring Systems (ITS) (2022)
Speech technology (automated speech recognition -- ASR and text-to-speech) offers great promise in the field of automated literacy and reading tutors for children. Students in third and fourth grades struggle with generating longer strings of text on a QWERTY keyboard because they still "hunt and peck" for AQ1 the letters and symbols rather than typing fluently. Thus, in addition to reading comprehension, students' performance is limited by their ability to translate their ideas into language and then transcribe those words into written text. Fourth grade students produce fewer words and recall less when typing or writing a response relative to speaking. Hence, speech technology is a crucial component in the development of iSTART-Early, an intelligent tutoring system that aims to provide online, automated reading strategy instruction and practice to improve deep comprehension for third and fourth graders. This paper discusses the key components and features of the speech technology incorporated into iSTART-Early. We also discuss some initial findings from pilot studies conducted with adults and youth for this ASR integrated tutoring system. Finally, we discuss considerations for future development of speech technology and integration with intelligent tutoring systems. [Paper published in: "ITS 2022." Lecture Notes in Computer Science (LNCS) Vol. 13284, edited by S. Crossley and E. Popescu, Springer Nature Switzerland AG, 2022, pp. 1-9.]
Publication Type: Speeches/Meeting Papers; Reports - Descriptive
Education Level: Elementary Education; Early Childhood Education; Grade 3; Primary Education; Grade 4; Intermediate Grades
Audience: N/A
Language: English
Sponsor: Institute of Education Sciences (ED); National Science Foundation (NSF); Office of Naval Research (ONR) (DOD)
Authoring Institution: N/A
IES Funded: Yes
Grant or Contract Numbers: R305A190050; 2131052; N000142012623