Developing an Alternative Math Assessment Tool Using Speech Recognition

2014 ◽  
Author(s):  
Love Jhoye M. Raboy
Keyword(s):  
Speech Recognition ◽  
Assessment Tool ◽  
Math Assessment

Developing an Alternative Math Assessment Tool Using Speech Recognition

2014 ◽  
Vol 1 (1) ◽  
pp. 90-96
Author(s):  
Love Jhoye Raboy ◽  
April Mae Ablon ◽  
Irish Jane Cabulay ◽  
Recy Mae Mendoza ◽  
Guilda Marie Nanaman
Keyword(s):  
Speech Recognition ◽  
Assessment Tool ◽  
System Development ◽  
Data Gathering ◽  
Read Aloud ◽  
Graphical Display ◽  
Speech Technology ◽  
Math Assessment ◽  
Interdisciplinary Research Project ◽  
Reading Tutor

The world today is now in the era of Information Technology. The development of ICT-based processes specifically in the area of assessment in school is now visible. Project LISTEN (Literacy Innovation that Speech Technology ENables) is an interdisciplinary research project at Carnegie Mellon University to develop a novel tool to improve literacy – an automated Reading Tutor that displays stories on a computer screen, and listens to children read aloud. This study does not provide right or wrong answers for they let the user evaluate the answer. The main objective of this study is to develop an Alternative Math Assessment Tool for Preschoolers using Speech Recognition. This software aims to assist teachers in the review of Math lessons for preschoolers using speech recognition. The development of the system utilizes the System Development Cycle approach that includes data gathering to identify system’s expected functionalities, designing the system using Use-Case Diagram, integration of JSAPI for Voice Recognition, using Synthesizer software for reading the questions out loud, a graphical display of teacher representation and a graphical display for every question in the review. Along in the development of this assessment tool is the implementation of the system. The system was developed using the Java Programming language. It also uses a MySql database to store data for preschoolers, review questions and text answers. In the conduct of the review digital microphone and a speaker is needed. The developed system is capable of creating questions for a particular review, activating a review for the preschooler to take and record the preschooler’s scores at every end of the review. The system also includes a graphical display of questions. In the conduct of the review, the system was able to read out loud the questions, and a 5-second time span for the pupil to answer the review questions. The system will listen and the feedback from the study will display the correctly uttered answer. User testing results indicate an 83% correct response of the system against the correct uttered answer of the preschooler.

scholarly journals Developing an Alternative Math Assessment Tool Using Speech Recognition

2018 ◽  
Author(s):  
Love Jhoye M. Raboy ◽  
◽  
April Mae R. Ablon ◽  
Irish Jane R. Cabulay ◽  
Recy Mae D. Mendoza ◽  
...  
Keyword(s):  
Speech Recognition ◽  
Assessment Tool ◽  
Math Assessment

scholarly journals Examining Validity and Reliability of a Mathematics Assessment Tool for K-2 Students

2018 ◽  
Vol 2 (1) ◽  
pp. 31
Author(s):  
Carl F. Siebert ◽  
Jonathan L. Brendefur
Keyword(s):  
Item Response ◽  
Assessment Tool ◽  
Diagnostic Information ◽  
Mathematics Assessment ◽  
Validity And Reliability ◽  
Math Assessment ◽  
Early Grades ◽  
Item Functioning ◽  
Confirmatory Factor ◽  
Mathematical Proficiency

The Primary Math Assessment (PMA) tool is increasingly being used in multiple districts in a northwestern state.  The PMA provides both screening and diagnostic information in six domains to assess mathematical proficiency in young students in their early educational years. A previous study using multidimensional Rasch analyses found support for the PMA’s six-dimensional theoretical framework, and that the PMA is a reliable mathematics assessment for early grades. This study extended the examination of a Rasch model, implementing exploratory and confirmatory factor analysis, Item Response Theory, and Differential Item Functioning analyses. In doing so, this study found an IRT 2-PL model to fit best with these data and provided ways to improve the accuracy of measuring mathematical proficiency in early grades.

scholarly journals Utility of Psychometric and Dynamic Assessments for Identifying Cognitive Characteristics of Twice-Exceptional Students

2021 ◽  
Vol 12 ◽  
Author(s):  
Anies Al-Hroub
Keyword(s):  
Assessment Tool ◽  
Dynamic Assessment ◽  
Exceptional Students ◽  
Exceptional Children ◽  
Twice Exceptional ◽  
Math Assessment ◽  
Public Elementary Schools ◽  
Strengths And Difficulties ◽  
Perceptual Characteristics ◽  
Specific Learning

The purpose of this research was to examine the utility of psychometric and dynamic assessment for the identification of a twice-exceptional (2E) group of students who showed both mathematical high abilities and specific learning disabilities. Of a population of 800 students, 30 (14 boys and 16 girls) ages 10 to 12 years were selected and identified as twice-exceptional at three public elementary schools in Amman, the capital of Jordan. A combination of three psychometric tests and one dynamic math assessment tool was used to recognize the cognitive and perceptual characteristics strengths and difficulties among students. Both psychometric and dynamic assessment models were found important and complementary to one another for the identification of cognitive and perceptual characteristics of twice-exceptional children. The findings were reported and discussed.

Using Automatic Speech Recognition to Facilitate English Pronunciation Assessment and Learning in an EFL Context

2021 ◽  
Vol 11 (3) ◽  
pp. 74-91
Author(s):  
Wenqi Xiao ◽  
Moonyoung Park
Keyword(s):  
Speech Recognition ◽  
Automatic Speech Recognition ◽  
Assessment Tool ◽  
Read Aloud ◽  
Learning Needs ◽  
Learning Tool ◽  
Efl Learners ◽  
Efl Context ◽  
English Pronunciation ◽  
Error Types

With the advancement of automatic speech recognition (ASR) technology, ASR-based pronunciation assessment can diagnose learners' pronunciation problems. Meanwhile, ASR-based pronunciation training allows more opportunities for pronunciation practice. This study aims to investigate the effectiveness of ASR technology in diagnosing English pronunciation errors and to explore teachers' and learners' attitudes towards using ASR technology as a pronunciation assessment tool and as a learning tool. Five Chinese EFL learners participated in read-aloud tests, including a human-assessed test and an ASR-assessed test. Pronunciation error types diagnosed by the two tests were compared to determine the extent of overlapping areas. The findings demonstrate that there were overlaps between human rating and machine rating at the segmental level. Moreover, it was found that learners' varied pronunciation learning needs were met by using the ASR technology. Implications of the study will provide insights relevant to using ASR technology to facilitate English pronunciation assessment and learning.

Age Norms for Auditory-Perceptual Neurophonetic Parameters: A Prerequisite for the Assessment of Childhood Dysarthria

2020 ◽  
Vol 63 (4) ◽  
pp. 1071-1082
Author(s):  
Theresa Schölderle ◽  
Elisabet Haas ◽  
Wolfram Ziegler
Keyword(s):  
Assessment Tool ◽  
Developmental Trajectories ◽  
Voice Quality ◽  
Typically Developing ◽  
Typically Developing Children ◽  
Age Norms ◽  
Elementary School Age ◽  
Speech Characteristics ◽  
Substantial Progress ◽  
Computer Based

Purpose The aim of this study was to collect auditory-perceptual data on established symptom categories of dysarthria from typically developing children between 3 and 9 years of age, for the purpose of creating age norms for dysarthria assessment. Method One hundred forty-four typically developing children (3;0–9;11 [years;months], 72 girls and 72 boys) participated. We used a computer-based game specifically designed for this study to elicit sentence repetitions and spontaneous speech samples. Speech recordings were analyzed using the auditory-perceptual criteria of the Bogenhausen Dysarthria Scales, a standardized German assessment tool for dysarthria in adults. The Bogenhausen Dysarthria Scales (scales and features) cover clinically relevant dimensions of speech and allow for an evaluation of well-established symptom categories of dysarthria. Results The typically developing children exhibited a number of speech characteristics overlapping with established symptom categories of dysarthria (e.g., breathy voice, frequent inspirations, reduced articulatory precision, decreased articulation rate). Substantial progress was observed between 3 and 9 years of age, but with different developmental trajectories across different dimensions. In several areas (e.g., respiration, voice quality), 9-year-olds still presented with salient developmental speech characteristics, while in other dimensions (e.g., prosodic modulation), features typically associated with dysarthria occurred only exceptionally, even in the 3-year-olds. Conclusions The acquisition of speech motor functions is a prolonged process not yet completed with 9 years. Various developmental influences (e.g., anatomic–physiological changes) shape children's speech specifically. Our findings are a first step toward establishing auditory-perceptual norms for dysarthria in children of kindergarten and elementary school age. Supplemental Material https://doi.org/10.23641/asha.12133380

Exploring the Validity and Operational Impact of Using Allied Health Assistants to Conduct Dysphagia Screening for Low-Risk Patients Within the Acute Hospital Setting

2020 ◽  
Vol 29 (4) ◽  
pp. 1944-1955 ◽  
Author(s):  
Maria Schwarz ◽  
Elizabeth C. Ward ◽  
Petrea Cornwell ◽  
Anne Coccetti ◽  
Pamela D'Netto ◽  
...  
Keyword(s):  
At Risk ◽  
Allied Health ◽  
Assessment Tool ◽  
Hospital Setting ◽  
Low Risk ◽  
False Negatives ◽  
Exact Agreement ◽  
Risk Patients ◽  
Impact Phase ◽  
Operational Impact

Purpose The purpose of this study was to examine (a) the agreement between allied health assistants (AHAs) and speech-language pathologists (SLPs) when completing dysphagia screening for low-risk referrals and at-risk patients under a delegation model and (b) the operational impact of this delegation model. Method All AHAs worked in the adult acute inpatient settings across three hospitals and completed training and competency evaluation prior to conducting independent screening. Screening (pass/fail) was based on results from pre-screening exclusionary questions in combination with a water swallow test and the Eating Assessment Tool. To examine the agreement of AHAs' decision making with SLPs, AHAs ( n = 7) and SLPs ( n = 8) conducted an independent, simultaneous dysphagia screening on 51 adult inpatients classified as low-risk/at-risk referrals. To examine operational impact, AHAs independently completed screening on 48 low-risk/at-risk patients, with subsequent clinical swallow evaluation conducted by an SLP with patients who failed screening. Results Exact agreement between AHAs and SLPs on overall pass/fail screening criteria for the first 51 patients was 100%. Exact agreement for the two tools was 100% for the Eating Assessment Tool and 96% for the water swallow test. In the operational impact phase ( n = 48), 58% of patients failed AHA screening, with only 10% false positives on subjective SLP assessment and nil identified false negatives. Conclusion AHAs demonstrated the ability to reliably conduct dysphagia screening on a cohort of low-risk patients, with a low rate of false negatives. Data support high level of agreement and positive operational impact of using trained AHAs to perform dysphagia screening in low-risk patients.

Measuring “Language Access Profiles” in Deaf and Hard-of-Hearing Children With the DHH Language Exposure Assessment Tool

2020 ◽  
pp. 1-25
Author(s):  
Matthew L. Hall ◽  
Stephanie De Anda
Keyword(s):  
Cluster Analysis ◽  
Exposure Assessment ◽  
Hard Of Hearing ◽  
Assessment Tool ◽  
Communication Mode ◽  
Developmental Potential ◽  
Language Access ◽  
Retest Reliability ◽  
Language Exposure ◽  
Test Retest Reliability

Purpose The purposes of this study were (a) to introduce “language access profiles” as a viable alternative construct to “communication mode” for describing experience with language input during early childhood for deaf and hard-of-hearing (DHH) children; (b) to describe the development of a new tool for measuring DHH children's language access profiles during infancy and toddlerhood; and (c) to evaluate the novelty, reliability, and validity of this tool. Method We adapted an existing retrospective parent report measure of early language experience (the Language Exposure Assessment Tool) to make it suitable for use with DHH populations. We administered the adapted instrument (DHH Language Exposure Assessment Tool [D-LEAT]) to the caregivers of 105 DHH children aged 12 years and younger. To measure convergent validity, we also administered another novel instrument: the Language Access Profile Tool. To measure test–retest reliability, half of the participants were interviewed again after 1 month. We identified groups of children with similar language access profiles by using hierarchical cluster analysis. Results The D-LEAT revealed DHH children's diverse experiences with access to language during infancy and toddlerhood. Cluster analysis groupings were markedly different from those derived from more traditional grouping rules (e.g., communication modes). Test–retest reliability was good, especially for the same-interviewer condition. Content, convergent, and face validity were strong. Conclusions To optimize DHH children's developmental potential, stakeholders who work at the individual and population levels would benefit from replacing communication mode with language access profiles. The D-LEAT is the first tool that aims to measure this novel construct. Despite limitations that future work aims to address, the present results demonstrate that the D-LEAT represents progress over the status quo.

Selecting the Optimal FM System for Children With Cochlear Implants

2008 ◽  
Vol 18 (1) ◽  
pp. 19-24
Author(s):  
Erin C. Schafer
Keyword(s):  
Speech Recognition ◽  
Cochlear Implants ◽  
Empirical Research ◽  
Background Noise ◽  
Signal To Noise Ratio ◽  
Evidence Based ◽  
Signal To Noise ◽  
Speech Processor ◽  
System Input ◽  
Optimal Type

Children who use cochlear implants experience significant difficulty hearing speech in the presence of background noise, such as in the classroom. To address these difficulties, audiologists often recommend frequency-modulated (FM) systems for children with cochlear implants. The purpose of this article is to examine current empirical research in the area of FM systems and cochlear implants. Discussion topics will include selecting the optimal type of FM receiver, benefits of binaural FM-system input, importance of DAI receiver-gain settings, and effects of speech-processor programming on speech recognition. FM systems significantly improve the signal-to-noise ratio at the child's ear through the use of three types of FM receivers: mounted speakers, desktop speakers, or direct-audio input (DAI). This discussion will aid audiologists in making evidence-based recommendations for children using cochlear implants and FM systems.

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