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| Content Provider | ACM Digital Library |
|---|---|
| Author | Ahmed, Beena Gutierrez-osuna, Ricardo Shahin, Mostafa Parnandi, Avinash Mckechnie, Jacqueline Ballard, Kirrie Karappa, Virendra Lan, Tian |
| Copyright Year | 2015 |
| Abstract | We present a multitier system for the remote administration of speech therapy to children with apraxia of speech. The system uses a client-server architecture model and facilitates task-oriented remote therapeutic training in both in-home and clinical settings. The system allows a speech language pathologist (SLP) to remotely assign speech production exercises to each child through a web interface and the child to practice these exercises in the form of a game on a mobile device. The mobile app records the child's utterances and streams them to a back-end server for automated scoring by a speech-analysis engine. The SLP can then review the individual recordings and the automated scores through a web interface, provide feedback to the child, and adapt the training program as needed. We have validated the system through a pilot study with children diagnosed with apraxia of speech, their parents, and SLPs. Here, we describe the overall client-server architecture, middleware tools used to build the system, speech-analysis tools for automatic scoring of utterances, and present results from a clinical study. Our results support the feasibility of the system as a complement to traditional face-to-face therapy through the use of mobile tools and automated speech analysis algorithms. |
| Starting Page | 1 |
| Ending Page | 23 |
| Page Count | 23 |
| File Format | |
| ISSN | 19367228 |
| e-ISSN | 19367236 |
| DOI | 10.1145/2776895 |
| Volume Number | 7 |
| Issue Number | 3 |
| Journal | ACM Transactions on Accessible Computing (TACCESS) |
| Language | English |
| Publisher | Association for Computing Machinery (ACM) |
| Publisher Date | 2015-11-14 |
| Publisher Place | New York |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Childhood apraxia of speech Automated speech analysis Speech therapy |
| Content Type | Text |
| Resource Type | Article |
| Subject | Human-Computer Interaction Computer Science Applications |
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