TY - JOUR
T1 - Accuracy of three speech recognition systems
T2 - Case study of dysarthric speech
AU - Hux, Karen
AU - Rankin-Erickson, Joan
AU - Manasse, Nancy
AU - Lauritzen, Elizabeth
N1 - Funding Information:
This research was supported in part by the Communication Disorders Technology Center, University of Nebraska-Lincoln, Lincoln, NE.
PY - 2000
Y1 - 2000
N2 - People who have dysarthric speech production and other motor disorders that limit their ability to access keyboards may benefit from speech recognition technology. This study compared the accuracy and improvement patterns of three speech recognition systems (Microsoft Dictation, Dragon Naturally Speaking, and Voice Pad Platinum) when presented with the speech of a traumatic brain injury survivor with mild dysarthria and a speaker without dysarthria. Data consisted of speech recognition accuracy percentages obtained following each of five training sessions using each system. Accuracy scores were based on participants' reading of preselected sentences and generation of novel sentences. Results showed that, for both speakers, the recognition accuracy of Dragon Naturally Speaking was significantly better and more consistent than that of the other two systems. The pattern of performance across probes and across systems was consistent between speakers. Given the training procedures employed, all three systems performed with greater accuracy when used by the speaker without dysarthria than by the speaker with dysarthria. Considerations for use and selection of speech recognition software are presented.
AB - People who have dysarthric speech production and other motor disorders that limit their ability to access keyboards may benefit from speech recognition technology. This study compared the accuracy and improvement patterns of three speech recognition systems (Microsoft Dictation, Dragon Naturally Speaking, and Voice Pad Platinum) when presented with the speech of a traumatic brain injury survivor with mild dysarthria and a speaker without dysarthria. Data consisted of speech recognition accuracy percentages obtained following each of five training sessions using each system. Accuracy scores were based on participants' reading of preselected sentences and generation of novel sentences. Results showed that, for both speakers, the recognition accuracy of Dragon Naturally Speaking was significantly better and more consistent than that of the other two systems. The pattern of performance across probes and across systems was consistent between speakers. Given the training procedures employed, all three systems performed with greater accuracy when used by the speaker without dysarthria than by the speaker with dysarthria. Considerations for use and selection of speech recognition software are presented.
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U2 - 10.1080/07434610012331279044
DO - 10.1080/07434610012331279044
M3 - Article
AN - SCOPUS:0034271946
SN - 0743-4618
VL - 16
SP - 186
EP - 196
JO - AAC: Augmentative and Alternative Communication
JF - AAC: Augmentative and Alternative Communication
IS - 3
ER -