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SPEECH ANALYSIS ALGORITHMIC SYSTEM AND METHOD FOR OBJECTIVE EVALUATION AND/OR DISEASE DETECTION
SPEECH ANALYSIS ALGORITHMIC SYSTEM AND METHOD FOR OBJECTIVE EVALUATION AND/OR DISEASE DETECTION
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机译:用于客观评估和/或疾病检测的言语分析算法系统和方法
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摘要
Systems and methods use patient speech samples as inputs, use subjective multi-point ratings by speech-language pathologists of multiple perceptual dimensions of patient speech samples as further inputs, and extract laboratory-implemented features from the patient speech samples. A predictive software model learns the relationship between speech acoustics and the subjective ratings of such speech obtained from speech-language pathologists, and is configured to apply this information to evaluate new speech samples. Outputs may include objective evaluation of the plurality of perceptual dimensions for new speech samples and/or evaluation of disease onset, disease progression, or disease treatment efficacy for a condition involving dysarthria as a symptom, utilizing the new speech samples.
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