Audio-video machine learning regression predicts clinician-rated speech impairment in ALS with a mean RMSE of 0.93 on a 5-25 scale, but without statistically significant benefit over audio alone.
Xu et al., «Global variation in prevalence and incidence of amyotrophic lateral sclerosis: a systematic review and meta - analysis», J
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Multimodal Assessment of Speech Impairment in ALS Using Audio-Visual and Machine Learning Approaches
Audio-video machine learning regression predicts clinician-rated speech impairment in ALS with a mean RMSE of 0.93 on a 5-25 scale, but without statistically significant benefit over audio alone.