A hybrid model for pathological voice recognition of post-stroke dysarthria by using 1DCNN and double-LSTM networks

Author:

Ye Wujian,Jiang Zixing,Li Qi,Liu Yijun,Mou Zhiwei

Publisher

Elsevier BV

Subject

Acoustics and Ultrasonics

Reference33 articles.

1. Speech signal analysis and pattern recognition in diagnosis of dysarthria;Thoppil;Ann Indian Acad Neurol,2017

2. Diagnosing dysarthria with long short-term memory networks;Mayle;Proc Interspeech,2019

3. Deep learning IoT system for online stroke detection in skull computed tomography images;Dourado;Comput Netw,2019

4. A systematic review of measures of dysarthria severity in stroke patients;Chiaramonte;Phys Med Rehabil,2020

5. Dysarthria in stroke: A narrative review of its description and the outcome of intervention;Catherine;Internat J Speech Lang Pathol,2011

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