Shufei Duan
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View article: Multiangle Correlation Feature Extraction and Disease Prediction Model Construction for Patients With Post-Stroke Dysarthria
Multiangle Correlation Feature Extraction and Disease Prediction Model Construction for Patients With Post-Stroke Dysarthria Open
The clinical diagnosis and treatment of motor dysarthria in post-stroke patients is often subjective and neglects the impact of psychological and emotional disorders on disease progression. This study aims to analyze the correlation among …
View article: Construction and Evaluation of Mandarin Multimodal Emotional Speech Database
Construction and Evaluation of Mandarin Multimodal Emotional Speech Database Open
A multi-modal emotional speech Mandarin database including articulatory kinematics, acoustics, glottal and facial micro-expressions is designed and established, which is described in detail from the aspects of corpus design, subject select…
View article: Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform
Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform Open
Dysarthria speech contains the pathological characteristics of vocal tract and vocal fold, but so far, they have not yet been included in traditional acoustic feature sets. Moreover, the nonlinearity and non-stationarity of speech have bee…
View article: Design, construction and evaluation of emotional multimodal pathological speech database
Design, construction and evaluation of emotional multimodal pathological speech database Open
The lack of an available emotion pathology database is one of the key obstacles in studying the emotion expression status of patients with dysarthria. The first Chinese multimodal emotional pathological speech database containing multi-per…
View article: Acoustic-Articulatory Emotion Fusion Using Multiple Features and Cascaded Deep Learning Network
Acoustic-Articulatory Emotion Fusion Using Multiple Features and Cascaded Deep Learning Network Open
View article: A novel brain-computer interface based on audio-assisted visual evoked EEG and spatial-temporal attention CNN
A novel brain-computer interface based on audio-assisted visual evoked EEG and spatial-temporal attention CNN Open
Objective Brain-computer interface (BCI) can translate intentions directly into instructions and greatly improve the interaction experience for disabled people or some specific interactive applications. To improve the efficiency of BCI, th…
View article: Speech Emotion Recognition Using a Dual-Channel Complementary Spectrogram and the CNN-SSAE Neutral Network
Speech Emotion Recognition Using a Dual-Channel Complementary Spectrogram and the CNN-SSAE Neutral Network Open
In the background of artificial intelligence, the realization of smooth communication between people and machines has become the goal pursued by people. Mel spectrograms is a common method used in speech emotion recognition, focusing on th…
View article: Computer Audition for Healthcare: Opportunities and Challenges
Computer Audition for Healthcare: Opportunities and Challenges Open
OPINION article Front. Digit. Health, 26 June 2020 | https://doi.org/10.3389/fdgth.2020.00005
View article: Statistical Distribution Exploration of Tongue Movement for Pathological Articulation on Word/Sentence Level
Statistical Distribution Exploration of Tongue Movement for Pathological Articulation on Word/Sentence Level Open
Pathological articulation exploration, especially the study of the kinematic characteristics of motor organ, is helpful to further reveal the essence of motor dysarthria. Due to the scarcity of the available pathological pronunciation data…
View article: Articulatory-Acoustic Analyses of Mandarin Words in Emotional Context Speech for Smart Campus
Articulatory-Acoustic Analyses of Mandarin Words in Emotional Context Speech for Smart Campus Open
Recent years, along with the promotion of smart campus, social networks developed rapidly which demands high accuracy of man-man & man-machine interaction technologies. Thus, physiological information in speech interactive processing has b…