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Extraction and utilization of excitation information of speech: A review
Speech production can be regarded as a process where a time-varying vocal tract system
(filter) is excited by a time-varying excitation. In addition to its linguistic message, the speech …
(filter) is excited by a time-varying excitation. In addition to its linguistic message, the speech …
Glottal source information for pathological voice detection
Automatic methods for the detection of pathological voice from healthy speech can be
considered as potential clinical tools for medical treatment. This study investigates the …
considered as potential clinical tools for medical treatment. This study investigates the …
[HTML][HTML] The effect of the MFCC frame length in automatic voice pathology detection
S Tirronen, SR Kadiri, P Alku - Journal of Voice, 2024 - Elsevier
Automatic voice pathology detection is a research topic, which has gained increasing
interest recently. Although methods based on deep learning are becoming popular, the …
interest recently. Although methods based on deep learning are becoming popular, the …
Proposing a new approach based on convolutional neural networks and random forest for the diagnosis of Parkinson's disease from speech signals
Parkinson which occurs because of affected motor system by central nervous system is a
neurodegenerative disease which is often seen in community. This disease, which is …
neurodegenerative disease which is often seen in community. This disease, which is …
A spectrogram-based deep feature assisted computer-aided diagnostic system for Parkinson's disease
Parkinson's disease is a neural degenerative disease. It slowly progresses from mild to
severe stage, resulting in the degeneration of dopamine cells of neurons. Due to the …
severe stage, resulting in the degeneration of dopamine cells of neurons. Due to the …
Exemplar-based sparse representations for detection of Parkinson's disease from speech
Parkinson's disease (PD) is a progressive neurological disorder which affects the motor
system. The automatic detection of PD improves the diagnosis of the disease, and it can be …
system. The automatic detection of PD improves the diagnosis of the disease, and it can be …
Apkinson: the Smartphone Application for Telemonitoring Parkinson's Patients Through speech, Gait and Hands Movement
Aim: This paper introduces Apkinson, a mobile application for motor evaluation and
monitoring of Parkinson's disease patients. Materials & methods: The App is based on …
monitoring of Parkinson's disease patients. Materials & methods: The App is based on …
High-resolution superlet transform based techniques for Parkinson's disease detection using speech signal
Parkinson's Disease (PD) is a matter of great concern when it comes to the health
management of elderly people. Tremors, muscle stiffness, change in cognitive abilities, and …
management of elderly people. Tremors, muscle stiffness, change in cognitive abilities, and …
[HTML][HTML] Automatic classification of the severity level of Parkinson's disease: A comparison of speaking tasks, features, and classifiers
M Kodali, SR Kadiri, P Alku - Computer Speech & Language, 2024 - Elsevier
Automatic speech-based severity level classification of Parkinson's disease (PD) enables
objective assessment and earlier diagnosis. While many studies have been conducted on …
objective assessment and earlier diagnosis. While many studies have been conducted on …