In this paper, we propose to quantify the quality of the recorded voice through objective nonlinear measures. Quantification of speech signal quality has been traditionally carried …
Previous studies have shown that the underlying process of speech generation exhibits nonlinear characteristics. Since linear features cannot represent a nonlinear system …
Acoustic analysis of voice features can complete the invasive observation-based methods for the diagnosis of vocal fold pathologies. Selection of an appropriate feature extraction …
This work describes a novel methodology to characterize voice diseases by using nonlinear dynamics, considering different complexity measures that are mainly based on the analysis …
In this paper we propose the use of nonlinear speech features to improve the voice quality measurement. We have tested a couple of features from the Dynamical System Theory …
Automatic voice pathology detection and classification systems effectively contribute to the assessment of voice disorders, enabling the early detection of voice pathologies and the …
This paper presents a study of the approaches in the state-of-the-art in the field of pathological speech signal analysis with a special focus on parametrization techniques. It …
M de Oliveira Rosa, JC Pereira… - IEEE Transactions on …, 2000 - ieeexplore.ieee.org
The use of noninvasive techniques to evaluate the larynx and vocal tract helps the speech specialists to perform accurate diagnose of diseases. In this study, a method to distinguish …
CE Martinez, HL Rufiner - … of the IEEE Engineering in Medicine …, 2000 - ieeexplore.ieee.org
It is well known that most laryngeal diseases and vocal fold pathologies cause significant changes in speech. Different procedures of clinical application for laryngeal examination …