A review on speech processing using machine learning paradigm

KB Bhangale, K Mohanaprasad - International Journal of Speech …, 2021 - Springer
Speech processing plays a crucial role in many signal processing applications, while the
last decade has bought gigantic evolution based on machine learning prototype. Speech …

A tutorial review on clinical acoustic markers in speech science

BG Schultz, AP Vogel - Journal of Speech, Language, and Hearing …, 2022 - ASHA
Purpose: The human voice changes with the progression of neurological disease and the
onset of diseases that affect articulators, often decreasing the effectiveness of …

Reproducibility of voice parameters: The effect of room acoustics and microphones

P Bottalico, J Codino, LC Cantor-Cutiva, K Marks… - Journal of Voice, 2020 - Elsevier
Introduction Computer analysis of voice recordings is an integral part of the evaluation and
management of voice disorders. In many practices, voice samples are taken in rooms that …

Classification of dysarthric speech according to the severity of impairment: an analysis of acoustic features

BA Al-Qatab, MB Mustafa - IEEE Access, 2021 - ieeexplore.ieee.org
The automatic speech recognition (ASR) system is increasingly being applied as assistive
technology in the speech impaired community, for individuals with physical disabilities such …

Harmonic to noise ratio measurement-selection of window and length

J Fernandes, F Teixeira, V Guedes, A Junior… - Procedia computer …, 2018 - Elsevier
Abstract Harmonic to Noise Ratio (HNR) measures the ratio between periodic and non-
periodic components of a speech sound. It has become more and more important in the …

Acoustic analysis of vocal dysphonia

JP Teixeira, PO Fernandes - Procedia Computer Science, 2015 - Elsevier
Voice acoustic analysis is becoming more and more useful in diagnosis of voice disorders or
laryngological pathologies. The facility to record a voice signal is an advantage over other …

Multiparameter voice assessment in dysphonics: correlation between objective and perceptual parameters

SV Narasimhan, R Rashmi - Journal of Voice, 2022 - Elsevier
Background Perceptual assessment and objective measures of voice provide a quantifiable
tool for determining the degree of glottal closure, thus helping to distinguish dysphonic …

Medical decision support system for extremely imbalanced datasets

S Shilaskar, A Ghatol, P Chatur - Information Sciences, 2017 - Elsevier
Advanced biomedical instruments and data acquisition techniques generate large amount of
physiological data. For accurate diagnosis of related pathology, it has become necessary to …

Acoustic analysis of normal voice patterns in Italian adults by using Praat

C Gorris, AR Maccarini, F Vanoni, M Poggioli… - Journal of Voice, 2020 - Elsevier
This study was designed to identify the physiological vocal parameters of Italian adult
subjects by means of Praat software, differentiated by gender and age. The vocal …

A cross-sectional study of perceptual and acoustic voice characteristics in healthy aging

BG Schultz, S Rojas, M St John, E Kefalianos… - Journal of Voice, 2023 - Elsevier
Purpose The human voice qualitatively changes across the lifespan. Although some of these
vocal changes may be pathologic, other changes likely reflect natural physiological aging …