PVR-AFM:一种基于非线性结构的病态语音修复系统
Tao Zhang1, Xiaonan Liu1, Ganjun Liu1
1School of Electrical and Information Engineering, Tianjin University, Tianjin, China, 300072.
Journal of voice : official journal of the Voice Foundation
|September 17, 2023
概括
这项研究引入了一种针对病态声音的新型非侵入性修复系统,提高了声音障碍患者的语音可理解性. 该系统有效地处理多母音,提高了通信准确性.
科学领域:
- 语音信号处理 语音信号处理
- 生物声学是一种生物声学.
- 医疗工程 医学工程
背景情况:
- 现有的语音处理系统往往忽略了声音障碍的个体.
- 在专业人士,老年人和吸烟者中常见的病态声音需要专门的处理.
- 需要使用非侵入性系统来修复和改善语音障碍的可理解性.
研究的目的:
- 开发和评估一种非侵入性修复系统,用于病态声音.
- 为了满足声音障碍患者的特定沟通需求.
- 提高病态语音信号的清晰度和可理解性.
主要方法:
- 采用了一种非线性模型,将振幅调制 (AM) 和频率调制 (FM) 结合起来,用于和形成物提取.
- 开发了一种音调提取算法,以确保稳定性并防止病态声音中的双音调错误.
- 设计了一种形式重建机制,以准确确定语音修复的频率和带宽.
主要成果:
- 拟议的系统证明了病态语音的可理解性得到了改善.
- 频谱观察和客观指标证实了该系统的有效性.
- 该系统成功地修复了多个多重形母音 (/a/, /i/, /u/).
结论:
- 开发的非侵入性系统有效地修复了病态的声音.
- 该系统增强了语音可理解性,有利于有语音障碍的个体.
- 这种方法为改善特定人群的语音通信准确性提供了一个有希望的解决方案.
相关概念视频
Larynx
1.6K
The human larynx, often referred to as the voice box, is an intricate organ located in the neck. It serves as a pathway for air to enter the lungs during respiration and is an essential component of voice production.
Anatomy of the Larynx
The larynx consists of various components, including cartilage, muscles, and vocal cords. Its structure includes three large unpaired cartilages—the thyroid, cricoid, and epiglottis—and three smaller paired cartilages—the arytenoids,...
Anatomy of the Larynx
The larynx consists of various components, including cartilage, muscles, and vocal cords. Its structure includes three large unpaired cartilages—the thyroid, cricoid, and epiglottis—and three smaller paired cartilages—the arytenoids,...
1.6K
Linear Approximation in Frequency Domain
109
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
109
Double Resonance Techniques: Overview
241
Double resonance techniques in Nuclear Magnetic Resonance (NMR) spectroscopy involve the simultaneous application of two different frequencies or radiofrequency pulses to manipulate and observe two distinct nuclear spins. One important application of double resonance is spin decoupling, which selectively suppresses coupling with one type of nucleus while observing the NMR signal from another nucleus, simplifying the spectrum and enhancing resolution.
Spin decoupling is usually achieved by...
Spin decoupling is usually achieved by...
241
Auditory Pathway
5.5K
Auditory pathways constitute the complex neural circuits responsible for transmitting and interpreting auditory information from the peripheral auditory system to the brain. Sound waves are initially captured by the outer ear, funneled through the ear canal, and reach the tympanic membrane (eardrum). These vibrations are transmitted via the middle ear's ossicles to the inner ear's cochlea.
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking...
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking...
5.5K
Reconstruction of Signal using Interpolation
233
Signal processing techniques are essential for accurately converting continuous signals to digital formats and vice versa. When a continuous signal is sampled with a period T, the resulting sampled signal exhibits replicas of the original spectrum in the frequency domain, spaced at intervals equal to the sampling frequency. To handle this sampled signal, a zero-order hold method can be applied, which creates a piecewise constant signal by retaining each sample's value until the next...
233


