基于声学分析的鼾声识别与分类的关键问题研究

11974121
2019
A2305.生物声学与语言声学
彭健新
面上项目
教授
华南理工大学
63万元
特征提取;鼾声;声学分析;时频分析;噪声抑制
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 一种音频信号有声段端点检测方法及系统 专利 宋余君;彭健新
2 An OSAHS evaluation method based on multi-features acoustic analysis of snoring sounds 期刊论文 Yanmei Jiang;Jianxin Peng;Lijuan Song
3 Effective feature selection based on Fisher Ratio for snoring recognition using different validation methods 期刊论文 Xiaoran Sun;Jianxin Peng;Xiaowen Zhang;Lijuan Song
4 Identification of OSAHS patients based on ReliefF-mRMR feature selection 期刊论文 Ziqiang Ye;Jianxin Peng;Xiaowen Zhang;Lijuan Song
5 Acoustic analysis of snoring sound from different microphones 会议论文 Yuhe Yao;Jiecheng Zhu;Shaowei Guo;Wei Liu;Li Ding;Jianxin Peng
6 A Classification Method Related to Respiratory Disorder Events Based on Acoustical Analysis of Snoring 期刊论文 Can Wang;Jianxin Peng;Xiaowen Zhang
7 Automatic identifying OSAHS patients and simple snorers based on Gaussian mixture models 期刊论文 Xiaoran Sun;Li Ding;Yujun Song;Jianxin Peng;Lijuan Song;Xiaowen Zhang
8 AHI estimation of OSAHS patients based on snoring classification and fusion model 期刊论文 Yujun Song;Xiaoran Sun;Li Ding;Jianxin Peng;Lijuan Song;Xiaowen Zhang
9 Automatic classification of snoring sounds from excitation locations based on prototypical network 期刊论文 Li Ding;Jianxin Peng
10 Automatic snoring sounds detection from sleep sounds based on deep learning 期刊论文 Yanmei Jiang;Jianxin Peng;Xiaowen Zhang
11 Generalized Subspace Snoring Signal Enhancement Based on Noise Covariance Matrix Estimation 期刊论文 Li Ding;Jianxin Peng;Yanmei Jiang;Lijuan Song
12 Sleep Snoring Sound Recognition Based on Wavelet Packet Transform 期刊论文 Li Ding;Jianxin Peng;Lijuan Song;XiaowenZhang
13 Automatically detecting apnea-hypopnea snoring signal based on VGG19 + LSTM 期刊论文 Li Ding;Jianxin Peng;Lijuan Song;Xiaowen Zhang
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