Reconstruction Of Speech Signal Using Empirical Mode Decomposition Based Glottal Source Extraction

被引：0

作者：

Goswami, Nisha ^{[1
]}

Sarma, Mousmita ^{[2
]}

Sarma, Kandarpa Kumar ^{[3
]}

机构：

[1] Gauhati Univ, Dept Elect & Commun Engn, Gauhati 14, Assam, India

[2] IIT Guwahati, Dept Elect & Elect Engn, Gauhati, Assam, India

[3] Gauhati Univ, Dept Elect & Commun Technol, Gauhati 14, Assam, India

来源：

2013 1ST INTERNATIONAL CONFERENCE ON EMERGING TRENDS AND APPLICATIONS IN COMPUTER SCIENCE (ICETACS) | 2013年

关键词：

Speech; Empirical Mode Decomposition (EMD); Intrinsic Mode Function (IMF); Fourier Transform (FT);

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, a novel technique for speech signal reconstruction is described using Empirical Mode Decomposition (EMD) of speech signal. EMD is applied for finding the glottal source signal of speech signals. After getting the source information, vocal tract filter response is determined and the original speech signal is reconstructed. The experimental result derived establishes the effectiveness of the proposed method.

引用

页码：27 / 32

页数：6

共 50 条

[1] Empirical Mode Decomposition Based Reconstruction of Speech Signal in Noisy Environment
Goswami, Nisha
Sarma, Mousmita
Sarma, Kandarpa Kumar
[J]. 2014 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2014, : 760 - 765
[2] Research of the Speech Signal Reconstruction at Empirical Mode Decomposition
Priorov, A. L.
Pavlovichev, P. O.
Khryashchev, V. V.
[J]. 2017 IEEE EAST-WEST DESIGN & TEST SYMPOSIUM (EWDTS), 2017,
[3] Glottal Source Estimation Based on Bivariate Empirical Mode Decomposition
Kemiha, Mina
Kacha, Abdellah
[J]. 2015 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2015, : 311 - +
[4] Characterizing Glottal Activity from Speech using Empirical Mode Decomposition
Sharma, Rajib
Prasanna, S. R. Mahadeva
[J]. 2015 TWENTY FIRST NATIONAL CONFERENCE ON COMMUNICATIONS (NCC), 2015,
[5] Optimal Signal Reconstruction Using the Empirical Mode Decomposition
Weng, Binwei
Barner, Kenneth E.
[J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)
[6] Optimal Signal Reconstruction Using the Empirical Mode Decomposition
Binwei Weng
Kenneth E. Barner
[J]. EURASIP Journal on Advances in Signal Processing, 2008
[7] Empirical mode decomposition of voiced speech signal
Bouzid, A
Ellouze, N
[J]. ISCCSP : 2004 FIRST INTERNATIONAL SYMPOSIUM ON CONTROL, COMMUNICATIONS AND SIGNAL PROCESSING, 2004, : 603 - 606
[8] A Gyroscope Signal Denoising Method Based on Empirical Mode Decomposition and Signal Reconstruction
Liu, Chenchen
Yang, Zhiqiang
Shi, Zhen
Ma, Ji
Cao, Jian
[J]. SENSORS, 2019, 19 (23)
[9] Pathological speech signal analysis and classification using empirical mode decomposition
Kaleem, Muhammad
Ghoraani, Behnaz
Guergachi, Aziz
Krishnan, Sridhar
[J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2013, 51 (07) : 811 - 821
[10] Pathological speech signal analysis and classification using empirical mode decomposition
Muhammad Kaleem
Behnaz Ghoraani
Aziz Guergachi
Sridhar Krishnan
[J]. Medical & Biological Engineering & Computing, 2013, 51 : 811 - 821

← 1 2 3 4 5 →