34637

Speech signal reconstruction from modified STFT magnitude spectra using homomorphic analysis/synthesis

Article

Last updated: 04 Jan 2025

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Abstract

Abstract:
This work presents a low complexity method of reconstructing a speech signal from a
homomorphic Cepstrum Coefficients. The homomorphic deconvolution has been the
main core to explore the vocal tract envelope characteristics as well as the excitation
signal Pitch frequency in order to simplify the source speech signal as minimum as
possible. This work usually used for the purpose of speech coding in order to minimize
the communication bandwidth. In this work we have avoided some analytical and
reconstruction steps that used to cost extra processing time causing extra delay. Those
steps are usually used in the most existing methods for this kind of work. Those steps
include the samples overlapping lag and Iterative phase retaining algorithm. A set of
harmonic sine waves based on the pitch frequency is used as an excitation signal to the
vocal tract filter in order to regenerate the speech signal. The intelligibility of the
reconstructed signal obtained is 3.5 in MOS of a subjective test, although the speech
signal was still recognizable.

DOI

10.21608/iceeng.2008.34637

Keywords

Cepstrum Coefficients, Speech signal reconstruction, Pitch extraction

Authors

First Name

Mahmud

Last Name

Gadallah

MiddleName

E.

Affiliation

Military Technical College.

Email

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City

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Orcid

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First Name

Alaa

Last Name

Rohaiem

MiddleName

-

Affiliation

Military Technical College.

Email

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City

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Orcid

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First Name

Ayman

Last Name

El Gezawy

MiddleName

-

Affiliation

Military Technical College.

Email

-

City

-

Orcid

-

Volume

6

Article Issue

6th International Conference on Electrical Engineering ICEENG 2008

Related Issue

5700

Issue Date

2008-05-01

Receive Date

2019-06-13

Publish Date

2008-05-01

Page Start

1

Page End

10

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_34637.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=34637

Order

184

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

MainTitle

Speech signal reconstruction from modified STFT magnitude spectra using homomorphic analysis/synthesis

Details

Type

Article

Created At

22 Jan 2023