A Speech Corpus for Chronic Kidney Disease

Jihyun Mun; Sunhee Kim; Myeong Ju Kim; Jiwon Ryu; Sejoong Kim; Minhwa Chung

doi:10.1109/O-COCOSDA202257103.2022.9997994

A Speech Corpus for Chronic Kidney Disease

Jihyun Mun, Sunhee Kim, Myeong Ju Kim, Jiwon Ryu, Sejoong Kim, Minhwa Chung

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

In this study, we present a speech corpus of patients with chronic kidney disease (CKD) that will be used for research on pathological voice analysis, automatic illness identification, and severity prediction. This paper introduces the steps involved in creating this corpus, including the choice of speech-related parameters and speech lists as well as the recording technique. The speakers in this corpus, 289 CKD patients with varying degrees of severity who were categorized based on estimated glomerular filtration rate (eGFR), delivered sustained vowels, sentence, and paragraph stimuli. This study compared and analyzed the voice characteristics of CKD patients with those of the control group; the results revealed differences in voice quality, phoneme-level pronunciation, prosody, glottal source, and aerodynamic parameters.

Original language	English
Title of host publication	2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350398564
DOIs	https://doi.org/10.1109/O-COCOSDA202257103.2022.9997994
State	Published - 2022
Event	25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Hanoi, Viet Nam Duration: 24 Nov 2022 → 26 Nov 2022

Publication series

Name	2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings

Conference

Conference	25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022
Country/Territory	Viet Nam
City	Hanoi
Period	24/11/22 → 26/11/22

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

Keywords

automatic classification
chronic kidney disease
corpus development
voice analysis

Access to Document

10.1109/O-COCOSDA202257103.2022.9997994

Cite this

Mun, J., Kim, S., Kim, M. J., Ryu, J., Kim, S., & Chung, M. (2022). A Speech Corpus for Chronic Kidney Disease. In 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings (2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/O-COCOSDA202257103.2022.9997994

Mun, Jihyun ; Kim, Sunhee ; Kim, Myeong Ju et al. / A Speech Corpus for Chronic Kidney Disease. 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings).

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title = "A Speech Corpus for Chronic Kidney Disease",

abstract = "In this study, we present a speech corpus of patients with chronic kidney disease (CKD) that will be used for research on pathological voice analysis, automatic illness identification, and severity prediction. This paper introduces the steps involved in creating this corpus, including the choice of speech-related parameters and speech lists as well as the recording technique. The speakers in this corpus, 289 CKD patients with varying degrees of severity who were categorized based on estimated glomerular filtration rate (eGFR), delivered sustained vowels, sentence, and paragraph stimuli. This study compared and analyzed the voice characteristics of CKD patients with those of the control group; the results revealed differences in voice quality, phoneme-level pronunciation, prosody, glottal source, and aerodynamic parameters.",

keywords = "automatic classification, chronic kidney disease, corpus development, voice analysis",

author = "Jihyun Mun and Sunhee Kim and Kim, {Myeong Ju} and Jiwon Ryu and Sejoong Kim and Minhwa Chung",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 ; Conference date: 24-11-2022 Through 26-11-2022",

year = "2022",

doi = "10.1109/O-COCOSDA202257103.2022.9997994",

language = "English",

series = "2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings",

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booktitle = "2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings",

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Mun, J, Kim, S, Kim, MJ, Ryu, J , Kim, S & Chung, M 2022, A Speech Corpus for Chronic Kidney Disease. in 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings. 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022, Hanoi, Viet Nam, 24/11/22. https://doi.org/10.1109/O-COCOSDA202257103.2022.9997994

A Speech Corpus for Chronic Kidney Disease. / Mun, Jihyun; Kim, Sunhee; Kim, Myeong Ju et al.
2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A Speech Corpus for Chronic Kidney Disease

AU - Mun, Jihyun

AU - Kim, Sunhee

AU - Kim, Myeong Ju

AU - Ryu, Jiwon

AU - Kim, Sejoong

AU - Chung, Minhwa

PY - 2022

Y1 - 2022

N2 - In this study, we present a speech corpus of patients with chronic kidney disease (CKD) that will be used for research on pathological voice analysis, automatic illness identification, and severity prediction. This paper introduces the steps involved in creating this corpus, including the choice of speech-related parameters and speech lists as well as the recording technique. The speakers in this corpus, 289 CKD patients with varying degrees of severity who were categorized based on estimated glomerular filtration rate (eGFR), delivered sustained vowels, sentence, and paragraph stimuli. This study compared and analyzed the voice characteristics of CKD patients with those of the control group; the results revealed differences in voice quality, phoneme-level pronunciation, prosody, glottal source, and aerodynamic parameters.

AB - In this study, we present a speech corpus of patients with chronic kidney disease (CKD) that will be used for research on pathological voice analysis, automatic illness identification, and severity prediction. This paper introduces the steps involved in creating this corpus, including the choice of speech-related parameters and speech lists as well as the recording technique. The speakers in this corpus, 289 CKD patients with varying degrees of severity who were categorized based on estimated glomerular filtration rate (eGFR), delivered sustained vowels, sentence, and paragraph stimuli. This study compared and analyzed the voice characteristics of CKD patients with those of the control group; the results revealed differences in voice quality, phoneme-level pronunciation, prosody, glottal source, and aerodynamic parameters.

KW - automatic classification

KW - chronic kidney disease

KW - corpus development

KW - voice analysis

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DO - 10.1109/O-COCOSDA202257103.2022.9997994

M3 - Conference contribution

AN - SCOPUS:85146366251

T3 - 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings

BT - 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022

Y2 - 24 November 2022 through 26 November 2022

ER -

Mun J, Kim S, Kim MJ, Ryu J , Kim S, Chung M. A Speech Corpus for Chronic Kidney Disease. In 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 25th Conference of the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2022 - Proceedings). doi: 10.1109/O-COCOSDA202257103.2022.9997994

A Speech Corpus for Chronic Kidney Disease

Abstract

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Keywords

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