Distinctive features for classification of respiratory sounds between normal and crackles using cepstral coefficients
Classification of respiratory sounds between normal and abnormal is very crucial for screening and diagnosis purposes. Lung associated diseases can be detected through this technique. With the advancement of computerized auscultation technology, the adventitious sounds such as crackles can be d...
| Main Authors: | Mohd Johari, Nabila Husna, Abd Malik, Noreha, Sidek, Khairul Azami |
|---|---|
| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2018
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/67988/ http://irep.iium.edu.my/67988/7/67988%20Distinctive%20Features%20for%20Classification%20of.pdf http://irep.iium.edu.my/67988/13/67988%20Distinctive%20Features%20for%20Classification%20_scopus.pdf |
Similar Items
Distinctive features for normal and crackles respiratory sounds using cepstral coefficients
by: Mohd Johari, Nabila Husna, et al.
Published: (2019)
by: Mohd Johari, Nabila Husna, et al.
Published: (2019)
Classification of normal and crackles respiratory sounds into healthy and lung cancer groups
by: Abdul Malik, Noreha, et al.
Published: (2018)
by: Abdul Malik, Noreha, et al.
Published: (2018)
On the comparison of line spectral frequencies and mel-frequency cepstral coefficients using feedforward neural network for language identification
by: Gunawan, Teddy Surya, et al.
Published: (2018)
by: Gunawan, Teddy Surya, et al.
Published: (2018)
EEG emotion recognition using features of Mel Frequency Cepstral Coefficients
by: Othman, Marini, et al.
Published: (2011)
by: Othman, Marini, et al.
Published: (2011)
Wavelet cepstral coefficients for isolated speech recognition
by: Adam, Tarmizi, et al.
Published: (2012)
by: Adam, Tarmizi, et al.
Published: (2012)
Feature extraction using spectral centroid and mel frequency cepstral coefficient for Quranic accent automatic identification
by: Kamarudin, Noraziahtulhidayu, et al.
Published: (2014)
by: Kamarudin, Noraziahtulhidayu, et al.
Published: (2014)
Optimum information in crackling noise
by: Lu, Chunsheng, et al.
Published: (2005)
by: Lu, Chunsheng, et al.
Published: (2005)
ECG biometric recognition in different physiological conditions using robust normalized QRS complexes
by: Sidek, Khairul Azami, et al.
Published: (2012)
by: Sidek, Khairul Azami, et al.
Published: (2012)
ECG biometric recognition in different physiological conditions using robust normalized QRS complexes
by: Sidek, Khairul Azami, et al.
Published: (2012)
by: Sidek, Khairul Azami, et al.
Published: (2012)
Compressed ECG biometric using cardioid graph based feature extraction
by: Iqbal, Fatema-tuz-Zohra, et al.
Published: (2015)
by: Iqbal, Fatema-tuz-Zohra, et al.
Published: (2015)
Development of lie detector using photoplethysmogram signal
by: Shariff, Nur Amirah, et al.
Published: (2019)
by: Shariff, Nur Amirah, et al.
Published: (2019)
Electrocardiogram identification: Use a simple set of features in QRS complex to identify individuals
by: , Tuerxunwaili, et al.
Published: (2016)
by: , Tuerxunwaili, et al.
Published: (2016)
Ethnic recognition system for malay language speakers using gammatone frequency cepstral coefficients pitch (GFCCP) and pattern classification
by: Mohd Hanifa, Rafizah
Published: (2022)
by: Mohd Hanifa, Rafizah
Published: (2022)
Simple and efficient multibiometric technique for subject recognition using multilead electrocardiogram signal
by: Sidek, Khairul Azami, et al.
Published: (2013)
by: Sidek, Khairul Azami, et al.
Published: (2013)
Robust speaker gender identification using empirical mode decomposition-based cepstral features
by: Alipoor, Ghasem, et al.
Published: (2018)
by: Alipoor, Ghasem, et al.
Published: (2018)
Voice Recognition Algorithms using Mel Frequency Cepstral Coefficient (MFCC) and Dynamic Time Warping (DTW) Techniques
by: Muda, Lindasalwa, et al.
Published: (2010)
by: Muda, Lindasalwa, et al.
Published: (2010)
Gender identification of children using hidden Markov model based on Mel-frequency cepstral coefficient / Adira Ibrahim
by: Adira, Ibrahim
Published: (2013)
by: Adira, Ibrahim
Published: (2013)
Extracting features using computational cerebellar model for emotion classification
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
Electrocardiogram (ECG) based stress recognition integrated with different classification of age and gender
by: Nor Shahrudin, Nur Shahirah, et al.
Published: (2019)
by: Nor Shahrudin, Nur Shahirah, et al.
Published: (2019)
Development of cardioid based graph ECG heart abnormalities classification technique
by: Mohd Azam, Siti Nurfarah Ain, et al.
Published: (2015)
by: Mohd Azam, Siti Nurfarah Ain, et al.
Published: (2015)
Enhancement of low sampling frequency recordings for ECG biometric matching using interpolation
by: Sidek, Khairul Azami, et al.
Published: (2013)
by: Sidek, Khairul Azami, et al.
Published: (2013)
Automobile driver recognition under different physiological conditions using the electrocardiogram
by: Sidek, Khairul Azami, et al.
Published: (2011)
by: Sidek, Khairul Azami, et al.
Published: (2011)
Biometric sample extraction using Mahalanobis distance in cardioid based graph using electrocardiogram signals
by: Sidek, Khairul Azami, et al.
Published: (2012)
by: Sidek, Khairul Azami, et al.
Published: (2012)
The study of normal incidence sound absorption coefficience (Sound Absorption) of wood circular perforated panel (CPP) using numerical modelling technique
by: Dimon, Mohamad Ngasri
Published: (2006)
by: Dimon, Mohamad Ngasri
Published: (2006)
Features extraction of heart sounds using timefrequency distribution and mel-frequency cepstrum coefficient
by: Mohamed, Masnani
Published: (2006)
by: Mohamed, Masnani
Published: (2006)
Analysis of THUG: a low-interaction client honeypot to identify malicious websites and malwares
by: Zulkurnain, Nurul Fariza, et al.
Published: (2018)
by: Zulkurnain, Nurul Fariza, et al.
Published: (2018)
Normal incidence sound absorption coefficient of wood circular perforated panel using boundary element method
by: Ula, Munirul
Published: (2007)
by: Ula, Munirul
Published: (2007)
Normal incidence sound absorption coefficient of direct piercing carved wood panels (DPCWP) with geometric pattern
by: Dimon, Mohamad Ngasri
Published: (2008)
by: Dimon, Mohamad Ngasri
Published: (2008)
Real time PPG data acquisition with GUI based application for HRV measurement
by: Zainal, Nur Izzati, et al.
Published: (2016)
by: Zainal, Nur Izzati, et al.
Published: (2016)
Experimental results on sound absorption coefficients of Malaysian
woods
by: Mohammad, Janatul Islah, et al.
Published: (2011)
by: Mohammad, Janatul Islah, et al.
Published: (2011)
ECG biometric with abnormal cardiac conditions in remote monitoring system
by: Sidek, Khairul Azami, et al.
Published: (2014)
by: Sidek, Khairul Azami, et al.
Published: (2014)
Cardioid graph based ECG biometric using compressed QRS complex
by: Iqbal, Fatema-tuz-Zohra, et al.
Published: (2015)
by: Iqbal, Fatema-tuz-Zohra, et al.
Published: (2015)
Development of a photoplethysmography signal processing method for oxygen measurement concentration
by: Ahmed, Waiz, et al.
Published: (2015)
by: Ahmed, Waiz, et al.
Published: (2015)
Cardioid graph based ECG biometric recognition incorporating physiological variability
by: Iqbal, Fatema-tuz-Zohra, et al.
Published: (2014)
by: Iqbal, Fatema-tuz-Zohra, et al.
Published: (2014)
Identical and fraternal twin recognition using photoplethysmogram signals
by: Mohammed Nadzri, NurIzzati, et al.
Published: (2017)
by: Mohammed Nadzri, NurIzzati, et al.
Published: (2017)
Photoplethysmogram based biometric identification for twins incorporating gender variability
by: Mohammed Nadzri, Nur Izzati, et al.
Published: (2016)
by: Mohammed Nadzri, Nur Izzati, et al.
Published: (2016)
A review of ECG data acquisition for driver drowsiness detection
by: Nor Shahrudin, Nur Shahirah, et al.
Published: (2020)
by: Nor Shahrudin, Nur Shahirah, et al.
Published: (2020)
Wearable smartphone sync wireless remote health monitoring system
by: Abd Razak, Nurul Nabilah, et al.
Published: (2018)
by: Abd Razak, Nurul Nabilah, et al.
Published: (2018)
Identification of cardiac autonomic neuropathy patients using cardioid based graph for ECG biometric
by: Sidek, Khairul Azami, et al.
Published: (2011)
by: Sidek, Khairul Azami, et al.
Published: (2011)
Data mining technique on Cardioid graph based ECG biometric authentication
by: Sidek, Khairul Azami, et al.
Published: (2011)
by: Sidek, Khairul Azami, et al.
Published: (2011)
Similar Items
-
Distinctive features for normal and crackles respiratory sounds using cepstral coefficients
by: Mohd Johari, Nabila Husna, et al.
Published: (2019) -
Classification of normal and crackles respiratory sounds into healthy and lung cancer groups
by: Abdul Malik, Noreha, et al.
Published: (2018) -
On the comparison of line spectral frequencies and mel-frequency cepstral coefficients using feedforward neural network for language identification
by: Gunawan, Teddy Surya, et al.
Published: (2018) -
EEG emotion recognition using features of Mel Frequency Cepstral Coefficients
by: Othman, Marini, et al.
Published: (2011) -
Wavelet cepstral coefficients for isolated speech recognition
by: Adam, Tarmizi, et al.
Published: (2012)