A signal subspace approach for speech modelling and classification

QR Code

A signal subspace approach for speech modelling and classification

In this paper, a speech classifier inspired by the signal subspace approach is developed. A novel signal subspace speech model is initially obtained via a rank reducing subspace decomposition algorithm that is based on the SVD. Motivated by the assumption that the speech signal comprises of short te...

Full description

Bibliographic Details
Main Authors:	TAN, A, RAO, M, DAYASAGAR, B
Format:	Article
Language:	English
Published:	ELSEVIER SCIENCE BV 2007
Subjects:	T Technology (General) QA75.5-76.95 Electronic computers. Computer science
Online Access:	http://shdl.mmu.edu.my/3088/ http://shdl.mmu.edu.my/3088/1/1110.pdf

Similar Items

A composite signal subspace speech classifier
by: TAN, A, et al.
Published: (2007)

Robust Signal Subspace Speech Classifier
by: Tan, Alan W. C., et al.
Published: (2007)

Stabilization of sequential learning neural network in sonar target classification via a novel approach
by: Lim, , WS, et al.
Published: (2005)

2D CLAFIC Subspace Technique in Probabilistic Speaker Verification
by: Chong, L. Y., et al.
Published: (2007)

Classification of alcohol abusers: An intelligent approach
by: Kanna,, PS, et al.
Published: (2005)

Classification Of P300 Signals In Brain-Computer Interface Using Neural Networks With Adjustable Activation Functions
by: Aslarzanagh, Seyed Aliakbar Mousavi
Published: (2013)

Enhanced and automated approaches for fish recognition and classification system
by: Samma, Ali Salem Ali
Published: (2011)

Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP
by: Loo, C.K., et al.
Published: (2005)

Medical Image Modality Classification using Feature Weighted Clustering Approach.
by: Chandra, Bhavik Anil
Published: (2010)

Bootstrapping Kelantan and Sarawak Malay dialect models on text and phonetic analyses in text-to-speech system
by: Khaw, Jasmina Yen Min
Published: (2017)

A Framework For Automatic Code Switching Speech Recognition With Multilingual Acoustic And Pronunciation Models Adaptation
by: Ahmed, Basem H. A.
Published: (2014)

A Classification And Visualization Approach For Knowledge Management Of A Special Interest Group
by: Sulaiman, Shahida, et al.
Published: (2008)

Precise Fingerprint Enrolment through Projection Incorporated Subspace Based on Principal Component Analysis (PCA)
by: Islam, Md. Rajibul, et al.
Published: (2007)

Comparison between fuzzy and NN method for speech emotion recognition
by: Razak,, AA, et al.
Published: (2005)

An Improved K-Nearest Neighbors Approach Using Modified Term Weighting And Similarity Coefficient For Text Classification
by: Kadhim, Ammar Ismael
Published: (2016)

Preliminary Work on Speech Unit Selection Using Syntax Phonology Interface
by: Tiun, Sabrina, et al.
Published: (2008)

CDS522 – Text and Speech Analytics (Analitik Teks dan Pertuturan)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2021)

CDS522 – Text and Speech Analytics (Analitik Teks dan Pertuturan)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2023)

A Machine Learning Classification Approach To Detect Tls-Based Malware Using Entropy-Based Flow Set Features
by: Keshkeh, Kinan
Published: (2022)

Competitive approaches to PSO algorithms via new acceleration co-efficient variant with mutation operators
by: Arumugam, , MS, et al.
Published: (2005)

A face and speech biometric verification system using a simple Bayesian structure
by: Teoh, , ABJ, et al.
Published: (2005)

Natural Sounding Standard Malay Speech Synthesis Based On UTMK EBMT Architecture System
by: Tiun, Sabrina
Published: (2011)

CDS522 – Text and Speech Analytics (Analitik Teks dan Pertuturan) - February 2022
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2022)

An iterative approach to enhanced traffic signal optimization
by: WONG, Y, et al.
Published: (2008)

Enhanced Automated Framework For Cattle Tracking And Classification
by: Williams, Bello Rotimi
Published: (2022)

Novel Direct and Self-Regulating Approaches to Determine Optimum Growing Multi-Experts Network Structure
by: Loo, C.K., et al.
Published: (2004)

Neural network classification of late gamma band electroencephalogram features
by: Ravi, K. V. R., et al.
Published: (2006)

Enhanced Techniques For Detection And Classification Of Neighbor Discovery Protocol Anomalies
by: Firas (M.H.) S., Najjar
Published: (2016)

Similarity-Based Weights For Cross-Domain Sentiment Classification Of Product Reviews
by: Gupta, Aditi
Published: (2023)

Layered Botnet Detection Framework Based On Signal Processing And Discrete Time Analysis
by: Melhim, Loai Kayed Hassan Bani
Published: (2012)

Subspace Approach For Speech Signal Modelling And Classification
by: Tan, Alan Wee Chiat
Published: (2007)

IPv6 packet classification based on flow label, source and destination addresses
by: Poh, Eric C. K., et al.
Published: (2005)

Improving visual evoked potential feature classification for person recognition using PCA and normalization
by: Palaniappan, Ramaswamy, et al.
Published: (2006)

Taylor-Bird Swarm Optimization-Based Deep Belief Network For Medical Data Classification
by: Mohammed, Alhassan Afnan
Published: (2022)

Mapping of sub-watersheds from digital elevation model: A morphological approach
by: CHOCKALINGAM, L.
Published: (2003)

Software Model Checking For Distributed Applications Using Hybridization Of Centralization And Cache Approaches
by: Hing, Ratana
Published: (2024)

Behavioural Factors Based Crowd Evacuation Modelling Using Fuzzy-Neural Approach
by: Zakaria, Wahida
Published: (2020)

Hybridization Of Optimized Support Vector Machine And Artificial Neural Network For The Diabetic Retinopathy Classification Problem
by: Kader, Nur Izzati Ab
Published: (2019)

Short Text Classification Using An Enhanced Term Weighting Scheme And Filter-Wrapper Feature Selection
by: Alsmadi, Issa Mohammad Ibrahim
Published: (2018)

The Impact Of Gender And Gender Composition On Occupational Wage Inequality In Palestine: A Multilevel Modeling Approach
by: Ayyash, Mohsen H.H.
Published: (2021)