DTWFF-pitch feature and faster neural network convergence for speech recognition

QR Code

DTWFF-pitch feature and faster neural network convergence for speech recognition

This paper presents the pre-processing of speech templates for artificial neural network (ANN). The processed features are pitch and Linear Predictive Coefficients (LPC) for input and reference templates, based on Dynamic Time Warping (DTW) algorithm. The first task is to extract pitch features usin...

Full description

Bibliographic Details
Main Authors:	Sudirman, Rubita, Salleh, Sh. Hussain, Salleh, Shaharuddin
Format:	Article
Language:	English English
Published:	Faculty of Electrical Engineering 2007
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/8061/ http://eprints.utm.my/8061/3/RubitaSudirman2007_DTWFFPitchFeatureandFasterNeural.pdf http://eprints.utm.my/8061/4/564200.pdf

Similar Items

The Effectiveness of DTW-FF Coefficients and Pitch Feature in NN Speech Recognition
by: Sudirman, Rubita, et al.
Published: (2006)

NN with DTW-FF Coefficients and Pitch Feature for Speaker Recognition
by: Sudirman, Rubita, et al.
Published: (2006)

Local DTW Coefficients and Pitch Feature for Back-Propagation NN Digits Recognition
by: Sudirman, Rubita, et al.
Published: (2006)

Hybrid Method for Digits Recognition using Fixed-Frame Scores and Derived Pitch
by: Sudirman, Rubita, et al.
Published: (2006)

An improved method in speech signal input representation based on DTW technique for NN speech recognition system
by: Sudirman, Rubita, et al.
Published: (2007)

Local DTW coefficients and pitch feature for back-propagation NN digits recognition
by: Sudirman, R., et al.
Published: (2006)

Angular features analysis for gait recognition
by: Mohd. Isa, Nur Shahidah, et al.
Published: (2005)

NN speech recognition utilizing aligned DTW local distance scores
by: Sudirman, Rubita, et al.
Published: (2005)

Pre-processing of input features using LPC and warping process
by: Sudirman, Rubita, et al.
Published: (2005)

Recurrent neural network with backpropagation through time for speech recognition
by: Ahmad, A. M., et al.
Published: (2004)

Speech emotion recognition using deep feedforward neural network
by: Alghifari, Muhammad Fahreza, et al.
Published: (2018)

Enhanced faster region-based convolutional neural network for oil palm tree detection
by: Liu, Xinni
Published: (2021)

Time normalization of LPC feature using warping method
by: Sudirman, Rubita, et al.
Published: (2005)

Oil palm unstripped bunch detector using modified faster regional convolutional neural network
by: Wahyu, Sapto Aji, et al.
Published: (2022)

Square patch feature: faster weak-classifier for robust object detection
by: Mohd Mustafah, Yasir, et al.
Published: (2010)

Deep learning faster region-based convolutional neural network technique for oil palm tree counting
by: Xinni, Liu, et al.
Published: (2020)

Determinism in speech pitch relation to emotion
by: Ahmed Mustafa Mahmoud, *, et al.
Published: (2009)

Development of a PC-based electropalatograph system for speech therapy
by: Sudirman, Rubita, et al.
Published: (2002)

VHDL Modeling Of Speech Recognition Using Neural Network
by: Teoh, Kung Yu
Published: (2005)

Speaker Independent Speech Recognition Using Neural Network
by: Tan, Chin Luh
Published: (2004)

Speaker-Independent Malay Syllable Recognition Using Singular And Modular Neural Networks
by: Ting, Hua Nong, et al.
Published: (2001)

A faster learning neural network classifier using selective backpropagation
by: Craven, Michael P.
Published: (1997)

Feature-Fusion based Audio-Visual Speech Recognition using Lip Geometry Features in Noisy Environment
by: M. Z., Ibrahim, et al.
Published: (2015)

Comparison of Various Neural Network Language Models in Speech Recognition
by: Zuo, L., et al.
Published: (2016)

Emotion speech recognition using KDE and MLP neural networks
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)

Signal segmentation and its application in the feature extraction of speech
by: Abdul Rahman, Ahmad Idil, et al.
Published: (2000)

Speech emotion recognition using feature fusion of TEO and MFCC on multilingual databases
by: Ahmad Qadri, Syed Asif, et al.
Published: (2020)

A lip geometry approach for feature-fusion based audio-visual speech recognition
by: M. Z., Ibrahim, et al.
Published: (2014)

Face recognition using neural network
by: Alfatihah, Abdullah
Published: (2010)

Command by speech recognition
by: Ardian Syah, Mohd Yusof
Published: (2008)

Development of real-time embedded system with speech recognition for smart house
by: Yahya, Zuraimi, et al.
Published: (2007)

Speech features analysis of the joint speech separation and automatic speech recognition model / Tawseef Khan
by: Tawseef , Khan
Published: (2021)

Face recognition by artificial neural network using MATLAB
by: Mohamed, Abozar Atya, et al.
Published: (2021)

Unbalance failure recognition using recurrent neural network
by: M. M., Ruslan, et al.
Published: (2022)

Application of Speech Recognition for Swiftlet Vocalizations
by: Siti Nurzalikha Zaini, Husni Zaini, et al.
Published: (2013)

Bangla handwritten numeral recognition using convolutional neural network
by: Akhand, M. A. H, et al.
Published: (2015)

Bangla handwritten character recognition using convolutional neural network
by: Rahman, Md. Mahbubar, et al.
Published: (2015)

Speech recognition to determine emotions using quick propagation neural network / Aisyah Mohamad Tojid
by: Mohamad Tojid, Aisyah
Published: (2006)

Signature recognition using artificial neural network
by: Abushariah, Ahmad A. M., et al.
Published: (2011)

Wavelet cesptral coefficients for isolated speech recognition
by: Adam, Tarmizi, et al.
Published: (2013)