The Effectiveness of DTW-FF Coefficients and Pitch Feature in NN Speech Recognition

QR Code

The Effectiveness of DTW-FF Coefficients and Pitch Feature in NN Speech Recognition

This paper presents a method to extract speech features contained in the dynamic time warping path which originally was derived from linear predictive coding (LPC). For the purpose of recognition, the extracted feature will represent the inputs into neural network back-propagation. The new method p...

Full description

Bibliographic Details
Main Authors:	Sudirman, Rubita, Salleh, Sh-Hussain, Salleh, Shaharuddin
Format:	Conference or Workshop Item
Language:	English
Published:	2006
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/1971/ http://eprints.utm.my/1971/1/rubita06_Effectiveness_of_DTWFF_coefficients.pdf

Similar Items

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)

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

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

DTWFF-pitch feature and faster neural network convergence for speech recognition
by: Sudirman, Rubita, et al.
Published: (2007)

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

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

Voice Recognition Algorithms using Mel Frequency Cepstral Coefficient (MFCC) and Dynamic Time Warping (DTW) Techniques
by: Muda, Lindasalwa, et al.
Published: (2010)

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

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

Wavelet cepstral coefﬁcients for isolated speech recognition
by: Adam, Tarmizi, et al.
Published: (2012)

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

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

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

Ethnic recognition system for malay language speakers using gammatone frequency cepstral coefficients pitch (GFCCP) and pattern classification
by: Mohd Hanifa, Rafizah
Published: (2022)

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

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)

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

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

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)

A review of audio-visual speech recognition
by: Thum, Wei Seong, et al.
Published: (2018)

kNN Classification of Epilepsy Brainwaves
by: Mahfuzah, Mustafa, et al.
Published: (2013)

K-NN classification of brain dominance
by: Khairul Amrizal, Abu Nawas, et al.
Published: (2017)

Analysis of two adjacent articulation Quranic letters based on MFCC and DTW
by: Altalmas, Tareq, M., et al.
Published: (2018)

Malay speaker recognition system based on discrete HMM
by: Ariff, Ahmad Kamarul, et al.
Published: (2005)

DC motor speed regulation using speech recognition
by: Firda, Andriyan, et al.
Published: (2021)

Design of synchronous serial communication to control pitches of angklung
by: Anas Muzamil, Hamiddin
Published: (2013)

A channel quality indicator (CQI) prediction scheme using feed forward neural network (FF-NN) technique for MU-MIMO LTE system
by: Abdulhasan, Muntadher Qasim, et al.
Published: (2014)

Implementation of Speech Recognition Home Control System Using Arduino
by: Nurul Fadzilah, Hasan, et al.
Published: (2015)

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

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

Features extraction of heart sounds using timefrequency distribution and mel-frequency cepstrum coefficient
by: Mohamed, Masnani
Published: (2006)

Robust Feed-forward Schemes for Pitch Angle Control of Unmanned
by: Muhammad Salihin, Saealal
Published: (2010)

Computer-based speech training for children
by: Hua, Nong Ting, et al.
Published: (2004)

A novel lip geometry approach for audio-visual speech recognition
by: Mohd Zamri, Ibrahim
Published: (2014)

Independent learning of Quran (ILoQ)- alphabet using speech recognition
by: Shafiqah, Sholehuddin
Published: (2011)

Speech processing for makhraj recognition (design adaptive filter for noise removal)
by: Siti Nurmaisarah, Abdul Aziz
Published: (2010)