GA, MR, FFNN, PNN and GMM based models for automatic text summarization

MA Fattah, F Ren - Computer Speech & Language, 2009 - Elsevier
This work proposes an approach to address the problem of improving content selection in
automatic text summarization by using some statistical tools. This approach is a trainable …

A survey of term weighting schemes for text classification

A Alsaeedi - International Journal of Data Mining, Modelling …, 2020 - inderscienceonline.com
Text document classification approaches are designed to categorise documents into
predefined classes. These approaches have two main components: document …

New term weighting schemes with combination of multiple classifiers for sentiment analysis

MA Fattah - Neurocomputing, 2015 - Elsevier
The rapid growth of social media on the Web, such as forum discussions, reviews, blogs,
micro-blogs, social networks and Twitter has created huge volume of opinionated data in …

A novel statistical feature selection approach for text categorization

MA Fattah - Journal of information processing systems, 2017 - koreascience.kr
For text categorization task, distinctive text features selection is important due to feature
space high dimensionality. It is important to decrease the feature space dimension to …

[HTML][HTML] Speech corpus for Medina dialect

HB Khalafallah, MA Fattah, R Abdulrahman - Journal of King Saud …, 2024 - Elsevier
Abstract Automatic Speech Recognition (ASR) has standard rules which must be followed
and considered carefully. Some difficulties that lead to less ASR performance is variations in …

[PDF][PDF] Nasality in speech and its contribution to speaker individuality

K Amino, H Makinae, T Kitamura - Fifteenth Annual Conference of …, 2014 - researchgate.net
The term nasality refers to the timbre of the nasal phonemes. It is also used to express the
quality of sound that characterises some speakers. In this paper, we propose to classify …

Speaker characteristics that appear in vowel nasalisation and their change over time

K Amino, T Osanai - Acoustical Science and Technology, 2012 - jstage.jst.go.jp
This study was designed to evaluate whether or not previously proposed acoustic measures
of vowel nasality are applicable for speaker comparison in a forensic context. Three acoustic …

[PDF][PDF] Speaker identification method using earth mover's distance for CCC speaker recognition evaluation 2006

S Kuroiwa, S Tsuge, M Kita, F Ren - International Journal of …, 2007 - aclanthology.org
In this paper, we present a non-parametric speaker identification method using Earth
Mover's Distance (EMD) designed for text-indepedent speaker identification and its …

Speaker identification using japanese monosyllables and contributions of nasal consonants and vowels to identification accuracy

K Amino, T Osanai - Japanese Journal of Forensic Science and …, 2013 - jstage.jst.go.jp
Previous research on speaker identiˆcation has demonstrated the eŠectiveness of using
syllables containing a nasal consonant. In this study, we investigated the contributions of …

Evaluation of EMD-based speaker recognition using ISCSLP2006 chinese speaker recognition evaluation corpus

S Kuroiwa, S Tsuge, M Kita, F Ren - Chinese Spoken Language …, 2006 - Springer
In this paper, we present the evaluation results of our proposed text-independent speaker
recognition method based on the Earth Mover's Distance (EMD) using ISCSLP2006 …