Selection of optimal feature set in phoneme duration modeling

被引：0

作者：

Ozturk, Ozlem ^{[1
]}

Ciloglu, Tolga ^{[1
]}

机构：

[1] Dokuz Eylul Univ, Elekt & Elekt Muhendisligi Bolumu, Izmir, Turkey

来源：

2006 IEEE 14TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS 1 AND 2 | 2006年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In order to increase the intelligibility and naturalness of synthetic speech, the prosodic entities such as segmental duration, pitch, and energy should be modelled appropriately. This study presents determination of the optimal feature subset for modeling segmental duration in Turkish using Classification and Regression Trees (CART) based on feature selection methods.

引用

页码：686 / +

页数：3

共 50 条

[1] Unit selection without a phoneme set
Black, AW
Llitjós, AF
[J]. PROCEEDINGS OF THE 2002 IEEE WORKSHOP ON SPEECH SYNTHESIS, 2002, : 207 - 210
[2] PREDICTION OF PHONEME DURATION BY A DISTINCTIVE FEATURE MATRIX
NISHINUMA, Y
[J]. JOURNAL OF PHONETICS, 1984, 12 (02) : 169 - 173
[3] Optimal feature set selection in online signature verification
Rohilla S.
Sharma A.
Singla R.K.
[J]. International Journal of Biometrics, 2017, 9 (04) : 319 - 346
[4] Duration modeling with global phoneme-duration vectors
Ni, Jinfu
Shiga, Yoshinori
Kawai, Hisashi
[J]. INTERSPEECH 2019, 2019, : 4465 - 4469
[5] Selection of an Optimal Feature Set to Predict Heart Transplantation Outcomes
Medved, Dennis
Nugues, Pierre
Nilsson, Johan
[J]. 2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2016, : 3290 - 3293
[6] Feature set selection and optimal classifier for human activity recognition
Loesch, M.
Schmidt-Rohr, S.
Knoop, S.
Vacek, S.
Dillmann, R.
[J]. 2007 RO-MAN: 16TH IEEE INTERNATIONAL SYMPOSIUM ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION, VOLS 1-3, 2007, : 1015 - 1020
[7] Optimal evaluation of feature selection in intrusion detection modeling
Hu, Wei
Li, Jianhua
Shi, Jianjun
[J]. WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 5919 - +
[8] OPTIMAL FEATURE SET AND PARAMETER SELECTION FOR POWER QUALITY DATA MINING
Manimala, K.
Selvi, K.
Ahila, R.
[J]. APPLIED ARTIFICIAL INTELLIGENCE, 2012, 26 (03) : 204 - 228
[9] On the Selection of Optimal Feature Region Set for Robust Digital Image Watermarking
Tsai, Jen-Sheng
Huang, Win-Bin
Kuo, Yau-Hwang
[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 20 (03) : 735 - 743
[10] Feature Selection for Improved Phone Duration Modeling of Greek Emotional Speech
Lazaridis, Alexandros
Ganchev, Todor
Mporas, Iosif
Kostoulas, Theodoros
Fakotakis, Nikos
[J]. ARTIFICIAL INTELLIGENCE: THEORIES, MODELS AND APPLICATIONS, PROCEEDINGS, 2010, 6040 : 357 - 362

← 1 2 3 4 5 →