Prosody Analysis of Malay Language Storytelling Corpus

被引:1
|
作者
Ramli, Izzad [1 ]
Seman, Noraini [1 ]
Ardi, Norizah [2 ]
Jamil, Nursuriati [1 ]
机构
[1] Univ Teknol MARA, Digital Image Audio & Speech Technol Res Grp, Fac Comp & Math Sci, Shah Alam 40450, Malaysia
[2] Univ Teknol MARA, Acad Language Studies, Shah Alam 40450, Malaysia
来源
SPEECH AND COMPUTER | 2016年 / 9811卷
关键词
Neutral speech; Storytelling speech; Prosodic parameters; Expressive speech; Prosody rule-set; Text-To-Speech (TTS);
D O I
10.1007/978-3-319-43958-7_68
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the prosody of the storytelling speech corpus is analyzed. The main objective of the analysis is to develop prosody rules to convert neutral speech to storytelling speech. The speech corpus (neutral and storytelling speech) contains 464 speech sentences, 4,656 words, and 10,928 syllables. It was recorded by three female storytellers, one male professional speaker, two female speakers and two male speakers. The prosodic features considered for analysis are tempo, pause (sentence and phrase-level), duration, intensity, and pitch. Further analysis of the word categories exist in storytelling speech such as verb, adverb, adjective, noun, conjunction and amplifier are also conducted. The global prosody analysis showed that mean prosodic of storytelling is higher than neutral speech, especially intensity and pitch. Investigation on the word categories showed that words categorized as adverb, adjective, amplifier and conjunctions have significant number of prominent syllables. Meanwhile, nouns and verbs do not have significant difference between neutral and storytelling speech. Positions of the words (i.e. initial, middle, last) in a phrase for different word categories also proved to have different increasing factor in duration, pitch and intensity.
引用
收藏
页码:563 / 570
页数:8
相关论文
共 50 条
  • [1] The Development of an Integrated Corpus for Malay Language
    Abu Bakar, Normi Sham Awang
    [J]. COMPUTATIONAL SCIENCE AND TECHNOLOGY (ICCST 2019), 2020, 603 : 425 - 433
  • [2] An Analysis of Malay Language Emotional Speech Corpus for Emotion Recognition System
    Apandi, Nurfarihah
    Jamil, Nursuriati
    [J]. 2016 IEEE INDUSTRIAL ELECTRONICS AND APPLICATIONS CONFERENCE (IEACON), 2016, : 225 - 231
  • [3] MASS: A Malay Language LVCSR Corpus Resource
    Tan, Tien-Ping
    Xiao, Xiong
    Tang, Enya Kong
    Chng, Eng Siong
    Li, Haizhou
    [J]. ORIENTAL COCOSDA 2009 - INTERNATIONAL CONFERENCE ON SPEECH DATABASE AND ASSESSMENTS, 2009, : 25 - +
  • [4] The relationship between oral language and storytelling prosody in preschool children
    Chung, Wei-Lun
    Yang, Hui-Chun
    [J]. INFANT AND CHILD DEVELOPMENT, 2022, 31 (04)
  • [5] Automatic Contextual Storytelling in a Natural Language Corpus
    Sami, Ishrat Rahman
    [J]. CIKM '20: PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, 2020, : 3249 - 3252
  • [6] Betawi Malay word prosody
    van Heuven, Vincent J.
    Roosman, Lilie
    van Zanten, Ellen
    [J]. LINGUA, 2008, 118 (09) : 1271 - 1287
  • [7] Evidentials, politeness and prosody in Spanish: A corpus analysis
    Estelles Arguedas, Maria
    Albelda Marco, Marta
    [J]. JOURNAL OF POLITENESS RESEARCH-LANGUAGE BEHAVIOUR CULTURE, 2014, 10 (01): : 29 - 62
  • [8] THE DEVELOPMENT AND ANALYSIS OF A MALAY BROADCASR NEWS CORPUS
    Chong, Tze Yuang
    Xiao, Xiong
    Xu, Haihua
    Tan, Tien-Ping
    Chau-Khoa, Pham
    Lyu, Dau-Cheng
    Chng, Eng Siong
    Li, Haizhou
    [J]. 2013 INTERNATIONAL CONFERENCE ORIENTAL COCOSDA HELD JOINTLY WITH 2013 CONFERENCE ON ASIAN SPOKEN LANGUAGE RESEARCH AND EVALUATION (O-COCOSDA/CASLRE), 2013,
  • [9] Communicative deficits in agenesis of the corpus callosum: Nonliteral language and affective prosody
    Paul, LK
    Van Lancker-Sidtis, D
    Schieffer, B
    Dietrich, R
    Brown, WS
    [J]. BRAIN AND LANGUAGE, 2003, 85 (02) : 313 - 324
  • [10] PROSODY IN BRAZILIAN SIGN LANGUAGE - A CORPUS STUDY OF ENEM-2017
    da Silva, Rubia Carla
    de Oliveira Santana, Ana Paula
    [J]. REVISTA IBERO-AMERICANA DE ESTUDOS EM EDUCACAO, 2021, 16 (03): : 1963 - 1978