Articulatory Acoustic Feature Applications in Speech Synthesis

被引:0
|
作者
Cahill, Peter [1 ]
Aioanei, Daniel [1 ]
Carson-Berndsen, Julie [1 ]
机构
[1] Univ Coll Dublin, Sch Informat & Comp Sci, Dublin 2, Ireland
关键词
speech synthesis; unit selection; articulatory acoustic feature extraction;
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
The quality of unit selection speech synthesisers depends significantly on the content of the speech database being used. In this paper a technique is introduced that can highlight mispronunciations and abnormal units in the speech synthesis voice database through the use of articulatory acoustic feature extraction to obtain an additional layer of annotation. A set of articulatory acoustic feature classifiers help minimise the selection of inappropriate units in the speech database and are shown to significantly improve the word error rate of a diphone synthesiser.
引用
收藏
页码:1917 / 1920
页数:4
相关论文
共 50 条
  • [1] Combining acoustic and articulatory feature information for robust speech recognition
    Kirchhoff, K
    Fink, GA
    Sagerer, G
    [J]. SPEECH COMMUNICATION, 2002, 37 (3-4) : 303 - 319
  • [2] Effect of articulatory and acoustic features on the intelligibility of speech in noise: An articulatory synthesis study
    Thuanvan Ngo
    Akagi, Masato
    Birkholz, Peter
    [J]. SPEECH COMMUNICATION, 2020, 117 : 13 - 20
  • [3] ACOUSTIC-TO-ARTICULATORY INVERSION BASED ON SPEECH DECOMPOSITION AND AUXILIARY FEATURE
    Wang, Jianrong
    Liu, Jinyu
    Zhao, Longxuan
    Wang, Shanyu
    Yu, Ruiguo
    Liu, Li
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 4808 - 4812
  • [4] Feature-Space Transform Tying in Unified Acoustic-Articulatory Modelling for Articulatory Control of HMM-based Speech Synthesis
    Ling, Zhen-Hua
    Richmond, Korin
    Yamagishi, Junichi
    [J]. 12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 124 - +
  • [5] A HMM Based Speech Synthesis Method Using Articulatory Feature
    Li, Yong
    Yin, Qing
    [J]. PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 185 - 189
  • [6] The impact of cross language on acoustic-to-articulatory inversion and its influence on articulatory speech synthesis
    Illa, Aravind
    Nair, Aanish
    Ghosh, Prasanta Kumar
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 8267 - 8271
  • [7] Critique: Speech perception: Acoustic or articulatory?
    OShaughnessy, D
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1996, 99 (03): : 1726 - 1729
  • [8] Articulatory Speech Re-synthesis: Profiting from Natural Acoustic Speech Data
    Bauer, Dominik
    Kannampuzha, Jim
    Kroeger, Bernd J.
    [J]. CROSS-MODAL ANALYSIS OF SPEECH, GESTURES, GAZE AND FACIAL EXPRESSIONS, 2009, 5641 : 344 - +
  • [9] MULTI-MODAL ACOUSTIC-ARTICULATORY FEATURE FUSION FOR DYSARTHRIC SPEECH RECOGNITION
    Yue, Zhengjun
    Loweimi, Erfan
    Cvetkovic, Zoran
    Christensen, Heidi
    Barker, Jon
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 7372 - 7376
  • [10] Acoustic speech to lip feature mapping for multimedia applications
    Li, CL
    Dansereau, RM
    Goubran, RA
    [J]. ISPA 2003: PROCEEDINGS OF THE 3RD INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, PTS 1 AND 2, 2003, : 829 - 832