Syllable detection in read and spontaneous speech

被引:0
|
作者
Pfitzinger, HR
Burger, S
Heid, S
机构
关键词
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Automatic syllable detection is an important task when analysing very large speech corpora in order to answer questions concerning prosody, rhythm, speech rate, speech recognition and synthesis. In this paper a new method for automatic detection of syllable nuclei is presented. Two large spoken language corpora (PhonDatII, Verbmobil) were labelled by three phoneticians and then used to adjust the key parameters of the algorithm and to evaluate its error rate. Additionally, parts of the corpora were used to test the inter- and intra-individual consistency of the transcribers. The evaluation of the algorithm currently shows an error rate of 12.87% for read speech and 21.03% for spontaneous speech. The inter-individual consistency of 95.8% might be considered as an upper limit for any automatic detection method.
引用
收藏
页码:1261 / 1264
页数:4
相关论文
共 50 条
  • [1] Automatic detection of syllable boundaries in spontaneous speech
    Bigi, Brigitte
    Meunier, Christine
    Nesterenko, Irina
    Bertrand, Roxane
    LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010,
  • [2] DETECTION OF TARGET PHONEMES IN SPONTANEOUS AND READ SPEECH
    MEHTA, G
    CUTLER, A
    LANGUAGE AND SPEECH, 1988, 31 : 135 - 156
  • [3] Syllable frequency and syllable structure in the spontaneous speech production of patients with apraxia of speech
    Staiger, Anja
    Ziegler, Wolfram
    APHASIOLOGY, 2008, 22 (11) : 1201 - 1215
  • [4] SYLLABLE DETECTION IN CONTINUOUS SPEECH
    SARGENT, DC
    LI, KP
    FU, KS
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1974, 55 (02): : 410 - 410
  • [5] Comparison of read and spontaneous speech in case of Automatic Detection of Depression
    Kiss, Gabor
    Vicsi, Klara
    2017 8TH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFOCOMMUNICATIONS (COGINFOCOM), 2017, : 213 - 217
  • [6] SYLLABLE-BASED PROSODIC ANALYSIS OF AMHARIC READ SPEECH
    Jokisch, Oliver
    Birhanu, Yitagessu
    Hoffmann, Ruediger
    2012 IEEE WORKSHOP ON SPOKEN LANGUAGE TECHNOLOGY (SLT 2012), 2012, : 258 - 262
  • [7] Automatic Anomaly Detection for Dysarthria Across Two Speech Styles: Read vs Spontaneous Speech
    Laaridh, Imed
    Fredouille, Corinne
    Meunier, Christine
    LREC 2016 - TENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2016, : 1998 - 2004
  • [8] SPEECH RHYTHM GUIDED SYLLABLE NUCLEI DETECTION
    Zhang, Yaodong
    Glass, James R.
    2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 3797 - 3800
  • [9] Temporal properties of spontaneous speech - a syllable-centric perspective
    Greenberg, S
    Carvey, H
    Hitchcock, L
    Chang, SY
    JOURNAL OF PHONETICS, 2003, 31 (3-4) : 465 - 485
  • [10] GRASS: The Graz Corpus of Read and Spontaneous Speech
    Schuppler, Barbara
    Hagmueller, Martin
    Morales-Cordovilla, Juan A.
    Pessentheiner, Hannes
    LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2014, : 1465 - 1470