Speaker Diarization Experiments for Romanian Parliamentary Speech

被引:0
|
作者
Lupu, Eugen [1 ]
Apatean, Anca [1 ]
Arsinte, Radu [1 ]
机构
[1] Tech Univ Cluj Napoca, Dept Commun, Cluj Napoca, Romania
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The speaker diarization system LIUM was developed for broadcast news data, but in this paper we employed it to evaluate the diariz ation performance over Romanian audio files of parliamentary speeches with different challenges (interruptions, noise, overlapping of speaker discourses etc.). More than 21 hours of speech belonging to few hundreds of speakers were used to evaluate the automatic process of segments assignation. The obtained results demonstrated that LIUM is proper even for parliamentary speeches with multiple challenges.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Speaker Diarization Using Gesture and Speech
    Gebre, Binyam Gebrekidan
    Wittenburg, Peter
    Drude, Sebastian
    Huijbregts, Marijn
    Heskes, Tom
    [J]. 15TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2014), VOLS 1-4, 2014, : 582 - 586
  • [2] Neural Network Speaker Descriptor in Speaker Diarization of Telephone Speech
    Zajic, Zbynek
    Zelinka, Jan
    Mueller, Ludek
    [J]. SPEECH AND COMPUTER, SPECOM 2017, 2017, 10458 : 555 - 563
  • [3] New experiments on speaker diarization for unsupervised speaking style voice building for speech synthesis
    Martinez-Gonzalez, Beatriz
    Manuel Pardo, Jose
    Echeverry-Correa, J. D.
    Montero, J. M.
    [J]. PROCESAMIENTO DEL LENGUAJE NATURAL, 2014, (52): : 77 - 84
  • [4] Detection of Overlapping Speech for the Purposes of Speaker Diarization
    Kunesova, Marie
    Hruz, Marek
    Zajic, Zbynek
    Radova, Vlasta
    [J]. SPEECH AND COMPUTER, SPECOM 2019, 2019, 11658 : 247 - 257
  • [5] Robust Speaker Diarization for Short Speech Recordings
    Imseng, David
    Friedland, Gerald
    [J]. 2009 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION & UNDERSTANDING (ASRU 2009), 2009, : 432 - +
  • [6] Speech Enhancement for Multimodal Speaker Diarization System
    Ahmad, Rehan
    Zubair, Syed
    Alquhayz, Hani
    [J]. IEEE ACCESS, 2020, 8 : 126671 - 126680
  • [7] Improved Overlapped Speech Handling for Speaker Diarization
    Boakye, Kofi
    Vinyals, Oriol
    Friedland, Gerald
    [J]. 12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 948 - +
  • [8] Experiments with Segmentation in an Online Speaker Diarization System
    Kunesova, Marie
    Zajic, Zbynek
    Radova, Vlasta
    [J]. TEXT, SPEECH, AND DIALOGUE, TSD 2017, 2017, 10415 : 429 - 437
  • [9] The Detection of Overlapping Speech with Prosodic Features for Speaker Diarization
    Zelenak, Martin
    Hernando, Javier
    [J]. 12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 1048 - 1051
  • [10] Simultaneous Speech Detection With Spatial Features for Speaker Diarization
    Zelenak, Martin
    Segura, Carlos
    Luque, Jordi
    Hernando, Javier
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2012, 20 (02): : 436 - 446