An Open-source State-of-the-art Toolbox for Broadcast News Diarization

被引:0
|
作者
Rouvier, Mickael [1 ]
Dupuy, Gregor [1 ]
Gay, Paul [1 ]
Khoury, Elie [1 ]
Merlin, Teva [1 ]
Meignier, Sylvain [1 ]
机构
[1] LUNAM Univ, LIUM, Le Mans, France
关键词
speaker diarization; broadcast news; open-source; SPEAKER DIARIZATION;
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
This paper presents the LIUM open-source speaker diarization toolbox, mostly dedicated to broadcast news. This tool includes both Hierarchical Agglomerative Clustering using well-known measures such as BIC and CLR, and the new ILP clustering algorithm using i-vectors. Diarization systems are tested on the French evaluation data from ESTER, ETAPE and REPERE campaigns.
引用
收藏
页码:1476 / 1480
页数:5
相关论文
共 50 条
  • [21] MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis
    Buitelaar, Paul
    Wood, Ian D.
    Negi, Sapna
    Arcan, Mihael
    McCrae, John P.
    Abele, Andrejs
    Robin, Cecile
    Andryushechkin, Vladimir
    Ziad, Housam
    Sagha, Hesam
    Schmitt, Maximilian
    Schuller, Bjoern W.
    Fernando Sanchez-Rada, J.
    Iglesias, Carlos A.
    Navarro, Carlos
    Giefer, Andreas
    Heise, Nicolaus
    Masucci, Vincenzo
    Danza, Francesco A.
    Caterino, Ciro
    Smrz, Pavel
    Hradis, Michal
    Povolny, Filip
    Klimes, Marek
    Matejka, Pavel
    Tummarello, Giovanni
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 20 (09) : 2454 - 2465
  • [22] Open-source toolbox for photographic characterization of optical propagation
    Sorensen, Simon R.
    Ulsig, Emil Z.
    Philip, Frederik E.
    Sorensen, Frederik R. B.
    Madsen, Magnus L.
    Gardner, Asger B.
    Tonning, Peter
    Thomsen, Simon T.
    Gravesen, Kevin B.
    Stanton, Eric J.
    Volet, Nicolas
    [J]. OPTICS LETTERS, 2024, 49 (15) : 4098 - 4101
  • [23] pystemlib: Towards an Open-Source Tracking, State Estimation, and Mapping Toolbox in Python']Python
    Altman, Emilie
    Carniglia, Peter
    Gatsak, Tatiana
    Balaji, Bhashyam
    [J]. SIGNAL PROCESSING, SENSOR/INFORMATION FUSION, AND TARGET RECOGNITION XXVII, 2018, 10646
  • [24] The masked priming toolbox: an open-source MATLAB toolbox for masked priming researchers
    Wilson, Andrew D.
    Tresilian, James
    Schlaghecken, Friederike
    [J]. BEHAVIOR RESEARCH METHODS, 2011, 43 (01) : 210 - 214
  • [25] The masked priming toolbox: an open-source MATLAB toolbox for masked priming researchers
    Andrew D. Wilson
    James Tresilian
    Friederike Schlaghecken
    [J]. Behavior Research Methods, 2011, 43 : 210 - 214
  • [26] An operational land cover and land cover change toolbox: processing open-source data with open-source software
    Gatis, N.
    Carless, D.
    Luscombe, D. J.
    Brazier, R. E.
    Anderson, K.
    [J]. ECOLOGICAL SOLUTIONS AND EVIDENCE, 2022, 3 (03):
  • [28] State of the art of the broadcast news transcription system
    Zhang, Hong
    Huang, Tai-Yi
    Xu, Bo
    [J]. Zidonghua Xuebao/Acta Automatica Sinica, 2001, 27 (03): : 338 - 345
  • [29] A wave generation toolbox for the open-source CFD library: OpenFoam®
    Jacobsen, Niels G.
    Fuhrman, David R.
    Fredsoe, Jorgen
    [J]. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, 2012, 70 (09) : 1073 - 1088
  • [30] OpenMaze: An open-source toolbox for creating virtual navigation experiments
    Kyle Alsbury-Nealy
    Hongyu Wang
    Cody Howarth
    Alex Gordienko
    Margaret L. Schlichting
    Katherine D. Duncan
    [J]. Behavior Research Methods, 2022, 54 : 1374 - 1387