Emotion recognition in video and audio through the use of Artificial Intelligence techniques

被引:0
|
作者
Lopez-Gil, Juan-Miguel [1 ]
Garay-Vitoria, Nestor [2 ]
机构
[1] Univ Basque Country UPV EHU, Comp Languages & Syst, Donostia San Sebastian, Spain
[2] Univ Basque Country UPV EHU, Comp Architecture & Technol, Donostia San Sebastian, Spain
关键词
Affective Computing; Emotion recognition; Artificial Intelligence;
D O I
10.1145/3335595.3335619
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents the results obtained in emotion recognition estimations are shown on audio and videos gathered from the RekEmozio database, for both Spanish and Basque languages. Emotion categorization has been performed using the Big-Six emotions, in which emotions considered as universal for all humankind are used. Regarding emotion recognition in human speech, the results obtained reached 60% in Spanish and 59% in Basque. Outcomes achieved for some of the techniques used reached 100% for emotional facial expression recognition. The work carried out so far opens the door for follow-up work for other languages or classifications.
引用
收藏
页数:2
相关论文
共 50 条
  • [41] A new approach of audio emotion recognition
    Ooi, Chien Shing
    Seng, Kah Phooi
    Ang, Li-Minn
    Chew, Li Wern
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (13) : 5858 - 5869
  • [42] Emotion, Cognition and Artificial Intelligence
    Megill, Jason
    [J]. MINDS AND MACHINES, 2014, 24 (02) : 189 - 199
  • [43] Emotion, Cognition and Artificial Intelligence
    Jason Megill
    [J]. Minds and Machines, 2014, 24 : 189 - 199
  • [44] Artificial intelligence, emotion and neuroscience
    Mira, J
    [J]. ARBOR-CIENCIA PENSAMIENTO Y CULTURA, 1999, 162 (640) : 473 - 506
  • [45] On the use of Artificial Intelligence techniques in Intelligent Transportation Systems
    Machin, Mirialys
    Sanguesa, Julio A.
    Garrido, Piedad
    Martinez, Francisco J.
    [J]. 2018 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE WORKSHOPS (WCNCW), 2018, : 332 - 337
  • [46] Employment Effects Associated with the Use of Artificial Intelligence Techniques
    David Leyton, Juan
    del Pilar Rodriguez, Maria
    Sebastian Correa, Juan
    [J]. REVISTA UNIVERSIDAD EMPRESA, 2014, 16 (26): : 215 - 253
  • [47] USE OF ARTIFICIAL INTELLIGENCE TECHNIQUES IN QUALITY IMPROVING PROCESS
    Kaya, Ihsan
    Engin, Orhan
    [J]. PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2005, 11 (01): : 103 - 114
  • [48] The use of artificial intelligence techniques in a catalytic probe modeling
    Drobnic, M
    Mozetic, M
    Gams, M
    Zalar, A
    [J]. VACUUM, 1998, 50 (3-4) : 277 - 280
  • [49] Artificial Intelligence Accidentally Learned Ecology through Video Games
    Barbe, Lou
    Mony, Cendrine
    Abbott, Benjamin W.
    [J]. TRENDS IN ECOLOGY & EVOLUTION, 2020, 35 (07) : 557 - 560
  • [50] Audio emotion perception and video highlight extraction
    Yu, Chunyan
    Weng, Zilin
    [J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2015, 27 (10): : 1890 - 1899