Automatic fury recognition in audio records

被引:0
|
作者
Ciobanu, Adrian [1 ]
Luca, Mihaela [1 ]
Musca, Elena [1 ]
Pavaloi, Ioan [1 ]
机构
[1] Romanian Acad, Iasi Branch, Inst Comp Sci, Iasi, Romania
关键词
pattern classification; speech processing; speech recognition;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The paper is focused on automatic detection of fury emotion in audio records, using data extracted from the vocalic analysis of formants. We have studied speech prosody and voice inflexions and we recognised fury using classification algorithms applied to two databases, one with professional voices and another with normal voices, both of them recorded on the base of selected texts in Romanian language. We used relevant stories for generating fury emotion. We obtained interesting results that can be used in a large variety of possible applications.
引用
收藏
页码:176 / 179
页数:4
相关论文
共 50 条
  • [1] Emotion Recognition in Audio Records
    Pavaloi, Ioan
    Musca, Elena
    Rotaru, Florin
    2013 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS), 2013,
  • [2] Visualization of Audio Records for Automatic Bird Species Identification
    Reyes, Angie K.
    Camargo, Jorge E.
    2015 20TH SYMPOSIUM ON SIGNAL PROCESSING, IMAGES AND COMPUTER VISION (STSIVA), 2015,
  • [3] AUTOMATIC RECOGNITION AND INTERPRETATION OF SODAR RECORDS
    CHAUDHURI, BB
    DE, AK
    GANGULY, A
    DAS, J
    INDIAN JOURNAL OF RADIO & SPACE PHYSICS, 1992, 21 (02): : 123 - 128
  • [4] A Comparative Study in Automatic Recognition of Broadcast Audio
    Ntalampiras, Stavros
    Fakotakis, Nikos
    INTERSPEECH 2008: 9TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2008, VOLS 1-5, 2008, : 2498 - 2501
  • [5] AUDD: Audio Urdu Digits Dataset for Automatic Audio Urdu Digit Recognition
    Chandio, Aisha
    Shen, Yao
    Bendechache, Malika
    Inayat, Irum
    Kumar, Teerath
    APPLIED SCIENCES-BASEL, 2021, 11 (19):
  • [6] Automatic Recognition of Birds Through Audio Spectral Analysis
    Aparna, P. C.
    2015 FIFTH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING AND COMMUNICATIONS (ICACC), 2015, : 395 - 398
  • [7] Automatic speech recognition using audio visual cues
    Yashwanth, H
    Mahendrakar, H
    David, S
    PROCEEDINGS OF THE IEEE INDICON 2004, 2004, : 166 - 169
  • [8] Automatic recognition of depression based on audio and video: A review
    Han, Meng-Meng
    Li, Xing-Yun
    Yi, Xin-Yu
    Zheng, Yun-Shao
    Xia, Wei-Li
    Liu, Ya-Fei
    Wang, Qing-Xiang
    WORLD JOURNAL OF PSYCHIATRY, 2024, 14 (02):
  • [9] Synthesising Audio Adversarial Examples for Automatic Speech Recognition
    Qu, Xinghua
    Wei, Pengfei
    Gao, Mingyong
    Sun, Zhu
    Ong, Yew-Soon
    Ma, Zejun
    PROCEEDINGS OF THE 28TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2022, 2022, : 1430 - 1440
  • [10] Reliable Automatic Recognition for Pitch-Shifted Audio
    Bellettini, C.
    Mazzini, G.
    2008 PROCEEDINGS OF 17TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, VOLS 1 AND 2, 2008, : 838 - 843