• DocumentCode
    118160
  • Title

    Multi-label bird classification using an ensemble classifier with simple features

  • Author

    Yi Ren Leng ; Huy Dat Tran

  • Author_Institution
    Inst. for Infocomm Res., A*STAR, Singapore, Singapore
  • fYear
    2014
  • fDate
    9-12 Dec. 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    For the Multi-label Bird Species Classification task in NIPS 2013, we design an ensemble classifier using simple audio features extracted from the given audio clips. The main difference of our approach is that we do not segment the audio or use local features and still achieve comparable results to the top teams of the challenge utilizing complex engineered features.
  • Keywords
    audio signal processing; feature extraction; signal classification; audio clips; audio feature extraction; ensemble classifier; multilabel bird species classification task; Birds; Feature extraction; Mel frequency cepstral coefficient; Radio frequency; Training; Vegetation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
  • Conference_Location
    Siem Reap
  • Type

    conf

  • DOI
    10.1109/APSIPA.2014.7041649
  • Filename
    7041649
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=118160