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The aim of this research work was to develop a method for broiler abnormal sound detection. The sounds were recorded in a broiler house for one week (24\/7). There were 20 thousand white feather broilers reared on the floor in a building. Results showed that the developed recognition algorithm, using wavelet transform Mel frequency cepstrum coefficients (WMFCCs), correlation distance Fisher criterion (CDF), and hidden Markov model (HMM), provided an average accuracy, precision, recall, and F1 of 93.8%, 94.4%, 94.1%, and 94.2%, respectively, for broiler sound samples. The results indicate that sound analysis can be used in broiler respiratory assessment in a commercial broiler farm.<\/jats:p>","DOI":"10.1155\/2020\/2985478","type":"journal-article","created":{"date-parts":[[2020,1,13]],"date-time":"2020-01-13T18:31:14Z","timestamp":1578940274000},"page":"1-7","source":"Crossref","is-referenced-by-count":32,"title":["A Novel Method for Broiler Abnormal Sound Detection Using WMFCC and HMM"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6085-8047","authenticated-orcid":true,"given":"Longshen","family":"Liu","sequence":"first","affiliation":[{"name":"College of Engineering, Nanjing Agricultural University, Nanjing 210031, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6604-8002","authenticated-orcid":true,"given":"Bo","family":"Li","sequence":"additional","affiliation":[{"name":"College of Engineering, Nanjing Agricultural University, Nanjing 210031, China"}]},{"given":"Ruqian","family":"Zhao","sequence":"additional","affiliation":[{"name":"College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China"}]},{"given":"Wen","family":"Yao","sequence":"additional","affiliation":[{"name":"College of Animal Science & Technology, Nanjing Agricultural University, Nanjing 210095, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8649-6083","authenticated-orcid":true,"given":"Mingxia","family":"Shen","sequence":"additional","affiliation":[{"name":"College of Engineering, Nanjing Agricultural University, Nanjing 210031, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2968-6440","authenticated-orcid":true,"given":"Ji","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Engineering, Nanjing Agricultural University, Nanjing 210031, China"}]}],"member":"311","reference":[{"issue":"20","key":"1","first-page":"197","volume":"33","year":"2017","journal-title":"Transactions of the Chinese Society of Agricultural Engineering"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-7998.2012.00920.x"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.03.020"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystemseng.2018.03.007"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.livsci.2012.10.013"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.applanim.2007.12.005"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.3390\/ani3030923"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2016.12.017"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2016.07.014"},{"key":"10","first-page":"215","volume-title":"Animal sound\u2026talks! 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