Art

J-GLOBAL ID：201902255736733030   Reference number：19A0918554

Acoustic Scene Classification Using Efficient Summary Statistics and Multiple Spectro-Temporal Descriptor Fusion

効率的な要約統計と多重スペクトル-時間記述子融合を用いた音響シーン分類【JST・京大機械翻訳】

Author (5)： Ye Jiaxing (National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono, Tsukuba, Ibaraki 305-8568 Japan) ,  Kobayashi Takumi (Artificial Intelligence Research Center (AIRC), National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono, Tsukuba, Ibaraki 305-8568 Japan) ,  Toyama Nobuyuki (National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono, Tsukuba, Ibaraki 305-8568 Japan) ,  Tsuda Hiroshi (National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono, Tsukuba, Ibaraki 305-8568 Japan) ,  Murakawa Masahiro (Artificial Intelligence Research Center (AIRC), National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono, Tsukuba, Ibaraki 305-8568 Japan)
Material： Applied Sciences (Web)
Volume： 8  Issue： 8  Page： 1363  Publication year： 2018 
JST Material Number： U7135A  ISSN： 2076-3417  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： This paper presents a novel ap...

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Thesaurus term： effectiveness ,  robustness ,  auditory sense ,  interference ,  *Sound ,  controlled index term ,  neuroscience ,  characterization ,  weighting ,  two dimension ,  feature vector ,  local structure
Semi thesaurus term： 脆弱性 ,  音響特徴 ,  *シーン分類 , 【Automatic Indexing@JST】

Author keywords (5)： acoustic scene classification ,  time-frequency analysis ,  local descriptor ,  summary statistics ,  convex combination

JST classification (1)： Remote sensing in general  (AD04000L)

Reference (25)：

• Chu, S.; Narayanan, S.; Jay Kuo, C.C. Environmental sound recognition with time-frequency audio features. IEEE Trans. Audio Speech Lang. Process. 2009, 17, 1142-1158.
• Barchiesi, D.; Giannoulis, D.; Stowell, D.; Plumbley, M.D. Acoustic scene classification: Classifying environments from the sounds they produce. IEEE Signal Process. Mag. 2015, 32, 16-34.
• Wang, W. Machine Audition: Principles, Algorithms and Systems; IGI Global Press: Hershey, PA, USA, 2011.
• McDermott, J.H.; Simoncelli, E.P. Sound texture perception via statistics of the auditory periphery: Evidence from sound synthesis. Neuron 2011, 71, 926-940.
• McDermott, J.H.; Schemitsch, M.; Simoncelli, E.P. Summary statistics in auditory perception. Nat. Neurosci. 2013, 16, 493-498.

Terms in the title (6)： 統計 ,  多重スペクトル ,  記述子 ,  融合 ,  音響 ,  シーン分類