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題名:透過語音特徵建構基於堆疊稀疏自編碼器演算法之婚姻治療中夫妻互動行為量表自動化評分系統
書刊名:International Journal of Computational Linguistics & Chinese Language Processing
作者:陳柏軒李祈均
作者(外文):Chen, Po-hsuanLee, Chi-chun
出版日期:2015
卷期:20:2
頁次:頁107-119
主題關鍵詞:深度學習堆疊自編碼器婚姻治療人類行為分析情緒分析Deep learningStacked autoencodersCouple therapyHuman behavior analysisEmotion recognition
原始連結:連回原系統網址new window
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  • 點閱點閱:28
期刊論文
1.Black, M. P.、Katsamanis, A.、Baucom, B. R.、Lee, C. C.、Lammert, A. C.、Christensen, A.、Georgiou, P. G.、Narayanan, S. S.(2013)。Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features。Speech Communication,55(1),1-21。  new window
2.Christensen, A.、Atkins, D. C.、Yi, J.、Baucom, D. H.、George, W. H.(2004)。Couple and individual adjustment for 2 years following a randomized clinical trial comparing traditional versus integrative behavioral couple therapy。J. Consult. Clin. Psychol.,72,176-191。  new window
3.Devillers, L.、Campbell, N.(2011)。Special issue of computer speech and language on affective speech in real-life interactions。Comput. Speech Lang.,25,1-3。  new window
4.Gonzaga, G. C.、Campos, B.、Bradbury, T.(2007)。Similarity, convergence, and relationship satisfaction in dating and married couples。J.Personal. Soc. Psychol.,93,34-48。  new window
5.Hinton, Geoffrey E.、Li, Deng、Dong, Yu、Dahl, George E.、Mohamed, Abdel-rahman、Jaitly, Navdeep、Kingsbury, Brian(2012)。Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups。IEEE Signal processing magazine,29(6),82-97。  new window
6.Karney, B. R.、Bradbury, T. N.(1995)。The longitudinal course of marital quality and stability: A review of theory, methods, and research。Psychol. Bull,118(1),3-34。  new window
7.O'Brian, M.、John, R. S.、Margolin, G.、Erel, O.(1994)。Reliability and diagnostic efficacy of parent's reports regarding children's exposure to martial aggression。Violence and Victims,9(1),45-62。  new window
8.Obst, O.(2014)。Distributed machine learning and sparse representations。Neurocomputing,124,1。  new window
9.Perwej, Y.、Chaturvedi, A.(2011)。Machine recognition of Hand written Characters using neural networks。International Journal of Computer Applications,14(2),6-9。  new window
10.Rubanov, N.(2000)。The layer-wise method and the backpropagation hybrid approach to learning a feedforward neural network。IEEE Trans. Neural Netw,11(2),295-305。  new window
11.Smirnov, E.、Timoshenko, D.、Andrianov, S.(2014)。Comparison of Regularization Methods for ImageNet Classification with Deep Convolutional Neural Networks。AASRI Procedia,6,89-94。  new window
12.Hinton, Geoffery E.、Salakhutdinov, Ruslan R.(2006)。Reducing the dimensionality of data with neural networks。Science,313(5786),504-507。  new window
會議論文
1.Andrew, G.、Gao, J.(2007)。Scalable training of L 1-regularized log-linear Models。24th international conference on Machine learning。ACM。33-40。  new window
2.Burkhardt, F.、Polzehl, T.、Stegmann, J.、Metze, F.、Huber, R.(2009)。Detecting real life anger。IEEE Int'l Conf. Acous., Speech, and Signal Processing,4761-4764。  new window
3.Schuller, B.、Batliner, A.、Seppi, D.、Steidl, S.、Vogt, T.、Wagner, J.(2007)。The relevance of feature type for automatic classification of emotional user states: Low level descriptors and functionals。Interspeech。Antwerp, Belgium。2253-2256。  new window
圖書
1.Heavey, C.、Gill, D.、Christensen, A.(2002)。Couples interaction rating system 2。Los Angeles, CA:University of California。  new window
2.Jones, J.、Christensen, A.(1998)。Couples interaction study: Social support interaction rating system。Los Angeles, CA:University of California。  new window
圖書論文
1.Christensen, A.、Jacobson, N. S.、Babcock, J. C.(1995)。Integrative behavioral couple therapy。Clinical Handbook of Marital Therapy。Guilford Press。  new window
 
 
 
 
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