A Regression Approach to Music Emotion Recognition

Institute of Electrical and Electronics Engineers (IEEE) - Tập 16 Số 2 - Trang 448-457 - 2008
Yi‐Hsuan Yang1, Yu‐Ching Lin1, Ya-Fan Su1, Homer H. Chen2
1Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan
2Graduate Institute of Communication Engineering, the Graduate Institute of Networking and Multimedia, and the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan

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Tài liệu tham khảo

cohen, 1996, Psychological Testing and Measurement An Introduction to Tests and Measurement

montgomery, 1998, Engineering Statistics

0, Musicovery Interactive Webradio

10.1109/TASL.2007.899293

lesaffre, 2006, Content-Based Retrieval

chai, 2000, using user models in music information retrieval systems, Proc Int Symp Music Inf Retrieval

10.1109/TSMCB.2005.862491

schubert, 1999, Measurement and time series analysis of emotion in music

thayer, 1989, The Biopsychology of Mood and Arousal

10.1037//0003-066X.50.5.372

10.1037/0022-3514.57.3.493

cowie, 2000, 'feeltrace': an instrument for recording perceived emotion in real time, Proc Speech and Emotion ISCA Tutorial and Research Workshop (ITRW), 19

duda, 2000, Pattern Recognition

sen, 1990, Regression Analysis Theory Methods and Applications

10.1023/B:STCO.0000035301.49549.88

chang, 2001, LIBSVM A library for support vector machines

ricard, 2004, Towards computational morphological description of sound

wang, 2004, user-adaptive music emotion recognition, Proc Int Conf Sig Process, 1352

cabrera, 1999, psysound: a computer program for psychoacoustical analysis, Proc Australian Acoust Soc Conf, 47

10.1109/TSA.2005.860344

yang, 2004, disambiguating music emotion using software agents, Proc Int Conf Music Inf Retrieval, 52

10.1109/TSA.2002.800560

wu, 2006, extraction of segments of significant emotional expressions in music, Proc Int Workshop Comput Music Audio Technol, 76

yang, 2006, music emotion classification: a fuzzy approach, Proc ACM Multimedia, 81

carvalho, 2005, sentiment retrieval in popular music based on sequential learning, Proc ACM SIGIR

li, 2006, content-based music similarity search and emotion detection, Proc Int Conf Acoust Speech Signal Process, 17

10.1109/TMM.2004.840618

10.1145/860500.860508

10.1109/IJCNN.2004.1380102

10.1023/A:1025667309714

10.1023/B:VISI.0000013087.49260.fb

10.1109/TSMC.1985.6313426

10.1109/ICDM.2002.1183917

10.1145/1027527.1027549

tran, 1999, fuzzy nearest prototype classifier applied to speaker identification, Proc ESIT