메뉴 건너뛰기




Volumn 5353 LNCS, Issue , 2008, Pages 70-79

Toward multi-modal music emotion classification

Author keywords

Lyrics; Multi modal fusion; Music emotion recognition; Natural language processing; Probabilistic latent semantic analysis

Indexed keywords

LYRICS; MULTI-MODAL FUSION; MUSIC EMOTION RECOGNITION; NATURAL LANGUAGE PROCESSING; PROBABILISTIC LATENT SEMANTIC ANALYSIS;

EID: 70350662406     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89796-5_8     Document Type: Conference Paper
Times cited : (69)

References (27)
  • 1
    • 64649105397 scopus 로고    scopus 로고
    • Content-based music information retrieval: Current directions and future challenges
    • Casey, M., et al.: Content-based music information retrieval: current directions and future challenges. Proc. IEEE 96(4), 668-696 (2008)
    • (2008) Proc. IEEE , vol.96 , Issue.4 , pp. 668-696
    • Casey, M.1
  • 2
    • 39649108781 scopus 로고    scopus 로고
    • A regression approach to music emotion recognition
    • Yang, Y.-H., et al.: A regression approach to music emotion recognition. IEEE Trans. Audio, Speech and Language Processing 16(2), 448-457 (2008)
    • (2008) IEEE Trans. Audio, Speech and Language Processing , vol.16 , Issue.2 , pp. 448-457
    • Yang, Y.-H.1
  • 3
    • 33744975700 scopus 로고    scopus 로고
    • Automatic mood detection and tracking of music audio signals
    • Lu, L., et al.: Automatic mood detection and tracking of music audio signals. IEEE Trans. Audio, Speech and Language Processing 14(1), 5-18 (2006)
    • (2006) IEEE Trans. Audio, Speech and Language Processing , vol.14 , Issue.1 , pp. 5-18
    • Lu, L.1
  • 4
    • 54049094499 scopus 로고    scopus 로고
    • Automatic chord recognition for music classification and retrieval
    • Cheng, H.-T., et al.: Automatic chord recognition for music classification and retrieval. In: Proc. ICME, pp. 1505-1508 (2008)
    • (2008) Proc. ICME , pp. 1505-1508
    • Cheng, H.-T.1
  • 5
    • 27544454250 scopus 로고    scopus 로고
    • Disambiguating music emotion using software agents
    • Yang, D., et al.: Disambiguating music emotion using software agents. In: Proc. ISMIR, pp. 52-58 (2004)
    • (2004) Proc. ISMIR , pp. 52-58
    • Yang, D.1
  • 6
    • 11244258301 scopus 로고    scopus 로고
    • Emotion recognition using audio features and textual contents
    • Chuang, Z.-J., et al.: Emotion recognition using audio features and textual contents. In: Proc. ICME, pp. 53-56 (2004)
    • (2004) Proc. ICME , pp. 53-56
    • Chuang, Z.-J.1
  • 7
    • 34047257686 scopus 로고    scopus 로고
    • Perceptual rhythm determination of music signal for emotion-based classification
    • Chua, B.-Y., et al.: Perceptual rhythm determination of music signal for emotion-based classification. In: Proc. MMM, pp. 4-11 (2006)
    • (2006) Proc. MMM , pp. 4-11
    • Chua, B.-Y.1
  • 8
    • 53349124705 scopus 로고    scopus 로고
    • Songs and emotions: Are lyrics and melodies equal partners
    • Omar Ali, S., et al.: Songs and emotions: are lyrics and melodies equal partners. Psychology of Music 34(4), 511-534 (2006)
    • (2006) Psychology of Music , vol.34 , Issue.4 , pp. 511-534
    • Omar Ali, S.1
  • 10
    • 37849033794 scopus 로고    scopus 로고
    • MusicSense: Contextual music recommendation using emotion allocation modeling
    • Cai, R., et al.: MusicSense: Contextual music recommendation using emotion allocation modeling. In: Proc. ACM Multimedia, pp. 553-556 (2007)
    • (2007) Proc. ACM Multimedia , pp. 553-556
    • Cai, R.1
  • 11
    • 0036648502 scopus 로고    scopus 로고
    • Musical genre classification of audio signals
    • Tzanetakis, G., et al.: Musical genre classification of audio signals. IEEE Trans. Speech and Audio Processing 10(5), 293-302 (2002), http://marsyas.sness.net/
    • (2002) IEEE Trans. Speech and Audio Processing , vol.10 , Issue.5 , pp. 293-302
    • Tzanetakis, G.1
  • 12
    • 37849009927 scopus 로고    scopus 로고
    • PSYSOUND: A computer program for psycho-acoustical analysis
    • Cabrera, D., et al.: PSYSOUND: A computer program for psycho-acoustical analysis. In: Proc. Australian Acoustic Society Conf., pp. 47-54 (1999), http://psysound.wikidot.com/
    • (1999) Proc. Australian Acoustic Society Conf , pp. 47-54
    • Cabrera, D.1
  • 13
    • 84873478738 scopus 로고    scopus 로고
    • Efficient lyrics extraction from the web
    • Geleijnse, G., et al.: Efficient lyrics extraction from the web. In: Proc. ISMIR (2006)
    • (2006) Proc. ISMIR
    • Geleijnse, G.1
  • 14
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani, F.: Machine learning in automated text categorization. ACM CSUR 34(1), 1-47 (2002)
    • (2002) ACM CSUR , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 15
    • 33745888995 scopus 로고    scopus 로고
    • Want, J., et al.: Short-text classification based on ICA and LSA. In: Wang, J., Yi, Z., Żurada, J.M., Lu, B.-L., Yin, H. (eds.) ISNN 2006. LNCS, 3972, pp. 265-270. Springer, Heidelberg (2006)
    • Want, J., et al.: Short-text classification based on ICA and LSA. In: Wang, J., Yi, Z., Żurada, J.M., Lu, B.-L., Yin, H. (eds.) ISNN 2006. LNCS, vol. 3972, pp. 265-270. Springer, Heidelberg (2006)
  • 16
    • 85026972772 scopus 로고    scopus 로고
    • Probabilistic latent semantic indexing
    • Hofmann, T., et al.: Probabilistic latent semantic indexing. In: Proc. ACM SIGIR, pp. 50-57 (1999)
    • (1999) Proc. ACM SIGIR , pp. 50-57
    • Hofmann, T.1
  • 21
    • 84883126733 scopus 로고    scopus 로고
    • Early versus late fusion in semantic video analysis
    • Snoek, C., et al.: Early versus late fusion in semantic video analysis. In: Proc. ACM Multimedia, pp. 399-402 (2005)
    • (2005) Proc. ACM Multimedia , pp. 399-402
    • Snoek, C.1
  • 22
    • 84869653824 scopus 로고    scopus 로고
    • LingPipe, http://alias-i.com/lingpipe
    • LingPipe
  • 23
    • 11244349743 scopus 로고    scopus 로고
    • Semantic analysis of song lyrics
    • Logan, B., et al.: Semantic analysis of song lyrics. In: Proc. ICME, pp. 827-830 (2004)
    • (2004) Proc. ICME , pp. 827-830
    • Logan, B.1
  • 24
    • 84883112411 scopus 로고    scopus 로고
    • Natural language processing of lyrics
    • Mahedero, J., et al.: Natural language processing of lyrics. In: Proc. ACM Multimedia, pp. 475-478 (2005)
    • (2005) Proc. ACM Multimedia , pp. 475-478
    • Mahedero, J.1
  • 25
    • 33845579103 scopus 로고    scopus 로고
    • Automatic affect recognition using natural language processing techniques and manually built affect lexicon
    • Cho, Y.-H., Lee, K.-J.: Automatic affect recognition using natural language processing techniques and manually built affect lexicon. IEICE Trans. Information Systems E89(12), 2964-2971 (2006)
    • (2006) IEICE Trans. Information Systems , vol.E89 , Issue.12 , pp. 2964-2971
    • Cho, Y.-H.1    Lee, K.-J.2
  • 26
    • 37849005578 scopus 로고    scopus 로고
    • Understanding how bloggers feel: Recognizing affect in blog posts
    • Leshed, G., et al.: Understanding how bloggers feel: Recognizing affect in blog posts. In: Proc. ACM CHI (2006)
    • (2006) Proc. ACM CHI
    • Leshed, G.1
  • 27
    • 50649122516 scopus 로고    scopus 로고
    • Affect analysis of web forums and blogs using correlation ensembles
    • Abbasi, A., et al.: Affect analysis of web forums and blogs using correlation ensembles. IEEE Trans. Knowledge and Data Engineering 20(9), 1168-1180 (2008)
    • (2008) IEEE Trans. Knowledge and Data Engineering , vol.20 , Issue.9 , pp. 1168-1180
    • Abbasi, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.