{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T16:26:04Z","timestamp":1742919964083,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319178752"},{"type":"electronic","value":"9783319178769"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-17876-9_13","type":"book-chapter","created":{"date-parts":[[2015,4,27]],"date-time":"2015-04-27T07:15:34Z","timestamp":1430118934000},"page":"194-209","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Pitch-Related Identification of Instruments in Classical Music Recordings"],"prefix":"10.1007","author":[{"given":"El\u017cbieta","family":"Kubera","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alicja A.","family":"Wieczorkowska","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,4,28]]},"reference":[{"key":"13_CR1","unstructured":"Boulanger-Lewandowski, N., Bengio, Y., Vincent, P.: Discriminative non-negative matrix factorization for multiple pitch estimation. In: 13th International Society for Music Information Retrieval Conference (ISMIR), pp. 205\u2013210 (2012)"},{"key":"13_CR2","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45, 5\u201332 (2001)","journal-title":"Mach. Learn."},{"issue":"1","key":"13_CR3","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1109\/TSA.2005.860351","volume":"14","author":"S Essid","year":"2006","unstructured":"Essid, S., Richard, G., David, B.: Instrument recognition in polyphonic music based on automatic taxonomies. IEEE Trans. Audio Speech Lang. Process. 14(1), 68\u201380 (2006)","journal-title":"IEEE Trans. Audio Speech Lang. Process."},{"key":"13_CR4","unstructured":"Goto, M., Hashiguchi, H., Nishimura, T., Oka, R.: RWC music database: popular, classical, and jazz music databases. In: 3rd International Conference on Music Information Retrieval, pp. 287\u2013288 (2002)"},{"key":"13_CR5","unstructured":"Goto, M., Hashiguchi, H., Nishimura, T., Oka, R.: RWC music database: music genre database and musical instrument sound database. In: 4th International Conference on Music Information Retrieval, pp. 229\u2013230 (2003)"},{"key":"13_CR6","unstructured":"Heittola, T., Klapuri, A., Virtanen, A.: Musical instrument recognition in polyphonic audio using source-filter model for sound separation. In: 10th International Society for Music Information Retrieval Conference (2009)"},{"key":"13_CR7","volume-title":"Signal Processing Methods for Music Transcription","author":"P Herrera-Boyer","year":"2006","unstructured":"Herrera-Boyer, P., Klapuri, A., Davy, M.: Automatic classification of pitched musical instrument sounds. In: Klapuri, A., Davy, M. (eds.) Signal Processing Methods for Music Transcription. Springer Science+Business Media LLC, US (2006)"},{"key":"13_CR8","unstructured":"ISO: MPEG-7 overview. http:\/\/www.chiariglione.org\/mpeg\/"},{"key":"13_CR9","unstructured":"Izmirli, O., Sharma, G.: Bridging printed music and audio through alignment using a mid-level score representation. In: 13th International Society for Music Information Retrieval Conference (ISMIR), pp. 61\u201366 (2012)"},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Kameoka, H., Nishimoto, T., Sagayama, S.: Multi-pitch detection algorithm using constrained gaussian mixture model and information criterion for simultaneous speech. In: Speech Prosody 2004, pp. 533\u2013536 (2004)","DOI":"10.21437\/SpeechProsody.2004-123"},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Kirchhoff, H., Dixon, S., Klapuri, A.: Multi-template shift-variant non-negative matrix deconvolution for semi-automatic music transcription. In: 13th International Society for Music Information Retrieval Conference (ISMIR), pp. 415\u2013420 (2012)","DOI":"10.1109\/ICASSP.2012.6287833"},{"key":"13_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2007\/51979","volume":"2007","author":"T Kitahara","year":"2007","unstructured":"Kitahara, T., Goto, M., Komatani, K., Ogata, T., Okuno, H.G.: Instrument identification in polyphonic music: feature weighting to minimize influence of sound overlaps. EURASIP J. Appl. Signal Process. 2007, 1\u201315 (2007)","journal-title":"EURASIP J. Appl. Signal Process."},{"key":"13_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/978-3-642-15883-4_7","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"E Kubera","year":"2010","unstructured":"Kubera, E., Wieczorkowska, A., Ra\u015b, Z., Skrzypiec, M.: Recognition of instrument timbres in real polytimbral audio recordings. In: Balc\u00e1zar, J.L., Bonchi, F., Gionis, A., Sebag, M. (eds.) ECML PKDD 2010, Part II. LNCS, vol. 6322, pp. 97\u2013110. Springer, Heidelberg (2010)"},{"key":"13_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1007\/978-3-319-08407-7_16","volume-title":"New Frontiers in Mining Complex Patterns","author":"E Kubera","year":"2014","unstructured":"Kubera, E., Wieczorkowska, A.A.: Mining audio data for multiple instrument recognition in classical music. In: Appice, A., Ceci, M., Loglisci, C., Manco, G., Masciari, E., Ras, Z.W. (eds.) NFMCP 2013. LNCS, vol. 8399, pp. 246\u2013260. Springer, Heidelberg (2014)"},{"key":"13_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1007\/978-3-319-08326-1_21","volume-title":"Foundations of Intelligent Systems","author":"E Kubera","year":"2014","unstructured":"Kubera, E., Wieczorkowska, A.A., Skrzypiec, M.: Influence of feature sets on precision, recall, and accuracy of identification of musical instruments in audio recordings. In: Andreasen, T., Christiansen, H., Cubero, J.-C., Ra\u015b, Z.W. (eds.) ISMIS 2014. LNCS, vol. 8502, pp. 204\u2013213. Springer, Heidelberg (2014)"},{"key":"13_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/978-3-642-04125-9_31","volume-title":"Foundations of Intelligent Systems","author":"M Kursa","year":"2009","unstructured":"Kursa, M., Rudnicki, W., Wieczorkowska, A., Kubera, E., Kubik-Komar, A.: Musical instruments in random forest. In: Rauch, J., Ra\u015b, Z.W., Berka, P., Elomaa, T. (eds.) ISMIS 2009. LNCS, vol. 5722, pp. 281\u2013290. Springer, Heidelberg (2009)"},{"key":"13_CR17","unstructured":"Martins, L.G., Burred, J.J., Tzanetakis, G., Lagrange, M.: Polyphonic instrument recognition using spectral clustering. In: 8th International Society for Music Information Retrieval Conference (ISMIR) (2007)"},{"key":"13_CR18","unstructured":"Max-Planck-Institut Informatik: chroma toolbox: pitch, chroma, CENS, CRP. http:\/\/www.mpi-inf.mpg.de\/resources\/MIR\/chromatoolbox\/"},{"key":"13_CR19","unstructured":"MIDOMI: Search for music using your voice by singing or humming. http:\/\/www.midomi.com\/"},{"key":"13_CR20","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1007\/978-3-642-11674-2_9","volume-title":"Advances in Music Information Retrieval","author":"R Miotto","year":"2010","unstructured":"Miotto, R., Montecchio, N., Orio, N.: Statistical music modeling aimed at identification and alignment. In: Ra\u015b, Z.W., Wieczorkowska, A.A. (eds.) Adv. Music Inform. Retrieval. SCI, vol. 274, pp. 187\u2013212. Springer, Heidelberg (2010)"},{"key":"13_CR21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74048-3","volume-title":"Information Retrieval for Music and Motion","author":"M M\u00fcller","year":"2007","unstructured":"M\u00fcller, M.: Information Retrieval for Music and Motion. Springer, Heidelberg (2007)"},{"issue":"2","key":"13_CR22","first-page":"55","volume":"16","author":"D Niewiadomy","year":"2008","unstructured":"Niewiadomy, D., Pelikant, A.: Implementation of MFCC vector generation in classification context. J. Appl. Comput. Sci. 16(2), 55\u201365 (2008)","journal-title":"J. Appl. Comput. Sci."},{"key":"13_CR23","unstructured":"Opolko, F., Wapnick, J.: MUMS \u2013 McGill University master samples: CD\u2019s (1987)"},{"key":"13_CR24","unstructured":"Oxford University press: Oxford dictionaries. http:\/\/www.oxforddictionaries.com\/"},{"key":"13_CR25","unstructured":"Sakaue, D., Otsuka, T., Itoyama, K., Okuno, H.G.: Bayesian nonnegative harmonic-temporal factorization and its application to multipitch analysis. In: 13th International Society for Music Information Retrieval Conference (ISMIR), pp. 91\u201396 (2012)"},{"key":"13_CR26","unstructured":"Shazam entertainment ltd. http:\/\/www.shazam.com\/"},{"key":"13_CR27","volume-title":"Principles of Multimedia Database Systems","author":"VS Subrahmanian","year":"1998","unstructured":"Subrahmanian, V.S.: Principles of Multimedia Database Systems. Morgan Kaufmann, San Francisco (1998)"},{"key":"13_CR28","unstructured":"The University of IOWA electronic music studios: musical instrument samples. http:\/\/theremin.music.uiowa.edu\/MIS.html"},{"key":"13_CR29","unstructured":"TrackID. https:\/\/play.google.com\/store\/apps\/details?id=com.sonyericsson.trackid"},{"key":"13_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1197","DOI":"10.1007\/978-3-540-30110-3_151","volume-title":"Independent Component Analysis and Blind Signal Separation","author":"E Vincent","year":"2004","unstructured":"Vincent, E., Rodet, X.: Music transcription with ISA and HMM. In: Puntonet, C.G., Prieto, A.G. (eds.) ICA 2004. LNCS, vol. 3195, pp. 1197\u20131204. Springer, Heidelberg (2004)"},{"key":"13_CR31","doi-asserted-by":"crossref","unstructured":"Zhang, X., Marasek, K., Ras, Z.W.: Maximum likelihood study for sound pattern separation and recognition. In: IEEE CS International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), Seoul, Korea, pp. 807\u2013812 (2007)","DOI":"10.1109\/MUE.2007.147"},{"key":"13_CR32","doi-asserted-by":"crossref","unstructured":"Zweig, G., Nguyen, P.: A segmental CRF approach to large vocabulary continuous speech recognition. In: ASRU 2009: Automatic Speech Recognition and Understanding (2009)","DOI":"10.1109\/ASRU.2009.5372916"}],"container-title":["Lecture Notes in Computer Science","New Frontiers in Mining Complex Patterns"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-17876-9_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T16:34:55Z","timestamp":1717864495000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-17876-9_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319178752","9783319178769"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-17876-9_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"28 April 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}