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Islands of Music - Analysis, Organization, and Visualization of Music Archives (2001)

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by Elias Pampalk
Citations:60 - 15 self
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@TECHREPORT{Pampalk01islandsof,
    author = {Elias Pampalk},
    title = {Islands of Music - Analysis, Organization, and Visualization of Music Archives},
    institution = {},
    year = {2001}
}

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Abstract

This report summarizes the master's thesis Islands of Music: Analysis, Organization, and Visualization of Music Archives, which I submitted to the Vienna University of Technology on December 11th, 2001. I wrote it at the Department of Software Technology and Interactive Systems, supervised by Dr. Andreas Rauber, and assessed by Prof. Dr. Dieter Merkl

Citations

3909 Neural Networks for Pattern Recognition - Bishop - 1995
917 Pattern Recognition with Fuzzy Objective Function Algorithms - Bezdek - 1981
592 An Introduction to Wavelets - Chui - 1992
234 GTM: The Generative Topographic Mapping - Bishop, Svensen, et al. - 1998
193 Learning from Data: Concepts, Theory, and Methods - Cherkassky, Mulier - 1998
140 Pattern Classi and Scene Analysis - Duda, Hart - 1973
125 Content-Based Retrieval of Music and Audio - Foote - 1997
124 Prediction-driven computational auditory scene analysis - Ellis - 1996
103 The fast fourier transform - Brigham
99 Kohonen’s self-organizing feature maps for exploratory data analysis - Ultsch, Siemon - 1990
66 Interactive Data Visualization Using Focusing and Linking - Buja, McDonald, et al. - 1991
61 Music-Listening Systems - Scheirer - 2000
56 Optimizing digital speech coders by exploiting masking properties of the human ear - Schroeder, Atal, et al. - 1979
53 Automatic indexing of a sound database using self-organizing neural nets - Feiten, Günzel - 1994
50 A Machine Learning Approach to Musical Style Recognition - Dannenberg, Thom, et al.
43 LabelSOM: on the labelling of self-organizing maps - Rauber - 1999
42 GTM: A Principled Alternative to the SelfOrganizing Map - Bishop, Svensén, et al. - 1997
28 A lightweight multi-agent musical beat tracking system - Dixon - 2000
25 Auditory modeling and selforganizing neural networks for timbre classification - Cosi, Poli, et al. - 1994
21 Method and article of manufacture for content-based analysis, storage, retrieval, and segmentation of audio information - Blum, Keislar, et al. - 1999
17 An overview of audio information retrieval. Multimedia Systems - Foote - 1999
15 Modeling the judgment of vowel quality differences - Bladon - 1981
10 SelfOrganizing Maps for Content-Based Music Clustering - Frühwirth, Rauber
6 Probabilistic Measures for Responses of Self-Organizing Map Units - Alhoniemi, Himberg, et al. - 1999
5 Fluctuation strength and temporal masking patterns of amplitude-modulated broad-band noise - Fastl - 1982
4 Magni factors for the SOM and GTM algorithms - Bishop, Svensen, et al. - 1997
4 Interpretation of selforganizing maps with fuzzy rules - Drobics, Winiwarter, et al. - 2000
3 Automatische Analyse und Organisation von Musikarchiven (Automatic Analysis and Organization of Music Archives - Frühwirth
3 D.B.: Maximum likelihood from inclompete data via the EM algorithm - Dempster, Laird, et al. - 1977
1 Modeling the judgment of vowel quality dierences - Bladon - 1981
1 Automatische Analyse und Organisation von Musikarchiven (Automatic Analysis and Organization of Music Archives - uhwirth, M
1 Self-Organizing Maps (3rd ed.), Volume 30 - Kohonen - 2001
1 Optimizing digital speech coders by exploiting masking properties of the human ear - oder, R, et al. - 1979
1 A quantitive model of the eective signal processing in the auditory system - Dau, Puschel - 1996
1 Uber die Zerlegung des Schallspektrums in Frequenzgruppen durch das Gehor (Division of the sound spectrum in critical bands). Elektronische Rundschau - Feldtkeller - 1955
1 Inhaltsbasierte Gruppierung von Musikstucken mittels einer Self-Organizing Map (Content based clustering of music with a Self-Organizing Map - Fruhwirth - 2001
1 Audio Signal Classi - Gerhard - 2000
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