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Exploring Music Artists via Descriptive Terms and Multimedia Content [chapter]

Markus Schedl, Tim Pohle
2008 Lecture Notes in Computer Science  
This paper presents an approach to browse collections of web pages about music artists by means of descriptive terms and multimedia content.  ...  This textual information is complemented with information on the multimedia content found on the web pages.  ...  Determining terms related to a music artist via web-based MIR has first been addressed in [23] , where Whitman and Lawrence extract different term sets (e.g., noun phrases and adjectives) from artist-related  ... 
doi:10.1007/978-3-540-92235-3_12 fatcat:fpm5bkdvozbnffxaqe4bdfyoiy

Enlightening the sun

Markus Schedl, Tim Pohle
2009 Multimedia tools and applications  
This article presents an approach to browse collections of web pages about music artists by means of descriptive terms and multimedia content.  ...  This textual information is complemented with information on the multimedia content found on the web pages.  ...  As for user satisfaction, in general, users liked the idea of the 3D-COB to browse sets of web pages via important terms and multimedia content.  ... 
doi:10.1007/s11042-009-0396-3 fatcat:s2ouarlsjbbuhbetyu6gf7rfuq

Exploring Music Collections in Virtual Landscapes

Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer
2007 IEEE Multimedia  
Acknowledgments The Austrian Science Fund under FWF project number L112-N04 and the Vienna Science and Technology Fund under WWTF project number CI010 (Interfaces to Music) support this research.  ...  especially Richard Vogl, who designed the first interface prototype; Klaus Seyerlehner, who implemented high-level feature extractors; Manfred Waldl, who created the prototype of the mobile nepTune version; and  ...  with descriptive terms and related images.  ... 
doi:10.1109/mmul.2007.48 fatcat:zklobslwurgulafuywer5km4xa

Music Recommendation: A multi-faceted approach

Oscar Celma, Xavier Serra
2006 Zenodo  
In both cases, the systems exploit and crawl music related content from the Web  ...  This holistic approach allows to describe the different components of the music objects. These descriptions permit to enhance and improve music recommendations.  ...  System overview The main goal of the Foafing the Music system is to recommend, to discover and to explore music content; based on user profiling (via FOAF descriptions), context based information (extracted  ... 
doi:10.5281/zenodo.3743108 fatcat:wcfdl34jnzeqtmzjzamjjvdt44

Multimedia information retrieval

Markus Schedl, Emilia Gómez, Masataka Goto
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
Acknowledgments This research is supported by the Austrian Science Fund (FWF): P22856, P25655, and the EU FP7: 601166.  ...  We review state-of-the-art techniques for the automatic description of music signals in terms of timbre (instrumentation), pitch-content information (melody, harmony and tonality), and rhythm (tempo or  ...  A key approach in MIR is to describe music via computational features, which can be categorized into: music content, music context, and user context.  ... 
doi:10.1145/2502081.2502237 dblp:conf/mm/SchedlGG13 fatcat:korpleagovgrhjcnjq2cz3q6qu

A music information system automatically generated via Web content mining techniques

Markus Schedl, Gerhard Widmer, Peter Knees, Tim Pohle
2011 Information Processing & Management  
After searching, retrieval, and indexing of Web pages that are related to a music artist or band, Web content mining and music information retrieval techniques were applied to capture the following categories  ...  of information: similarities between music artists or bands, prototypicality of an artist or a band for a genre, descriptive properties of an artist or a band, band members and instrumentation, images  ...  Acknowledgments This research is supported by the Austrian Science Fund (FWF) under Project Numbers L511-N15, Z159, and P22856-N23.  ... 
doi:10.1016/j.ipm.2010.09.002 fatcat:qob5c7wc2rffpibuimjbnfvlxy

Foafing The Music: A Music Recommendation System Based On Rss Feeds And User Preferences

Òscar Celma, Miquel Ramírez, Perfecto Herrera
2005 Zenodo  
Contrastingly, the main goal of the Foafing the Music system is to recommend, to discover and to explore music content; based on user profiling -via FOAF descriptions-, context-based information -extracted  ...  from music related RSS feeds-, and content-based descriptions -extracted from the audio itself. 4.  ... 
doi:10.5281/zenodo.1414800 fatcat:bpqxjhafgnay3kw4xeh2nub3vi

Search Sounds: An Audio Crawler Focused On Weblogs

Òscar Celma, Pedro Cano, Perfecto Herrera
2006 Zenodo  
Acknowledgements We are very greatful for the help of Markus Koppi Koppenberger, Nicolas Falquet and Xavier Oliver in the design and implementation of the system.  ...  Moreover, a content-based navigation allows to browse among the retrieved items and discover new music and artists by means of audio similarity.  ...  File formats The file format used to syndicate web content is XML. The XML description to use is defined in the RSS (and Atom) family.  ... 
doi:10.5281/zenodo.1415141 fatcat:hcac4hiysvbdbbpkthyt6g4cr4

Foafing the Music: Bridging the Semantic Gap in Music Recommendation [chapter]

Òscar Celma
2006 Lecture Notes in Computer Science  
The presented system provides music discovery by means of: user profiling (defined in the user's FOAF description), context based information (extracted from music related RSS feeds) and content based  ...  Music information (new album releases, podcast sessions, audio from MP3 blogs, related artists' news and upcoming gigs) is gathered from thousands of RSS feeds.  ...  Acknowledgements This work is partially funded by the SIMAC IST-FP6-507142, and the SALERO IST-FP6-027122 European projects.  ... 
doi:10.1007/11926078_67 fatcat:4bfulz5pnndthmcfe6fnalyv6i

An innovative three-dimensional user interface for exploring music collections enriched

Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer
2006 Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA '06  
More precisely, we display words and related images that describe the heard music on the landscape to support the exploration.  ...  This is accomplished by automatically extracting features from the audio signal and training a Self-Organizing Map (SOM) on them to form clusters of similar sounding pieces of music.  ...  We simply determine the term frequency for a term in each cluster as tftc = X a fac · tfta, (2) where fac gives the number of tracks of artist a in cluster c and tfta the term frequency of term t for artist  ... 
doi:10.1145/1180639.1180652 dblp:conf/mm/KneesSPW06 fatcat:izvnlfg4erbotcsdyav5oalm7u

Content-based Music Recommendation: Evolution, State of the Art, and Challenges [article]

Yashar Deldjoo, Markus Schedl, Peter Knees
2021 arXiv   pre-print
content, user-generated content, and derivative content.  ...  In the past years, music recommendation models that leverage collaborative and content data -- which we refer to as content-driven models -- have been replacing pure CF or CB models.  ...  from the seed artists' descriptive terms.  ... 
arXiv:2107.11803v1 fatcat:4hz4hqkkmvcapbdr3wvtp2t4iu

IEEE 1599 for Live Musical and Theatrical Performances

Adriano Baraté, Goffredo Haus, Luca Andrea Ludovico, Davide Andrea Mauro
2012 Journal of Multimedia  
Finally, two case studies about music and theater respectively will be presented. Index Terms-IEEE 1599, Web application, multi-layer encoding, cultural heritage, collaborative approaches.  ...  In the context of two relevant examples of intangible cultural heritages, such as music and theater, this paper presents an innovative approach to online fruition of live performances.  ...  ACKNOWLEDGEMENT The authors gratefully wish to acknowledge Vanessa Michielon, Elisabetta Ranieri and Mario Ricciardi from the Politecnico di Torino for their cooperation in Prospet-tiva09.  ... 
doi:10.4304/jmm.7.2.170-178 fatcat:3dksnggqbjc23jfxcym656xbp4

Music artist style identification by semi-supervised learning from both lyrics and content

Tao Li, Mitsunori Ogihara
2004 Proceedings of the 12th annual ACM international conference on Multimedia - MULTIMEDIA '04  
This approach is tested on a data set consisting of 43 artists and 56 albums using artist similarity provided by All Music Guide.  ...  With the ultimate goal of building personal music information retrieval systems, this paper studies the problem of identifying "similar" artists using both lyrics and acoustic data.  ...  Stein for providing us the tools for extracting lexical and orthographic features.  ... 
doi:10.1145/1027527.1027612 dblp:conf/mm/LiO04 fatcat:gxwuj4mbqjcyde6ndt6r77w7gm

Social Interactions over Location-Aware Multimedia Systems [chapter]

Yi Yu, Roger Zimmermann, Suhua Tang
2015 Multimedia Data Mining and Analytics  
Finally, we point out the trend in the integration of social and content delivery networks.  ...  Such locationaware multimedia data contains rich context of users and has two implications: individual user interest and geographic-social behaviors.  ...  Acknowledgements The work presented was in part supported by the Singapore National Research Foundation under its International Research Centre @ Singapore Funding Initiative and administered by the IDM  ... 
doi:10.1007/978-3-319-14998-1_5 fatcat:rukthanbmvckdfaeuaki4yqd4q

A Web-Oriented Multi-layer Model to Interact with Theatrical Performances [chapter]

Adriano Baratè, Goffredo Haus, Luca A. Ludovico, Davide A. Mauro
2012 Communications in Computer and Information Science  
Our proposal aims at adding both interactivity and multi-layer fruition, and a way to manipulate and create new media.  ...  , and a number of related materials such as scripts, fashion plates, playbills, etc.  ...  The authors gratefully wish to acknowledge Vanessa Michielon, Elisabetta Ranieri and Mario Ricciardi from the Politecnico di Torino for their cooperation in Prospettiva09.  ... 
doi:10.1007/978-3-642-27978-2_10 fatcat:xwuv336vxvcwzf4qb773zamxja
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