Query by humming: musical information retrieval in an audio database
Proceedings of the third ACM international conference on Multimedia
GTM: the generative topographic mapping
Neural Computation
An overview of audio information retrieval
Multimedia Systems - Special issue on audio and multimedia
Towards a digital library of popular music
Proceedings of the fourth ACM conference on Digital libraries
SOMLib: a digital library system based on neural networks
Proceedings of the fourth ACM conference on Digital libraries
Musical content-based retrieval: an overview of the Melodiscov approach and system
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
A practical query-by-humming system for a large music database
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Self-Organizing Maps
Content-Based Classification, Search, and Retrieval of Audio
IEEE MultiMedia
Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
A Study on Content-Based Classification and Retrieval of Audio Database
IDEAS '01 Proceedings of the International Database Engineering & Applications Symposium
Music-listening systems
Self organization of a massive document collection
IEEE Transactions on Neural Networks
Visualizing changes in the structure of data for exploratory feature selection
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Seeing sounds: exploring musical social networks
Proceedings of the 12th annual ACM international conference on Multimedia
Knowledge nebula crystallizer for time-based information
Proceedings of the 5th conference on Creativity & cognition
A Review of Automatic Rhythm Description Systems
Computer Music Journal
Exploring Music Collections by Browsing Different Views
Computer Music Journal
Visualizing Expressive Performance in Tempo-Loudness Space
Computer Music Journal
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Visualization in Audio-Based Music Information Retrieval
Computer Music Journal
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
An innovative three-dimensional user interface for exploring music collections enriched
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Music organisation using colour synaesthesia
CHI '07 Extended Abstracts on Human Factors in Computing Systems
A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps
Intelligent Data Analysis
An audio wiki supporting mobile collaboration
Proceedings of the 2008 ACM symposium on Applied computing
Music selection using the PartyVote democratic jukebox
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Combination of audio and lyrics features for genre classification in digital audio collections
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Map-based music interfaces for mobile devices
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Musicsim: integrating audio analysis and user feedback in an interactive music browsing ui
Proceedings of the 14th international conference on Intelligent user interfaces
Creating ambient music spaces in real and virtual worlds
Multimedia Tools and Applications
Music clustering with features from different information sources
IEEE Transactions on Multimedia - Special section on communities and media computing
Improving automatic music genre classification with hybrid content-based feature vectors
Proceedings of the 2010 ACM Symposium on Applied Computing
Re-texturing the sonic environment
Proceedings of the 5th Audio Mostly Conference: A Conference on Interaction with Sound
Limitations of interactive music recommendation based on audio content
Proceedings of the 5th Audio Mostly Conference: A Conference on Interaction with Sound
Recognition and visualization of music sequences using self-organizing feature maps
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
On feature combination for music classification
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Visual expression for organizing and accessing music collections in MusicWiz
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
A music information system automatically generated via Web content mining techniques
Information Processing and Management: an International Journal
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Exploring the music similarity space on the web
ACM Transactions on Information Systems (TOIS)
Design of a structured 3D SOM as a music archive
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
MusicGalaxy: a multi-focus zoomable interface for multi-facet exploration of music collections
CMMR'10 Proceedings of the 7th international conference on Exploring music contents
The MUSICtable: a map-based ubiquitous system for social interaction with a digital music collection
ICEC'05 Proceedings of the 4th international conference on Entertainment Computing
Indexing and mining audiovisual data
AM'03 Proceedings of the Second international conference on Active Mining
Hierarchical organization and description of music collections at the artist level
ECDL'05 Proceedings of the 9th European conference on Research and Advanced Technology for Digital Libraries
Towards user-adaptive structuring and organization of music collections
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Information Sciences: an International Journal
Emotional descriptors for map-based access to music libraries
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
A fast audio similarity retrieval method for millions of music tracks
Multimedia Tools and Applications
Bisociative music discovery and recommendation
Bisociative Knowledge Discovery
Exploring the relationship between categorical and dimensional emotion semantics of music
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Example-guided physically based modal sound synthesis
ACM Transactions on Graphics (TOG)
Building Tag-Aware Groups for Music High-Order Ranking and Topic Discovery
International Journal of Multimedia Data Engineering & Management
Personalization in multimodal music retrieval
AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
Using quadratic programming to estimate feature relevance in structural analyses of music
Proceedings of the 21st ACM international conference on Multimedia
Adaptive music retrieval---a state of the art
Multimedia Tools and Applications
| Hi-index | 0.00 |
With Islands of Music we present a system which facilitates exploration of music libraries without requiring manual genre classification. Given pieces of music in raw audio format we estimate their perceived sound similarities based on psychoacoustic models. Subsequently, the pieces are organized on a 2-dimensional map so that similar pieces are located close to each other. A visualization using a metaphor of geographic maps provides an intuitive interface where islands resemble genres or styles of music. We demonstrate the approach using a collection of 359 pieces of music.