A survey of audio-based music classification and annotation
Music information retrieval (MIR) is an emerging research area that receives growing
attention from both the research community and music industry. It addresses the problem of …
attention from both the research community and music industry. It addresses the problem of …
Exploring user-specific information in music retrieval
With the advancement of mobile computing technology and cloud-based streaming music
service, user-centered music retrieval has become increasingly important. User-specific …
service, user-centered music retrieval has become increasingly important. User-specific …
On effective personalized music retrieval by exploring online user behaviors
In this paper, we study the problem of personalized text based music retrieval which takes
users' music preferences on songs into account via the analysis of online listening …
users' music preferences on songs into account via the analysis of online listening …
Image Is All for Music Retrieval: Interactive Music Retrieval System Using Images with Mood and Theme Attributes
We propose an intuitive image-to-music retrieval (IMR) framework to improve the user
experience on these platforms. The proposed method extracts mood and theme tags by …
experience on these platforms. The proposed method extracts mood and theme tags by …
Analysis and exploitation of musician social networks for recommendation and discovery
This paper presents an extensive analysis of a sample of a social network of musicians. The
network sample is first analyzed using standard complex network techniques to verify that it …
network sample is first analyzed using standard complex network techniques to verify that it …
Semantic annotation of music collections: A computational approach
M Sordo - 2012 - tdx.cat
Music consumption has changed drastically in the last few years. With the arrival of digital
music, the cost of production has substantially dropped. The expansion of the World Wide …
music, the cost of production has substantially dropped. The expansion of the World Wide …
[PDF][PDF] Are tags better than audio features? The effect of joint use of tags and audio content features for artistic style clustering
Social tags are receiving growing interests in information retrieval. In music information
retrieval previous research has demonstrated that tags can assist in music classification and …
retrieval previous research has demonstrated that tags can assist in music classification and …
A probabilistic model to combine tags and acoustic similarity for music retrieval
R Miotto, N Orio - ACM Transactions on Information Systems (TOIS), 2012 - dl.acm.org
The rise of the Internet has led the music industry to a transition from physical media to
online products and services. As a consequence, current online music collections store …
online products and services. As a consequence, current online music collections store …
Music retagging using label propagation and robust principal component analysis
The emergence of social tagging websites such as Last. fm has provided new opportunities
for learning computational models that automatically tag music. Researchers typically obtain …
for learning computational models that automatically tag music. Researchers typically obtain …
[PDF][PDF] Exploiting Playlists for Representation of Songs and Words for Text-Based Music Retrieval.
CH Chung, Y Chen, HH Chen - ISMIR, 2017 - archives.ismir.net
As a result of the growth of online music streaming services, a large number of playlists have
been created by users and service providers. The title of each playlist provides useful …
been created by users and service providers. The title of each playlist provides useful …