[PDF][PDF] A survey of music recommendation systems and future perspectives

Y Song, S Dixon, M Pearce - … on computer music modeling and retrieval, 2012 - Citeseer
Along with the rapid expansion of digital music formats, managing and searching for songs
has become significant. Though music information retrieval (MIR) techniques have been …

Content-driven music recommendation: Evolution, state of the art, and challenges

Y Deldjoo, M Schedl, P Knees - Computer Science Review, 2024 - Elsevier
The music domain is among the most important ones for adopting recommender systems
technology. In contrast to most other recommendation domains, which predominantly rely on …

Pitch-frequency histogram-based music information retrieval for Turkish music

AC Gedik, B Bozkurt - Signal Processing, 2010 - Elsevier
This study reviews the use of pitch histograms in music information retrieval studies for
western and non-western music. The problems in applying the pitch-class histogram-based …

Music and emotion—a case for north indian classical music

JM Valla, JA Alappatt, A Mathur, NC Singh - Frontiers in psychology, 2017 - frontiersin.org
The ragas of North Indian Classical Music (NICM) have been historically known to elicit
emotions. Recently, Mathur et al. provided empirical support for these historical …

Access to ethnic music: Advances and perspectives in content-based music information retrieval

O Cornelis, M Lesaffre, D Moelants, M Leman - Signal Processing, 2010 - Elsevier
Access to digital music collections is nowadays facilitated by content-based methods that
allow the retrieval of music on the basis of intrinsic properties of audio, in addition to …

Dynamic artist-based embeddings with application to playlist generation

R Shuhendler, N Rabin - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Streaming services have become a central platform for music consuming. Often, they rely on
large archives on which playlists are created. While many playlists are handcrafted …

[PDF][PDF] Exploring African tone scales

D Moelants, O Cornelis, M Leman - 10th International Society for …, 2009 - biblio.ugent.be
Key-finding is a central topic in Western music analysis and development of MIR tools.
However, most approaches rely on the Western 12-tone scale, which is not universally used …

[PDF][PDF] Continuous pLSI and Smoothing Techniques for Hybrid Music Recommendation.

K Yoshii, M Goto - ISMIR, 2009 - sap.ist.i.kyoto-u.ac.jp
This paper presents an extended probabilistic latent semantic indexing (pLSI) for hybrid
music recommendation that deals with rating data provided by users and with contentbased …

[PDF][PDF] Content-based user models: modeling the many faces of musical preference

E Zangerle, M Pichl - 19th International Society for Music …, 2018 - dbis-informatik.uibk.ac.at
User models that capture the musical preferences of users are central for many tasks in
music information retrieval and music recommendation, yet, it has not been fully explored …

Overview of automatic Indian music information recognition, classification and retrieval systems

TC Nagavi, NU Bhajantri - 2011 International Conference on …, 2011 - ieeexplore.ieee.org
In recent time conventional ways of listening to music, and methods for discovering music,
such as radio broadcasts and record stores, are being replaced by personalized ways to …