Current challenges and visions in music recommender systems research

M Schedl, H Zamani, CW Chen, Y Deldjoo… - International Journal of …, 2018 - Springer
Music recommender systems (MRSs) have experienced a boom in recent years, thanks to
the emergence and success of online streaming services, which nowadays make available …

A review of intelligent music generation systems

L Wang, Z Zhao, H Liu, J Pang, Y Qin, Q Wu - Neural Computing and …, 2024 - Springer
With the introduction of ChatGPT, the public's perception of AI-generated content has begun
to reshape. Artificial intelligence has significantly reduced the barrier to entry for non …

Cross-dataset and cross-cultural music mood prediction: A case on western and chinese pop songs

X Hu, YH Yang - IEEE Transactions on Affective Computing, 2017 - ieeexplore.ieee.org
In music mood prediction, regression models are built to predict values on several mood-
representing dimensions such as valence (level of pleasure) and arousal (level of energy) …

The relation of culture, socio-economics, and friendship to music preferences: A large-scale, cross-country study

M Liu, X Hu, M Schedl - PloS one, 2018 - journals.plos.org
Music listening is an inherently cultural behavior, which may be shaped by users'
backgrounds and contextual characteristics. Due to geographical, socio-economic …

Cross-cultural mood perception in pop songs and its alignment with mood detection algorithms

H Lee, F Hoeger, M Schoenwiesner, M Park… - arxiv preprint arxiv …, 2021 - arxiv.org
Do people from different cultural backgrounds perceive the mood in music the same way?
How closely do human ratings across different cultures approximate automatic mood …

[PDF][PDF] Understanding Users of Commercial Music Services through Personas: Design Implications.

JH Lee, R Price - ISMIR, 2015 - gamer.ischool.uw.edu
Most of the previous literature on music users' needs, habits, and interactions with music
information retrieval (MIR) systems focuses on investigating user groups of particular …

Construction of a Chinese traditional instrumental music dataset: A validated set of naturalistic affective music excerpts

D Wu, X Jia, W Rao, W Dou, Y Li, B Li - Behavior Research Methods, 2024 - Springer
Music is omnipresent among human cultures and moves us both physically and emotionally.
The perception of emotions in music is influenced by both psychophysical and cultural …

The mood of Chinese Pop music: Representation and recognition

X Hu, YH Yang - Journal of the Association for Information …, 2017 - Wiley Online Library
Music mood recognition (MMR) has attracted much attention in music information retrieval
research, yet there are few MMR studies that focus on non‐Western music. In addition, little …

The MIREX grand challenge: A framework of holistic user‐experience evaluation in music information retrieval

X Hu, JH Lee, D Bainbridge, K Choi… - Journal of the …, 2017 - Wiley Online Library
Music I nformation R etrieval (MIR) evaluation has traditionally focused on system‐centered
approaches where components of MIR systems are evaluated against predefined data sets …

Effects of affective priming through music on the use of emotion words

RYL Tay, BC Ng - PloS one, 2019 - journals.plos.org
Understanding how music can evoke emotions and in turn affect language use has
significant implications not only in clinical settings but also in the emotional development of …