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 survey of music emotion recognition

D Han, Y Kong, J Han, G Wang - Frontiers of Computer Science, 2022 - Springer
Music is the language of emotions. In recent years, music emotion recognition has attracted
widespread attention in the academic and industrial community since it can be widely used …

Deep learning for human affect recognition: Insights and new developments

PV Rouast, MTP Adam, R Chiong - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Automatic human affect recognition is a key step towards more natural human-computer
interaction. Recent trends include recognition in the wild using a fusion of audiovisual and …

EMOPIA: A multi-modal pop piano dataset for emotion recognition and emotion-based music generation

HT Hung, J Ching, S Doh, N Kim, J Nam… - arXiv preprint arXiv …, 2021 - arxiv.org
While there are many music datasets with emotion labels in the literature, they cannot be
used for research on symbolic-domain music analysis or generation, as there are usually …

[图书][B] An introduction to audio content analysis: Music Information Retrieval tasks and applications

A Lerch - 2022 - books.google.com
An Introduction to Audio Content Analysis Enables readers to understand the algorithmic
analysis of musical audio signals with AI-driven approaches An Introduction to Audio …

Machine recognition of music emotion: A review

YH Yang, HH Chen - ACM Transactions on Intelligent Systems and …, 2012 - dl.acm.org
The proliferation of MP3 players and the exploding amount of digital music content call for
novel ways of music organization and retrieval to meet the ever-increasing demand for easy …

Developing a benchmark for emotional analysis of music

A Aljanaki, YH Yang, M Soleymani - PloS one, 2017 - journals.plos.org
Music emotion recognition (MER) field rapidly expanded in the last decade. Many new
methods and new audio features are developed to improve the performance of MER …

[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 …

Contextual music information retrieval and recommendation: State of the art and challenges

M Kaminskas, F Ricci - Computer Science Review, 2012 - Elsevier
Increasing amount of online music content has opened new opportunities for implementing
new effective information access services–commonly known as music recommender …

Novel audio features for music emotion recognition

R Panda, R Malheiro, RP Paiva - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This work advances the music emotion recognition state-of-the-art by proposing novel
emotionally-relevant audio features. We reviewed the existing audio features implemented …