Abstract: This paper presents LYRICEL, a framework integrating Knowledge Graph (KG) representation learning, Large Language Models (LLMs), and machine learning for reliable, explainable, and ...

Glass Onion by The Beatles subtly hinted at the band’s breakup, making it one of their most intriguing and prophetic songs.

Latin music has never been harder to categorize, and in 2025, a treasure trove of traditional rhythms came to the pop-culture forefront, hybridized with cutting-edge production from the realms of ...

With Apple Music's Replay and Spotify's Wrapped recaps out, what better time is there to find new music to add to your rotation? Cue: the best non-English albums of 2025. In case you've been living ...

A new online audio resource will allow Christmas songs in Manx to be heard on island and further afield, the musician behind the project has said. The Nollick Ghennal, Songs in Manx for Christmas ...

Tools for translating natural language into code promise natural, open-ended interaction with databases, web APIs, and other software systems. However, this promise is complicated by the diversity and ...

In the ’00s, burnt CDs were the love letters of the day. Why come up with some heartfelt speech when countless musicians have already said exactly how you feel better than most of us ever could? There ...

Over the past 50 years, the lyrics of popular songs in the U.S. have become simpler, more negative, and contain more stress-related words, according to an analysis published in Scientific Reports. The ...