4 papers
Musical ethnocentrism in Large Language Models
Anna Kruspe
Large Language Models (LLMs) reflect the biases in their training data and, by extension, those of the people who created this training data. Detecting, analyzing, and mitigating s…
Harmonic Reasoning in Large Language Models
Anna Kruspe
Large Language Models (LLMs) are becoming very popular and are used for many different purposes, including creative tasks in the arts. However, these models sometimes have trouble…
Joint sentiment analysis of lyrics and audio in music
Lea Schaab, Anna Kruspe
Sentiment or mood can express themselves on various levels in music. In automatic analysis, the actual audio data is usually analyzed, but the lyrics can also play a crucial role i…
Towards detecting unanticipated bias in Large Language Models
Anna Kruspe
Over the last year, Large Language Models (LLMs) like ChatGPT have become widely available and have exhibited fairness issues similar to those in previous machine learning systems.…