Machine Learning · Computer Science
Benchmarking Music Generation Models and Metrics via Human Preference Studies
Florian Grötschla, Ahmet Solak, Luca A. Lanzendörfer, Roger Wattenhofer
2025-06-25
Information Retrieval · Computer Science
Time-Aware Music Recommender Systems: Modeling the Evolution of Implicit User Preferences and User Listening Habits in A Collaborative Filtering Approach
Diego Sánchez-Moreno, Yong Zheng, María N. Moreno-García
2020-08-27
Audio and Speech Processing · Electrical Eng. & Systems
AI-Assisted Music Production: A User Study on Text-to-Music Models
Francesca Ronchini, Luca Comanducci, Simone Marcucci, Fabio Antonacci
2025-09-30
Information Retrieval · Computer Science
Modeling Musical Taste Evolution with Recurrent Neural Networks
Massimo Quadrana, Marta Reznakova, Tao Ye, Erik Schmidt +1
2018-06-19
Information Retrieval · Computer Science
Audio Prototypical Network For Controllable Music Recommendation
Fırat Öncel, Emiliano Penaloza, Haolun Wu, Shubham Gupta +3
2025-08-04
Computation and Language · Computer Science
Style Transfer as Unsupervised Machine Translation
Zhirui Zhang, Shuo Ren, Shujie Liu, Jianyong Wang +4
2018-08-27
Computation and Language · Computer Science
PMMT: Preference Alignment in Multilingual Machine Translation via LLM Distillation
Shuqiao Sun, Yutong Yao, Peiwen Wu, Feijun Jiang +1
2024-10-16
Computation and Language · Computer Science
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation
Sweta Agrawal, José G. C. de Souza, Ricardo Rei, António Farinhas +4
2024-10-11