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cs.SD2025
BeatFM: Improving Beat Tracking with Pre-trained Music Foundation Model
Ganghui Ru, Jieying Wang, Jiahao Zhao +5
Beat tracking is a widely researched topic in music information retrieval. However, current beat tracking methods face challenges due to the scarcity of labeled data, which limits…
cs.SD2025
HingeNet: A Harmonic-Aware Fine-Tuning Approach for Beat Tracking
Ganghui Ru, Jieying Wang, Jiahao Zhao +5
Fine-tuning pre-trained foundation models has made significant progress in music information retrieval. However, applying these models to beat tracking tasks remains unexplored as…
cs.SD2023★ 1 cited
Improving Music Genre Classification from Multi-Modal Properties of Music and Genre Correlations Perspective
Ganghui Ru, Xulong Zhang, Jianzong Wang +2
Music genre classification has been widely studied in past few years for its various applications in music information retrieval. Previous works tend to perform unsatisfactorily, s…