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cs.SD2025

Multi-Accent Mandarin Dry-Vocal Singing Dataset: Benchmark for Singing Accent Recognition

Zihao Wang, Ruibin Yuan, Ziqi Geng +7

Singing accent research is underexplored compared to speech accent studies, primarily due to the scarcity of suitable datasets. Existing singing datasets often suffer from detail l…

cs.SD2025

Singing Timbre Popularity Assessment Based on Multimodal Large Foundation Model

Zihao Wang, Ruibin Yuan, Ziqi Geng +7

Automated singing assessment is crucial for education and entertainment. However, existing systems face two fundamental limitations: reliance on reference tracks, which stifles cre…

cs.SD2025

Automatic Melody Reduction via Shortest Path Finding

Ziyu Wang, Yuxuan Wu, Roger B. Dannenberg +1

Melody reduction, as an abstract representation of musical compositions, serves not only as a tool for music analysis but also as an intermediate representation for structured musi…

cs.SD2025

Everyone-Can-Sing: Zero-Shot Singing Voice Synthesis and Conversion with Speech Reference

Shuqi Dai, Yunyun Wang, Roger B. Dannenberg +1

We propose a unified framework for Singing Voice Synthesis (SVS) and Conversion (SVC), addressing the limitations of existing approaches in cross-domain SVS/SVC, poor output musica…

cs.SD2024

Foundation Models for Music: A Survey

Yinghao Ma, Anders Øland, Anton Ragni +39

In recent years, foundation models (FMs) such as large language models (LLMs) and latent diffusion models (LDMs) have profoundly impacted diverse sectors, including music. This com…