论文解读
把和声距离写进傅里叶权重：对齐与插值音高分布的可逆工具箱
论文把色度向量上的调性区间向量改写为可逆算子，用感知加权置换做对齐、用四五度圈上的循环最优传输做插值，并以圆柱几何分解音阶的根音、密度与色彩，代价是平滑表示不再保证非负且最优传输仍要求非负输入。
音乐信息检索
论文解读
有方向选择却更多样：爱尔兰传统曲调如何用新曲抵消走红曲的集中
论文用 13 年约 2 万首曲调的每周曲谱收藏数据比较中性、频率依赖与每首曲调自带适合度三类出生过程，发现方向性选择最强但多样性仍因新曲持续进入而上升，社会与旋律特征可解释适合度方差的 29%。
论文解读
Predicting Timbre Traits for Interpretable Assessment of Musical Sound Synthesizers
音频生成 | 6.1/10
论文解读
Frequency-Aware Self-Supervised Music Representation Learning
音乐信息检索 | 6.8/10
论文解读
PHAST-Net: Attention-Guided, Physics-Informed Network for Unified Estimation of Ideal Time-Frequency Representations
音乐信息检索 | 9/10
论文解读
An Asymmetric Formula for Interval Consonance and its Relation to Harmonic Coincidence
音乐信息检索 | 8.0/10
论文解读
Beyond Artifacts: Towards Generalizable Synthetic Song Detection via Music-Intrinsic Features
音乐信息检索 | 8.4/10
论文解读
EChO-Agent: Evidence Chain Orchestration Agent for Audio Reasoning
音频问答 | 6.1/10
论文解读
Learning Input-Channel Permutation Equivariance for Multi-Channel Source Separation: Reducing Bleeding in Small Music Ensembles
音乐源分离 | 7.9/10
论文解读
Moonlight in Latent Space: Chirality and Structural Correspondence Between Beethoven's Op. 27 No. 2 and Machine Learning Mechanisms
音乐信息检索 | 8.7/10
论文解读
Real-Time Language Model Jamming: A Case Study for Live Music Accompaniment Generation
音乐信息检索 | 8.7/10
论文解读
Snapping Matters: Context-Aware Onset Refinement for Automatic Music Transcription
音乐信息检索 | 7.1/10
论文解读
Profy: Interpretable Visualization of Expertise-Dependent Motor Skills Toward Supporting Piano Practice
音乐信息检索 | 6.9/10
论文解读
How Far Can Chord-Symbol Time-Series Adaptation Carry Genre Identity? Capabilities and Boundaries in Multi-Genre Chord-Symbol Modeling
音乐信息检索 | 8.8/10
论文解读
Channel-Oriented Design for EEG-to-Music Reconstruction
音乐生成 | 7.7/10
论文解读
Tonal parsimony in chord-sequence analysis: combining modulation cost and tonal vocabulary
音乐信息检索 | 8.1/10
论文解读
A Lightweight Slot-Attention Framework for Multi-Instrument Multi-Pitch Estimation
音乐信息检索 | 6.7/10
论文解读
Rubato: Transcribing Piano Music with Timestamps
音乐转录 | 10/10
论文解读
Score-Agnostic Structure Analysis in Large-Scale Performance Datasets
音乐信息检索 | 6.5/10
论文解读
Score-Agnostic Structure Analysis in Large-Scale Performance Datasets
音乐信息检索 | 4.1/10