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Subsequence SDTW: Differentiable Alignment with Flexible Boundary Conditions
音乐信息检索 | 8.0/10
音乐信息检索
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Temporal Distillation for Music Representation Learning
音乐信息检索 | 7.5/10
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Timbre-Based Pretraining with Pseudo-Labels for Multi-Instrument Automatic Music Transcription
音乐信息检索 | 7.0/10
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Towards Blind Data Cleaning: A Case Study in Music Source Separation
音乐信息检索 | 7.0/10
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Vioptt: Violin Technique-Aware Transcription from Synthetic Data Augmentation
音乐信息检索 | 6.5/10
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An event-based sequence modeling approach to recognizing non-triad chords with oversegmentation minimization
音乐理解 | 7.5/10
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Come Together: Analyzing Popular Songs Through Statistical Embeddings
音乐信息检索 | 6.5/10
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Spectrographic Portamento Gradient Analysis: A Quantitative Method for Historical Cello Recordings with Application to Beethoven's Piano and Cello Sonatas, 1930--2012
音乐信息检索 | 7.5/10
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Transformer-Based Rhythm Quantization of Performance MIDI Using Beat Annotations
音乐信息检索 | 8.0/10
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Beyond Rules: Towards Basso Continuo Personal Style Identification
音乐理解 | 7.0/10
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Embedding-Based Intrusive Evaluation Metrics for Musical Source Separation Using MERT Representations
1. **问题**：音乐源分离（MSS）领域常用的客观评估指标（BSS-Eval）与人类感知评分相关性较低，导致模型评估不够准确。 2. **方法核心**：提出两种基于嵌入的侵入式评估指标：在预训练MERT模型的嵌入空间上计算目标与分离信号的均方误差（MSE_MERT）和一种逐曲目的Fréchet音
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A Manual Bar-by-Bar Tempo Measurement Protocol for Polyphonic Chamber Music Recordings: Design, Validation, and Application to Beethoven's Piano and Cello Sonatas
本文旨在解决现有自动化节拍提取工具在分析历史复调室内乐录音（特别是贝多芬钢琴与大提琴奏鸣曲）时出现的系统性失败问题。作者与一名VLSI工程师合作，设计并验证了一套形式化的手动逐小节速度测量协议。该协议