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IDMT-SMT Guitar Dataset

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arXiv2025-09-30 收录
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https://michalsvento.github.io/UnNAFx/
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该数据集包含了64段不同风格和节奏的短音乐摘录,这些摘录是从两把不同的吉他录制而成的。然而,在本次研究中,仅使用了来自Career SG吉他的录音。这些录音经过了三种不同的失真效果处理:分别是“清晰失真”、“轻微失真”和“重度失真”。数据集被划分为非配对数据集(输入和输出分布)以及一个用于评估的配对测试集。总共有37分钟的录音资料可供使用。本次任务的目的是进行无监督的吉他失真建模。

This dataset comprises 64 short music excerpts with varied styles and tempos, recorded using two distinct guitars. However, only the recordings from the Career SG guitar were employed in this study. These recordings were processed with three distinct distortion effects: "clean distortion", "mild distortion", and "heavy distortion". The dataset is divided into an unpaired dataset (with input and output distributions) and a paired test set for evaluation. A total of 37 minutes of recorded audio is available for use. The goal of this task is to conduct unsupervised guitar distortion modeling.
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