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MUSDB18 dataset and benchmarks · SOTA2 Research

Research Datasets

MUSDB18

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Neural Vocoding / Waveform Synthesis

MUSDB18 HQ (Out-of-Distribution samples)

4.34Vocal SMOS

10

Subjective Human Correlation for Musical Audio Coherence

MUSDB18-HQ (test)

0.387Pearson ρ

9

Audio Synthesis

MUSDB18-HQ

0.878MR-STFT

5

Instrument-class selectivity

MUSDB18-HQ

79.8Accuracy

4

Musical Coherence Evaluation

MUSDB18 (50 randomly selected tracks)

63.982COCOLA Score

3

High-fidelity waveform generation

MUSDB18-HQ (test)

—Primary metric

0

Popular tasks

Audio Synthesis High-fidelity waveform generation Neural Vocoding / Waveform Synthesis Musical Coherence Evaluation Subjective Human Correlation for Musical Audio Coherence

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