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Papers Benchmarks Datasets Tasks

MUSDB dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

MUSDB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Music Source Separation

MUSDB18 non-HQ (test)

6.79SDR (All Mix)

5

Music Source Separation

MUSDB HQ 18 (test)

3.72ViSQOL (vocals)

4

Vocal Accompaniment Generation

MUSDB18 (test)

1.28FADi

4

Vocal Source Separation

MUSDB HQ 18 (test)

0.071MSE

4

Neural Vocoding

MUSDB18 (out-of-distribution)

4.61Mixture Score

4

Singing Accompaniment Generation

MUSDB18 (test)

59.5APA

3

Singing Accompaniment Generation

MUSDB18

6.517CE

3

Audio synthesis

MUSDB 18 (test)

—Primary metric

0

Multi-instrument source separation

MUSDB

—Primary metric

0

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Popular tasks

Music Source Separation Audio Super-Resolution Multi-instrument source separation Music Reconstruction Lossless Audio Compression

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