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GTSinger dataset and benchmarks · SOTA2 Research

Research Datasets

GTSinger

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Lyric-to-Melody generation

GTSinger (test)

3.5MOS

7

Singing Voice Resynthesis

GTSinger (test)

0.99F0-PCC

7

Forced Alignment

GTSinger-Speech-ZH

221.29AAS

5

Lyric-to-Melody generation

GTSinger English (test)

30.08Pitch Deviation (PD)

5

Singing Generation

GTsinger

5.44AES

4

Phone-level technique prediction

GTSinger

97.8BUB

4

Singing Voice Editing

GTSinger-En (Del)

24.88WER

3

Singing Voice Editing

GTSinger-En (Ins)

18.57WER

3

Singing Voice Editing

GTSinger En (Rep-P)

31.33WER

3

Lyric Alignment

GTSinger and a 30-hour Chinese dataset

18.6BER

3

Singing Voice Editing

GTSinger-En (Mix)

39.38WER

2

Singing Voice Editing

GTSinger-En Rep-SM

28.74WER

2

Singing Voice Editing

GTSinger-En (Rep-S)

21.88WER

2

Global style prediction

GTSinger

68STY

1

Popular tasks

Singing Voice Editing Lyric-to-Melody generation Phone-level technique prediction Global style prediction Lyric Alignment

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