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Papers Benchmarks Datasets Tasks

Singing Voice Conversion research benchmarks · SOTA2 Research

Singing Voice Conversion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SVC GT Leading (test)

0.804Speaker Similarity

10

Feb 26, 2026

12.82WER

8

Mar 6, 2026

11.64WER

8

Mar 6, 2026

Harmony scenario

3.92MOS

7

May 13, 2026

Single-Melody scenario

4.12MOS

7

May 13, 2026

SVC Evaluation Dataset

15.1PER

5

Jun 8, 2026

SVC Mix Vocal (test)

81SPK-SIM

5

Feb 26, 2026

5.79A-CE

4

Feb 26, 2026

SVCC Task 2 2025

783Style Similarity

3

Feb 26, 2026

SVCC Task 1 2025

793Style Sim.

3

Feb 26, 2026

Popular datasets

SVC SVCC Harmony Chinese SVC Single-Melody

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