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Papers Benchmarks Datasets Tasks

Neural Vocoding research benchmarks · SOTA2 Research

Neural Vocoding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LibriTTS (test)

4.269PESQ

18

Mar 13, 2026

LibriTTS-R clean-100 (test)

4.08NISQA

15

May 26, 2026

LJSpeech 1.1 (test)

0.9M-STFT

12

Mar 10, 2026

LJSpeech 88 (test)

0.9M-STFT

12

Mar 10, 2026

4.058UTMOS

12

Mar 13, 2026

VCTK 100 audio clips (unseen)

0.093MAE

10

Feb 26, 2026

LibriTTS clean (dev)

0.093MAE

10

Feb 26, 2026

VCTK English Corpus with Unseen Speakers (out-of-domain)

4.117UTMOS

9

Mar 10, 2026

EARS (out-of-domain)

3.3UTMOS

9

Mar 10, 2026

4.49MOS

9

Feb 26, 2026

LJSpeech (Long Audio)

4.73MOS

8

Mar 10, 2026

LJSpeech Short Audio

3.67MOS

8

Mar 10, 2026

VCTK (unseen speakers)

4.37MOS

8

Feb 26, 2026

LJSpeech and VCTK

4.6MOS

6

Feb 26, 2026

Inference Speed Benchmark batch size 16, 1s samples

98.61xRT (GPU)

5

Feb 26, 2026

MUSDB18 (out-of-distribution)

4.61Mixture Score

4

Feb 26, 2026

4.847SMOS

3

Mar 13, 2026

LJSpeech (test)

3.769PESQ

3

Mar 10, 2026

Popular datasets

LJSpeech LibriTTS VCTK Inference Speed Benchmark MUSDB

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