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SOTA Audio Generation benchmarks and papers with code | Wizwand
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Audio Generation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
LJ Speech (test)
Autoregressive flow
LL Score
5.161
20
1mo ago
Speech clean (test)
None
Generation Success Rate
100
18
1mo ago
Speech Noise SNR=-10 (test)
SEEN
Success Rate
80
18
1mo ago
Sound Clean (test)
None
Generation Success Rate
100
18
1mo ago
Sound Noise SNR=-10 (test)
SEEN
Success Rate
78.33
18
1mo ago
Music clean (test)
None
Generation Success Rate
100
18
1mo ago
Music Noise SNR=-10 (test)
SEEN
Generation Success Rate
85
18
1mo ago
LibriTTS (dev)
HiFi-GAN
M-STFT
1.3647
18
1mo ago
MMAU Speech (Noise)
SEEN
GSR
80
15
1mo ago
MMAU Speech (Clean)
SEEN
GSR
99
15
1mo ago
MMAU Sound (Noise)
SEEN
GSR
78.33
15
1mo ago
MMAU Sound (Clean)
SEEN
GSR
99.67
15
1mo ago
MMAU Music (Noise)
SEEN
GSR
85
15
1mo ago
MMAU Music (Clean)
SEEN
GSR
99
15
1mo ago
Long-Term Audio
MED only
FAD
2.204
9
1mo ago
LJSpeech Short-Term (test)
BemaGANv2
FAD
0.911
9
1mo ago
AudioSet
AG-REPA
FAD
2.56
8
1mo ago
EpicBench T2A 1.0 (test)
T2A-Feedback + DPO
Win Rate EOS
68
8
1mo ago
MAESTRO (test)
Self-attention
FAD (unconditional)
0.131
6
1mo ago
HDTF
Narrating For You
FAD
106.43
5
1mo ago
CelebV-HQ
Narrating For You
FAD
244.83
5
1mo ago
FakeAVCeleb
Narrating For You
FAD
171.52
5
1mo ago
VoxCeleb
Your_TTS
FAD
199.52
5
1mo ago
FMA
MERT
CLAP Score
148.883
4
1mo ago
Audio generation (evaluation set)
AudioGen
KL Divergence
1.42
4
1mo ago
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