Audio Generation

Benchmarks

Dataset Name	SOTA Method	Metric
LJ Speech (test)	Autoregressive flow	LL Score5.161	20	4mo ago
Speech clean (test)		Generation Success Rate100	18	4mo ago
Speech Noise SNR=-10 (test)	SEEN	Success Rate80	18	4mo ago
Sound Clean (test)		Generation Success Rate100	18	4mo ago
Sound Noise SNR=-10 (test)	SEEN	Success Rate78.33	18	4mo ago
Music clean (test)		Generation Success Rate100	18	4mo ago
Music Noise SNR=-10 (test)	SEEN	Generation Success Rate85	18	4mo ago
LibriTTS (dev)	HiFi-GAN	M-STFT1.3647	18	4mo ago
AudioSet AAR 20k	TurboQuant-MSE	Minimum LSD0	15	2mo ago
MMAU Speech (Noise)	SEEN	GSR80	15	4mo ago
MMAU Speech (Clean)	SEEN	GSR99	15	4mo ago
MMAU Sound (Noise)	SEEN	GSR78.33	15	4mo ago
MMAU Sound (Clean)	SEEN	GSR99.67	15	4mo ago
MMAU Music (Noise)	SEEN	GSR85	15	4mo ago
MMAU Music (Clean)	SEEN	GSR99	15	4mo ago
Long-Term Audio	MED only	FAD2.204	9	4mo ago
LJSpeech Short-Term (test)	BemaGANv2	FAD0.911	9	4mo ago
AudioSet	AG-REPA	FAD2.56	8	4mo ago
EpicBench T2A 1.0 (test)	T2A-Feedback + DPO	Win Rate EOS68	8	4mo ago
MAESTRO (test)	Self-attention	FAD (unconditional)0.131	6	4mo ago
MECAT S00	MusicGen	FADVGG26.74	5	1mo ago
MECAT 0M0	Qwen3-TTS	FADVGG21.68	5	1mo ago
MECAT 00A	Qwen3-TTS	FADVGG51.42	5	1mo ago
Real Recordings	AMAVA	Fréchet Audio Distance (FAD)1.71	5	2mo ago
HDTF	Narrating For You	FAD106.43	5	4mo ago

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