Audio Generation

Benchmarks

Dataset Name	SOTA Method	Metric
LJ Speech (test)	Autoregressive flow	LL Score5.161	20	3mo ago
Speech clean (test)		Generation Success Rate100	18	3mo ago
Speech Noise SNR=-10 (test)	SEEN	Success Rate80	18	3mo ago
Sound Clean (test)		Generation Success Rate100	18	3mo ago
Sound Noise SNR=-10 (test)	SEEN	Success Rate78.33	18	3mo ago
Music clean (test)		Generation Success Rate100	18	3mo ago
Music Noise SNR=-10 (test)	SEEN	Generation Success Rate85	18	3mo ago
LibriTTS (dev)	HiFi-GAN	M-STFT1.3647	18	3mo ago
AudioSet AAR 20k	TurboQuant-MSE	Minimum LSD0	15	13d ago
MMAU Speech (Noise)	SEEN	GSR80	15	3mo ago
MMAU Speech (Clean)	SEEN	GSR99	15	3mo ago
MMAU Sound (Noise)	SEEN	GSR78.33	15	3mo ago
MMAU Sound (Clean)	SEEN	GSR99.67	15	3mo ago
MMAU Music (Noise)	SEEN	GSR85	15	3mo ago
MMAU Music (Clean)	SEEN	GSR99	15	3mo ago
Long-Term Audio	MED only	FAD2.204	9	2mo ago
LJSpeech Short-Term (test)	BemaGANv2	FAD0.911	9	2mo ago
AudioSet	AG-REPA	FAD2.56	8	3mo ago
EpicBench T2A 1.0 (test)	T2A-Feedback + DPO	Win Rate EOS68	8	3mo ago
MAESTRO (test)	Self-attention	FAD (unconditional)0.131	6	2mo ago
MECAT S00	MusicGen	FADVGG26.74	5	6d ago
MECAT 0M0	Qwen3-TTS	FADVGG21.68	5	6d ago
MECAT 00A	Qwen3-TTS	FADVGG51.42	5	6d ago
Real Recordings	AMAVA	Fréchet Audio Distance (FAD)1.71	5	1mo ago
HDTF	Narrating For You	FAD106.43	5	3mo ago

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