Speech Quality Assessment

Benchmarks

Dataset Name	SOTA Method	Metric
Kids	RawNet3	MOS0.73	18	4mo ago
Wild	RawNet3	MOS0.85	18	4mo ago
Noisy	AE-CU	MOS0.6	18	4mo ago
Clean	TTSDS2	MOS0.75	18	4mo ago
LibriSpeech 30% packet loss (test)	Glaris	OVRL4.09	16	4mo ago
SpeechEval	UTMOS	PCC - Overall0.748	14	2mo ago
QualiSpeech	QualiSpeech	PCC - Noise0.686	14	2mo ago
NISQA-FOR	SCOREQ	LCC0.93	12	4mo ago
BVCC	UTMOS	LCC0.88	12	2mo ago
URGENT24 SQA	UrgentMOS	LCC0.8	12	4mo ago
TMHINT-QI	UrgentMOS	LCC0.82	12	4mo ago
SOMOS	UrgentMOS	LCC0.68	12	4mo ago
URGENT SQA 25	UrgentMOS	LCC0.76	12	4mo ago
CHiME UDASE 7 (eval)	UrgentMOS	LCC0.79	12	4mo ago
NISQA-P501	SCOREQ	LCC0.93	12	4mo ago
NISQA-LIVE	UrgentMOS	LCC0.87	12	4mo ago
BC 19	UrgentMOS	LCC0.87	12	4mo ago
VoiceBank-DEMAND (test)	GatherMOS-ZS*	LCC0.6495	8	3mo ago
QualiSpeech (test)	LLM-judge dim.-wise	Naturalness (PCC)0.73	8	4mo ago
LibriSpeech 5% packet loss (test)	SoundSpring	P.808 MOS3.87	8	4mo ago
L2-ARCTIC Indian English speakers		NISQA-MOS4.84	6	3mo ago
S2S-ARENA		Content Score73.3	5	4mo ago
SPEAKBENCH		Content Score76	5	4mo ago
P23 (Experiment 1)	NR-SCOREQ	RMSE0.22	5	4mo ago
TENCENT	NR-PESQ	RMSE0.42	5	4mo ago

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