Audio Reconstruction

Benchmarks

Dataset Name	SOTA Method	Metric
AudioSet (eval)	UniCodec	Mel Distance0.382	63	4mo ago
MusicDB (test)	DAC	Mel Distance0.3578	28	4mo ago
LibriSpeech 1	Ours	PESQ3.73	27	4mo ago
LJSpeech		UTMOS4.3794	26	4mo ago
LibriSpeech clean (test)		STOI1	25	1mo ago
AudioSet (test)	DashengTokenizer	Mel Distance (16kHz)0.32	23	4mo ago
LibriSpeech (test-clean test-other)	TokenBridge	CVU0.9888	21	4mo ago
Common Voice	TokenBridge	CVU0.9888	21	4mo ago
SEED en	X-Codec	Word Error Rate (WER)2.25	20	1mo ago
MuChin	ET-greedy	Mel Distance0.95	19	29d ago
SEED zh	X-Codec	WER1.74	15	3mo ago
Codec-SUPERB tiny (Speech)	BigCodec	Mel2.101	14	3mo ago
LibriSpeech (other)	X-Codec	WER5.49	11	3mo ago
LibriSpeech (clean)	X-Codec	WER3.09	11	3mo ago
Various (test)	RFWave (CFG2)	PESQ3.27	11	4mo ago
LibriSpeech NAP domain (test)	seanet	L1 Distance0.073	10	1mo ago
Song Describer	CoDiCodec-FSQ	L/R Mel0.9586	10	4mo ago
LibriTTS clean (test)	UniCodec	Mel Distance0.3442	10	4mo ago
LibriTTS (test-clean)		UTMOS4.06	9	1mo ago
AudioSet	UniFlow-Audio	Mel-16k0.268	8	1mo ago
LibriSpeech clean 16 kHz (test)	BiCodec	UTMOS4.1853	7	1mo ago
SongDescriber	BandTok	Mel Score0.642	7	2mo ago
Codec-SUPERB tiny (Overall)	UniCodec	Mel1.121	7	3mo ago
Codec-SUPERB Music tiny	WavTok-S	Mel1.631	7	3mo ago
AudioSet	WavTokenizer	ViSQOL Score4.332	7	3mo ago

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