SOTA Audio Reconstruction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
AudioSet (eval)	UniCodec	Mel Distance0.382	63	2mo ago
MusicDB (test)	DAC	Mel Distance0.3578	28	3mo ago
LibriSpeech 1	Ours	PESQ3.73	27	3mo ago
LJSpeech		UTMOS4.3794	26	3mo ago
AudioSet (test)	DashengTokenizer	Mel Distance (16kHz)0.32	23	2mo ago
LibriSpeech (test-clean test-other)	TokenBridge	CVU0.9888	21	3mo ago
Common Voice	TokenBridge	CVU0.9888	21	3mo ago
SEED en	X-Codec	Word Error Rate (WER)2.25	20	2d ago
LibriSpeech clean (test)		STOI1	17	2mo ago
SEED zh	X-Codec	WER1.74	15	1mo ago
Codec-SUPERB tiny (Speech)	BigCodec	Mel2.101	14	1mo ago
LibriSpeech (other)	X-Codec	WER5.49	11	1mo ago
LibriSpeech (clean)	X-Codec	WER3.09	11	1mo ago
Various (test)	RFWave (CFG2)	PESQ3.27	11	3mo ago
Song Describer	CoDiCodec-FSQ	L/R Mel0.9586	10	3mo ago
LibriTTS clean (test)	UniCodec	Mel Distance0.3442	10	3mo ago
AudioSet	UniFlow-Audio	Mel-16k0.268	8	6d ago
SongDescriber	BandTok	Mel Score0.642	7	16d ago
Codec-SUPERB tiny (Overall)	UniCodec	Mel1.121	7	1mo ago
Codec-SUPERB Music tiny	WavTok-S	Mel1.631	7	1mo ago
AudioSet	WavTokenizer	ViSQOL Score4.332	7	1mo ago
MUSDB18-HQ (test)	H-Codec-2.0 (Large)	Mel Loss0.5035	7	3mo ago
Song Describer Dataset (SDD) (test)	ϵar-VAE	SI-SDR12	6	14d ago
Speech	ReasoningCodec	MUSHRA90.5	6	3mo ago
Audio Evaluation Set 4 modalities, 150 samples per category	EnCodec	ViSQOL3.92	6	3mo ago

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