Speaker Verification on VoxCeleb1

Metric: EER (higher is better)

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#	Model↕	EER▼	Extra Data	Paper	Date↕	Code
1	Fine-tuned HuBERT Large	2.36	No	A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Sp...	2021-11-04	-
2	ReDimNet-B0-LM (1.0M)	1.16	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
3	ReDimNet-B0-LM-ASNorm (1.0M)	1.07	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
4	SpeechNAS	1.02	No	SpeechNAS: Towards Better Trade-off between Late...	2021-09-18	Code
5	ReDimNet-B1-LM (2.2M)	0.85	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
6	ReDimNet-B1-LM-ASNorm (2.2M)	0.73	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
7	ReDimNet-B2-SF2-LM (4.7M)	0.57	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
8	ReDimNet-B2-SF2-LM-ASNorm (4.7M)	0.52	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
9	ReDimNet-B4-LM (6.3M)	0.51	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
10	ReDimNet-B3-LM (3.0M)	0.5	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
11	ReDimNet-B3-LM-ASNorm (3.0M)	0.47	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
12	ReDimNet-B4-LM-ASNorm (6.3M)	0.44	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
13	ReDimNet-B5-SF2-LM (9.2M)	0.43	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
14	ReDimNet-B6-SF2-LM (15.0M)	0.4	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
15	ReDimNet-B5-SF2-LM-ASNorm (9.2M)	0.39	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code
16	ReDimNet-B6-SF2-LM-ASNorm (15.0M)	0.37	Yes	Reshape Dimensions Network for Speaker Recognition	2024-07-25	Code

#1Fine-tuned HuBERT LargeSOTA
2.36
EER· 2021-11-04
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding
#2ReDimNet-B0-LM (1.0M)
1.16
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#3ReDimNet-B0-LM-ASNorm (1.0M)
1.07
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#4SpeechNASSOTA
1.02
EER· 2021-09-18
SpeechNAS: Towards Better Trade-off between Latency and Accuracy for Large-Scale Speaker Verification Code
#5ReDimNet-B1-LM (2.2M)
0.85
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#6ReDimNet-B1-LM-ASNorm (2.2M)
0.73
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#7ReDimNet-B2-SF2-LM (4.7M)
0.57
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#8ReDimNet-B2-SF2-LM-ASNorm (4.7M)
0.52
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#9ReDimNet-B4-LM (6.3M)
0.51
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#10ReDimNet-B3-LM (3.0M)
0.5
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#11ReDimNet-B3-LM-ASNorm (3.0M)
0.47
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#12ReDimNet-B4-LM-ASNorm (6.3M)
0.44
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#13ReDimNet-B5-SF2-LM (9.2M)
0.43
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#14ReDimNet-B6-SF2-LM (15.0M)
0.4
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#15ReDimNet-B5-SF2-LM-ASNorm (9.2M)
0.39
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code
#16ReDimNet-B6-SF2-LM-ASNorm (15.0M)
0.37
EER· Extra Data· 2024-07-25
Reshape Dimensions Network for Speaker Recognition Code