OpenCodePapers
speaker-identification-on-voxceleb1
Speaker Identification
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Code
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ModelName
ReleaseDate
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Masked Modeling Duo: Towards a Universal Audio Pre-training Framework
✓ Link
96.6
96.6
MSM-MAE
2024-04-09
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework
✓ Link
96.5
96.5
M2D/0.6
2024-04-09
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework
✓ Link
96.3
96.3
M2D/0.7
2024-04-09
Masked Autoencoders that Listen
✓ Link
94.8
94.8
AudioMAE (local)
2022-07-13
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input
✓ Link
94.8
94.8
M2D ratio=0.6
2022-10-26
ATST: Audio Representation Learning with Teacher-Student Transformer
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94.3
94.3
ATST Base (ours)
2022-04-26
Masked Autoencoders that Listen
✓ Link
94.1
94.1
AudioMAE (global)
2022-07-13
AutoSpeech: Neural Architecture Search for Speaker Recognition
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87.66
96.01
18M
87.66
AutoSpeech (N=8,C=128)
2020-05-07
SSAST: Self-Supervised Audio Spectrogram Transformer
✓ Link
80.8
80.8
SSAST-FRAME
2021-10-19
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
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70.1
99M
70.1
SSAMBA
2024-05-20
SSAST: Self-Supervised Audio Spectrogram Transformer
✓ Link
64.2
64.2
SSAST-PATCH
2021-10-19
Contrastive Learning of General-Purpose Audio Representations
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37.7
37.7
COLA
2020-10-21