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ReDimNet

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ReDimNet (code, models, paper)

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  1. .gitattributes +3 -0
  2. Reshape Dimensions Network for Speaker Recognition.pdf +3 -0
  3. code/paper_metrics.png +3 -0
  4. code/pretrained_models.png +3 -0
  5. code/redimnet.zip +3 -0
  6. code/releases/11.06.2024/M-vb2+vox2+cnc-ft_mix.pt +3 -0
  7. code/releases/11.06.2024/M-vb2-ptn.pt +3 -0
  8. code/releases/11.06.2024/S-vb2+vox2+cnc-ft_mix.pt +3 -0
  9. code/releases/11.06.2024/S-vb2-ptn.pt +3 -0
  10. code/releases/11.06.2024/b0-vox2-ft_lm.pt +3 -0
  11. code/releases/11.06.2024/b0-vox2-ptn.pt +3 -0
  12. code/releases/11.06.2024/b1-vox2-ft_lm.pt +3 -0
  13. code/releases/11.06.2024/b1-vox2-ptn.pt +3 -0
  14. code/releases/11.06.2024/b2-vox2-ft_lm.pt +3 -0
  15. code/releases/11.06.2024/b2-vox2-ptn.pt +3 -0
  16. code/releases/11.06.2024/b3-vox2-ft_lm.pt +3 -0
  17. code/releases/11.06.2024/b3-vox2-ptn.pt +3 -0
  18. code/releases/11.06.2024/b4-vox2-ft_lm.pt +3 -0
  19. code/releases/11.06.2024/b4-vox2-ptn.pt +3 -0
  20. code/releases/11.06.2024/b5-vox2-ft_lm.pt +3 -0
  21. code/releases/11.06.2024/b5-vox2-ptn.pt +3 -0
  22. code/releases/11.06.2024/b6-vox2-ft_lm.pt +3 -0
  23. code/releases/11.06.2024/b6-vox2-ptn.pt +3 -0
  24. code/releases/11.06.2024/redimnet-latest.zip +3 -0
  25. models/ReDimNet (voice-is-cool)/.gitattributes +35 -0
  26. models/ReDimNet (voice-is-cool)/M-vb2+vox2+cnc-ft_mix.pt +3 -0
  27. models/ReDimNet (voice-is-cool)/M-vb2-ptn.pt +3 -0
  28. models/ReDimNet (voice-is-cool)/README.md +3 -0
  29. models/ReDimNet (voice-is-cool)/S-vb2+vox2+cnc-ft_mix.pt +3 -0
  30. models/ReDimNet (voice-is-cool)/S-vb2-ptn.pt +3 -0
  31. models/ReDimNet (voice-is-cool)/b0-vox2-ft_lm.pt +3 -0
  32. models/ReDimNet (voice-is-cool)/b0-vox2-ptn.pt +3 -0
  33. models/ReDimNet (voice-is-cool)/b1-vox2-ft_lm.pt +3 -0
  34. models/ReDimNet (voice-is-cool)/b1-vox2-ptn.pt +3 -0
  35. models/ReDimNet (voice-is-cool)/b2-vox2-ft_lm.pt +3 -0
  36. models/ReDimNet (voice-is-cool)/b2-vox2-ptn.pt +3 -0
  37. models/ReDimNet (voice-is-cool)/b3-vox2-ft_lm.pt +3 -0
  38. models/ReDimNet (voice-is-cool)/b3-vox2-ptn.pt +3 -0
  39. models/ReDimNet (voice-is-cool)/b4-vox2-ft_lm.pt +3 -0
  40. models/ReDimNet (voice-is-cool)/b4-vox2-ptn.pt +3 -0
  41. models/ReDimNet (voice-is-cool)/b5-vox2-ft_lm.pt +3 -0
  42. models/ReDimNet (voice-is-cool)/b5-vox2-ptn.pt +3 -0
  43. models/ReDimNet (voice-is-cool)/b6-vox2-ft_lm.pt +3 -0
  44. models/ReDimNet (voice-is-cool)/b6-vox2-ptn.pt +3 -0
  45. models/ReDimNet (voice-is-cool)/source.txt +1 -0
  46. models/redimnet (wd929)/.gitattributes +35 -0
  47. models/redimnet (wd929)/README.md +5 -0
  48. models/redimnet (wd929)/redimnet_b6_sphereface2/config.yaml +94 -0
  49. models/redimnet (wd929)/redimnet_b6_sphereface2/models/model_115.pt +3 -0
  50. models/redimnet (wd929)/redimnet_b6_sphereface2/models/model_120.pt +3 -0
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models/redimnet (wd929)/README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - speaker
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+ ---
models/redimnet (wd929)/redimnet_b6_sphereface2/config.yaml ADDED
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+ checkpoint: exp_ngc/redimnet_b6_sphereface2/models/model_95.pt
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+ data_type: shard
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+ dataloader_args:
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+ batch_size: 32
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+ drop_last: true
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+ num_workers: 4
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+ pin_memory: false
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+ prefetch_factor: 4
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+ dataset_args:
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+ aug_prob: 0.6
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+ fbank_args:
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+ dither: 1.0
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+ frame_length: 25
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+ frame_shift: 10
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+ filter: true
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+ filter_args:
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+ max_num_frames: 800
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+ min_num_frames: 100
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+ num_frms: 200
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+ resample_rate: 16000
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+ sample_num_per_epoch: 0
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+ shuffle: true
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+ shuffle_args:
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+ spec_aug: false
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+ max_t: 10
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+ num_f_mask: 1
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+ num_t_mask: 1
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+ prob: 0.6
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+ speed_perturb: true
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+ enable_amp: false
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+ exp_dir: exp_ngc/redimnet_b6_sphereface2
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+ gpus:
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+ - 0
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+ - 1
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+ - 5
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+ local_rank: 0
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+ log_batch_interval: 100
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+ loss: CrossEntropyLoss
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+ loss_args: {}
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+ margin_scheduler: MarginScheduler
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+ margin_update:
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+ epoch_iter: 4265
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+ final_margin: 0.2
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+ fix_start_epoch: 40
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+ increase_start_epoch: 20
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+ increase_type: exp
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+ initial_margin: 0.0
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+ update_margin: true
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+ model: ReDimNetB6
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+ model_args:
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+ embed_dim: 192
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+ feat_dim: 72
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+ pooling_func: ASTP
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+ two_emb_layer: false
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+ model_init: null
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+ noise_data: data/musan/lmdb
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+ num_avg: 10
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+ num_epochs: 120
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+ optimizer: SGD
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+ optimizer_args:
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+ lr: 0.1
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+ momentum: 0.9
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+ nesterov: true
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+ weight_decay: 2.0e-05
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+ projection_args:
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+ easy_margin: false
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+ embed_dim: 192
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+ num_class: 17982
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+ project_type: sphereface2
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+ scale: 32.0
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+ reverb_data: data/rirs/lmdb
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+ save_epoch_interval: 5
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+ scheduler: ExponentialDecrease
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+ scheduler_args:
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+ epoch_iter: 4265
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+ final_lr: 5.0e-05
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+ initial_lr: 0.1
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+ num_epochs: 120
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+ scale_ratio: 4.0
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+ warm_from_zero: true
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+ warm_up_epoch: 6
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+ seed: 42
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+ train_data: data/vox2_dev/shard.list
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+ train_label: data/vox2_dev/utt2spk
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