| model: | |
| _target_: pyannote.audio.models.embedding.WeSpeakerResNet293 | |
| sample_rate: 16000 | |
| num_channels: 1 | |
| num_mel_bins: 80 | |
| frame_length: 25 | |
| frame_shift: 10 | |
| dither: 1.0 | |
| window_type: hamming | |
| use_energy: false | |
| model_args: | |
| embed_dim: 256 | |
| feat_dim: 80 | |
| pooling_func: TSTP | |
| two_emb_layer: false | |
| data_type: shard | |
| dataloader_args: | |
| batch_size: 32 | |
| drop_last: true | |
| num_workers: 16 | |
| pin_memory: false | |
| prefetch_factor: 8 | |
| dataset_args: | |
| aug_prob: 0.6 | |
| fbank_args: | |
| dither: 1.0 | |
| frame_length: 25 | |
| frame_shift: 10 | |
| num_mel_bins: 80 | |
| num_frms: 200 | |
| shuffle: true | |
| shuffle_args: | |
| shuffle_size: 2500 | |
| spec_aug: false | |
| spec_aug_args: | |
| max_f: 8 | |
| max_t: 10 | |
| num_f_mask: 1 | |
| num_t_mask: 1 | |
| prob: 0.6 | |
| speed_perturb: true | |
| exp_dir: exp/ResNet293-TSTP-emb256-fbank80-num_frms200-aug0.6-spTrue-saFalse-ArcMargin-SGD-epoch150 | |
| gpus: | |
| - 0 | |
| - 1 | |
| log_batch_interval: 100 | |
| loss: CrossEntropyLoss | |
| loss_args: {} | |
| margin_scheduler: MarginScheduler | |
| margin_update: | |
| epoch_iter: 17062 | |
| final_margin: 0.2 | |
| fix_start_epoch: 40 | |
| increase_start_epoch: 20 | |
| increase_type: exp | |
| initial_margin: 0.0 | |
| update_margin: true | |
| model_init: null | |
| noise_data: data/musan/lmdb | |
| num_avg: 2 | |
| num_epochs: 150 | |
| optimizer: SGD | |
| optimizer_args: | |
| lr: 0.1 | |
| momentum: 0.9 | |
| nesterov: true | |
| weight_decay: 0.0001 | |
| projection_args: | |
| easy_margin: false | |
| embed_dim: 256 | |
| num_class: 17982 | |
| project_type: arc_margin | |
| scale: 32.0 | |
| reverb_data: data/rirs/lmdb | |
| save_epoch_interval: 5 | |
| scheduler: ExponentialDecrease | |
| scheduler_args: | |
| epoch_iter: 17062 | |
| final_lr: 5.0e-05 | |
| initial_lr: 0.1 | |
| num_epochs: 150 | |
| scale_ratio: 1.0 | |
| warm_from_zero: true | |
| warm_up_epoch: 6 | |
| seed: 42 | |
| train_data: data/vox2_dev/shard.list | |
| train_label: data/vox2_dev/utt2spk | |