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35de8b9
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Parent(s):
01b191d
Upload model_config.yaml with huggingface_hub
Browse files- model_config.yaml +115 -0
model_config.yaml
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+
decoder:
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_target_: nemo.collections.asr.modules.SpeakerDecoder
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angular: false
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emb_sizes: 256
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feat_in: 1500
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num_classes: 7
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pool_mode: xvector
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encoder:
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_target_: nemo.collections.asr.modules.ConvASREncoder
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activation: relu
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conv_mask: true
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feat_in: 64
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jasper:
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- dilation:
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- 1
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dropout: 0.5
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filters: 512
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kernel:
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- 3
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repeat: 1
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residual: true
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separable: true
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stride:
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- 1
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- dilation:
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- 1
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dropout: 0.5
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filters: 512
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kernel:
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- 7
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repeat: 2
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residual: true
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separable: true
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stride:
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- 1
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+
- dilation:
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- 1
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+
dropout: 0.5
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filters: 512
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+
kernel:
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- 11
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repeat: 2
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residual: true
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separable: true
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stride:
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- 1
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+
- dilation:
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- 1
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dropout: 0.5
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filters: 512
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+
kernel:
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- 15
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repeat: 2
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residual: true
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+
separable: true
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stride:
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- 1
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- dilation:
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- 1
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dropout: 0.0
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filters: 1500
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kernel:
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- 1
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repeat: 1
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residual: false
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separable: true
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stride:
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- 1
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loss:
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margin: 0.2
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scale: 30
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optim:
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lr: 0.006
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momentum: 0.9
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name: sgd
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sched:
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min_lr: 0.0001
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name: CosineAnnealing
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warmup_ratio: 0.1
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weight_decay: 0.001
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preprocessor:
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_target_: nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
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dither: 1.0e-05
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features: 64
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+
frame_splicing: 1
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n_fft: 512
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normalize: per_feature
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sample_rate: 16000
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stft_conv: false
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window: hann
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window_size: 0.02
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window_stride: 0.01
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target: nemo.collections.asr.models.label_models.EncDecSpeakerLabelModel
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train_ds:
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augmentor:
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noise:
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manifest_path: /ws/manifests/raid/musan/musan_music_noise_manifest_dur8.json
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+
max_snr_db: 15
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min_snr_db: 5
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prob: 0.2
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| 101 |
+
batch_size: 64
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labels: null
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manifest_filepath: /ws/manifests/raid/combined/train_manifest.json
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+
num_workers: 4
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sample_rate: 16000
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shuffle: true
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time_length: 8
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validation_ds:
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batch_size: 64
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labels: null
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manifest_filepath: /ws/manifests/raid/voxceleb/small_manifest.json
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num_workers: 1
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sample_rate: 16000
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| 114 |
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shuffle: false
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| 115 |
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time_length: 8
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