Audio Classification
Transformers
PyTorch
TensorBoard
Safetensors
Indonesian
wav2vec2
Generated from Trainer
Instructions to use bookbot/distil-wav2vec2-adult-child-id-cls-52m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use bookbot/distil-wav2vec2-adult-child-id-cls-52m with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("audio-classification", model="bookbot/distil-wav2vec2-adult-child-id-cls-52m")# Load model directly from transformers import AutoProcessor, AutoModelForAudioClassification processor = AutoProcessor.from_pretrained("bookbot/distil-wav2vec2-adult-child-id-cls-52m") model = AutoModelForAudioClassification.from_pretrained("bookbot/distil-wav2vec2-adult-child-id-cls-52m", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 0
Browse files- .gitignore +1 -0
- config.json +125 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- runs/May12_10-54-21_ab852635cbff/1652352871.9909918/events.out.tfevents.1652352871.ab852635cbff.81.1 +3 -0
- runs/May12_10-54-21_ab852635cbff/events.out.tfevents.1652352871.ab852635cbff.81.0 +3 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "anantoj/wav2vec2-adult-child-id-cls-v2",
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"activation_dropout": 0.0,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 256,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": false,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_norm": "group",
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"feat_proj_dropout": 0.1,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"freeze_feat_extract_train": true,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "adult",
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"1": "child"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"adult": 0,
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"child": 1
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"mask_channel_length": 10,
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"mask_channel_min_space": 1,
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"mask_channel_other": 0.0,
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"mask_channel_prob": 0.0,
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"mask_channel_selection": "static",
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_min_space": 1,
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"mask_time_other": 0.0,
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"mask_time_prob": 0.05,
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"mask_time_selection": "static",
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"model_type": "wav2vec2",
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"no_mask_channel_overlap": false,
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"no_mask_time_overlap": false,
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"num_adapter_layers": 3,
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"num_attention_heads": 12,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 6,
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"num_negatives": 100,
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"output_hidden_size": 768,
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"pad_token_id": 0,
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"proj_codevector_dim": 256,
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"tdnn_dilation": [
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1,
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],
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"tdnn_dim": [
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512,
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512,
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512,
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512,
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1500
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],
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"tdnn_kernel": [
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5,
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3,
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1,
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],
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"torch_dtype": "float32",
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"transformers_version": "4.19.0.dev0",
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"use_weighted_layer_sum": false,
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"vocab_size": 32,
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"xvector_output_dim": 512
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": false,
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"sampling_rate": 16000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:075bd124d1dd5241e379250f3a520e2fa92f7d4a10e19478da401ae86dea938a
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size 208206803
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runs/May12_10-54-21_ab852635cbff/1652352871.9909918/events.out.tfevents.1652352871.ab852635cbff.81.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6f66fc4f8c90c3a5ec208e2bf53c1dfdc8aba963ec35d74da4ceab56fcf8585
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size 5230
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runs/May12_10-54-21_ab852635cbff/events.out.tfevents.1652352871.ab852635cbff.81.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e6e2c27d73958d32598146cf419a5495293a0614651a7cb524b5d6a22c8fcb5
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size 6865
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3a02e0c0bc340c2764d2bc9f8c71a00352411c86763f32fb28afc698b3cf060b
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size 3311
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