mazkooleg / digit-mask-wav2vec2-base-ft

huggingface.co
Total runs: 160
24-hour runs: -1
7-day runs: -5
30-day runs: 152
Model's Last Updated: 5월 16 2023
audio-classification

Introduction of digit-mask-wav2vec2-base-ft

Model Details of digit-mask-wav2vec2-base-ft

wav2vec2-base-digit-mask-ft

This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0054
  • Accuracy: 0.9989
  • F1: 0.9989
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 1e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 3
Training results
Training Loss Epoch Step Accuracy F1 Validation Loss
0.0083 1.0 14264 0.9989 0.9989 0.0054
0.0002 2.0 28528 0.9989 0.9989 0.0057
0.0003 3.0 42792 0.9989 0.9989 0.0065
Framework versions
  • Transformers 4.28.1
  • Pytorch 2.0.0+cpu
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of mazkooleg digit-mask-wav2vec2-base-ft on huggingface.co

160
Total runs
-1
24-hour runs
-3
3-day runs
-5
7-day runs
152
30-day runs

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https://huggingface.co/mazkooleg/digit-mask-wav2vec2-base-ft

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https://huggingface.co/mazkooleg/digit-mask-wav2vec2-base-ft

digit-mask-wav2vec2-base-ft install

digit-mask-wav2vec2-base-ft is an open source model from GitHub that offers a free installation service, and any user can find digit-mask-wav2vec2-base-ft on GitHub to install. At the same time, huggingface.co provides the effect of digit-mask-wav2vec2-base-ft install, users can directly use digit-mask-wav2vec2-base-ft installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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