jialicheng / speech-commands_wav2vec2-large

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 1
30-day runs: 6
Model's Last Updated: May 20 2024
audio-classification

Introduction of speech-commands_wav2vec2-large

Model Details of speech-commands_wav2vec2-large

superb_ks_42

This model is a fine-tuned version of facebook/wav2vec2-large on the superb dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0856
  • Accuracy: 0.9840
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: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.0646 1.0 1597 0.1839 0.9625
0.3751 2.0 3194 0.1954 0.9647
0.3156 3.0 4791 0.1335 0.9744
0.257 4.0 6388 0.1062 0.9796
0.2386 5.0 7985 0.1029 0.9801
0.2085 6.0 9582 0.1002 0.9815
0.1715 7.0 11179 0.1031 0.9818
0.1575 8.0 12776 0.0938 0.9819
0.1332 9.0 14373 0.0896 0.9831
0.1288 10.0 15970 0.0856 0.9840
Framework versions
  • Transformers 4.40.1
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of jialicheng speech-commands_wav2vec2-large on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
6
30-day runs

More Information About speech-commands_wav2vec2-large huggingface.co Model

More speech-commands_wav2vec2-large license Visit here:

https://choosealicense.com/licenses/apache-2.0

speech-commands_wav2vec2-large huggingface.co

speech-commands_wav2vec2-large huggingface.co is an AI model on huggingface.co that provides speech-commands_wav2vec2-large's model effect (), which can be used instantly with this jialicheng speech-commands_wav2vec2-large model. huggingface.co supports a free trial of the speech-commands_wav2vec2-large model, and also provides paid use of the speech-commands_wav2vec2-large. Support call speech-commands_wav2vec2-large model through api, including Node.js, Python, http.

speech-commands_wav2vec2-large huggingface.co Url

https://huggingface.co/jialicheng/speech-commands_wav2vec2-large

jialicheng speech-commands_wav2vec2-large online free

speech-commands_wav2vec2-large huggingface.co is an online trial and call api platform, which integrates speech-commands_wav2vec2-large's modeling effects, including api services, and provides a free online trial of speech-commands_wav2vec2-large, you can try speech-commands_wav2vec2-large online for free by clicking the link below.

jialicheng speech-commands_wav2vec2-large online free url in huggingface.co:

https://huggingface.co/jialicheng/speech-commands_wav2vec2-large

speech-commands_wav2vec2-large install

speech-commands_wav2vec2-large is an open source model from GitHub that offers a free installation service, and any user can find speech-commands_wav2vec2-large on GitHub to install. At the same time, huggingface.co provides the effect of speech-commands_wav2vec2-large install, users can directly use speech-commands_wav2vec2-large installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

speech-commands_wav2vec2-large install url in huggingface.co:

https://huggingface.co/jialicheng/speech-commands_wav2vec2-large

Url of speech-commands_wav2vec2-large

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