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wav2vec2-xlsr-1b-ru

RASMUS / wav2vec2-xlsr-1b-ru

Run on huggingface.co
huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: -1
30-day runs: 2
Model's Last Updated: March 24 2022
automatic-speech-recognition

Introduction of wav2vec2-xlsr-1b-ru

Model Details of wav2vec2-xlsr-1b-ru

wav2vec2-xlsr-1b-ru

This model is a fine-tuned version of facebook/wav2vec2-xls-r-1b on the common_voice dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1352
  • Wer: 0.0971
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: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.5462 0.35 500 0.4027 0.3575
0.498 0.69 1000 0.2588 0.2513
0.4279 1.04 1500 0.2265 0.2204
0.4099 1.38 2000 0.2189 0.1979
0.4688 1.73 2500 0.2100 0.1920
0.2241 2.07 3000 0.1980 0.1767
0.2056 2.42 3500 0.2020 0.1683
0.3423 2.76 4000 0.1862 0.1606
0.2478 3.11 4500 0.1787 0.1563
0.3079 3.45 5000 0.1759 0.1555
0.2477 3.8 5500 0.1713 0.1423
0.1718 4.14 6000 0.1695 0.1391
0.1675 4.49 6500 0.1677 0.1372
0.1631 4.83 7000 0.1652 0.1333
0.1429 5.18 7500 0.1605 0.1308
0.1505 5.52 8000 0.1612 0.1245
0.1385 5.87 8500 0.1487 0.1225
0.1285 6.22 9000 0.1526 0.1201
0.1153 6.56 9500 0.1464 0.1172
0.1159 6.91 10000 0.1505 0.1143
0.1061 7.25 10500 0.1444 0.1106
0.1016 7.6 11000 0.1427 0.1075
0.1125 7.94 11500 0.1386 0.1045
0.0937 8.29 12000 0.1403 0.1022
0.1059 8.63 12500 0.1406 0.1022
0.0857 8.98 13000 0.1372 0.0992
0.0901 9.32 13500 0.1380 0.0977
0.0913 9.67 14000 0.1352 0.0971
Framework versions
  • Transformers 4.17.0.dev0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.3
  • Tokenizers 0.11.0

Runs of RASMUS wav2vec2-xlsr-1b-ru on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
2
30-day runs

More Information About wav2vec2-xlsr-1b-ru huggingface.co Model

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wav2vec2-xlsr-1b-ru huggingface.co is an AI model on huggingface.co that provides wav2vec2-xlsr-1b-ru's model effect (), which can be used instantly with this RASMUS wav2vec2-xlsr-1b-ru model. huggingface.co supports a free trial of the wav2vec2-xlsr-1b-ru model, and also provides paid use of the wav2vec2-xlsr-1b-ru. Support call wav2vec2-xlsr-1b-ru model through api, including Node.js, Python, http.

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RASMUS wav2vec2-xlsr-1b-ru online free

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wav2vec2-xlsr-1b-ru install

wav2vec2-xlsr-1b-ru is an open source model from GitHub that offers a free installation service, and any user can find wav2vec2-xlsr-1b-ru on GitHub to install. At the same time, huggingface.co provides the effect of wav2vec2-xlsr-1b-ru install, users can directly use wav2vec2-xlsr-1b-ru installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

wav2vec2-xlsr-1b-ru install url in huggingface.co:

https://huggingface.co/RASMUS/wav2vec2-xlsr-1b-ru

Url of wav2vec2-xlsr-1b-ru

wav2vec2-xlsr-1b-ru huggingface.co Url

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RASMUS
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