susmitabhatt / xlsr-big-kinnn

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: August 11 2024
automatic-speech-recognition

Introduction of xlsr-big-kinnn

Model Details of xlsr-big-kinnn

xlsr-big-kinnn

This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0000
  • Wer: 0.0510
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: 0.0004
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 132
  • num_epochs: 100
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
2.0626 2.1505 200 0.6872 0.5597
0.3624 4.3011 400 0.0468 0.1067
0.106 6.4516 600 0.0157 0.0641
0.0637 8.6022 800 0.0137 0.0625
0.0448 10.7527 1000 0.0086 0.0699
0.03 12.9032 1200 0.0027 0.0523
0.0264 15.0538 1400 0.0072 0.0559
0.0265 17.2043 1600 0.0042 0.0543
0.0266 19.3548 1800 0.0018 0.0553
0.0199 21.5054 2000 0.0083 0.0766
0.0139 23.6559 2200 0.0021 0.0569
0.0154 25.8065 2400 0.0033 0.0545
0.0145 27.9570 2600 0.0005 0.0510
0.0153 30.1075 2800 0.0017 0.0539
0.0144 32.2581 3000 0.0002 0.0527
0.0118 34.4086 3200 0.0024 0.0836
0.0118 36.5591 3400 0.0012 0.0575
0.0149 38.7097 3600 0.0046 0.0583
0.0125 40.8602 3800 0.0005 0.0571
0.0108 43.0108 4000 0.0003 0.0615
0.011 45.1613 4200 0.0010 0.0585
0.0085 47.3118 4400 0.0002 0.0510
0.0082 49.4624 4600 0.0003 0.0571
0.0076 51.6129 4800 0.0004 0.0607
0.0065 53.7634 5000 0.0001 0.0553
0.0058 55.9140 5200 0.0006 0.0512
0.0069 58.0645 5400 0.0020 0.0539
0.0046 60.2151 5600 0.0001 0.0537
0.0049 62.3656 5800 0.0001 0.0577
0.0038 64.5161 6000 0.0000 0.0615
0.0033 66.6667 6200 0.0000 0.0703
0.0048 68.8172 6400 0.0002 0.0711
0.0039 70.9677 6600 0.0000 0.0520
0.0048 73.1183 6800 0.0003 0.0523
0.0021 75.2688 7000 0.0001 0.0516
0.0024 77.4194 7200 0.0000 0.0510
0.0027 79.5699 7400 0.0000 0.0508
0.0014 81.7204 7600 0.0000 0.0504
0.0022 83.8710 7800 0.0000 0.0506
0.0019 86.0215 8000 0.0000 0.0520
0.0022 88.1720 8200 0.0000 0.0510
0.001 90.3226 8400 0.0000 0.0510
0.0012 92.4731 8600 0.0000 0.0510
0.0011 94.6237 8800 0.0000 0.0510
0.0014 96.7742 9000 0.0000 0.0510
0.0008 98.9247 9200 0.0000 0.0510
Framework versions
  • Transformers 4.45.0.dev0
  • Pytorch 2.1.2
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of susmitabhatt xlsr-big-kinnn on huggingface.co

7
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

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