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240615-wav2vec2-ASR-Indians

Automatic Speech Recognition
Transformers
Safetensors
wav2vec2
Generated from Trainer
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240615-wav2vec2-ASR-Indians / README.md
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metadata
license: apache-2.0
base_model: facebook/wav2vec2-base
tags:
  - generated_from_trainer
metrics:
  - wer
model-index:
  - name: 240615-wav2vec2-ASR-Chinese
    results: []

240615-wav2vec2-ASR-Chinese

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

  • Loss: 0.7811
  • Wer: 0.2254

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: 0.0001
  • train_batch_size: 5
  • 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: 30
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
No log 6.25 100 0.7811 0.2254
No log 12.5 200 1.3569 0.2448
No log 18.75 300 0.9215 0.2609
No log 25.0 400 0.7503 0.3108

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1