Wav2vec2 Nigerian Language Identifier v3

--- library_name: transformers license: apache-2.0 base_model: facebook/wav2vec2-large-xlsr-53 tags: - generated_from_trainer metrics: - accuracy model-index: - name: wav2vec2-nigerian-lid-v3 results: [] --- <!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. --> # wav2vec2-nigerian-lid-v3 This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.1276 - Accuracy: 0.9791 ## 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: 0.0002 - train_batch_size: 64 - eval_batch_size: 64 - seed: 42 - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments - lr_scheduler_type: linear - lr_scheduler_warmup_steps: 0.1 - num_epochs: 10 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | |:-------------:|:-----:|:----:|:---------------:|:--------:| | 0.3345 | 1.0 | 280 | 0.3439 | 0.9280 | | 0.0597 | 2.0 | 560 | 0.1034 | 0.9838 | | 0.0323 | 3.0 | 840 | 0.1233 | 0.9781 | | 0.0322 | 4.0 | 1120 | 0.1209 | 0.9776 | | 0.0254 | 5.0 | 1400 | 0.1961 | 0.9755 | | 0.0103 | 6.0 | 1680 | 0.1063 | 0.9807 | | 0.0116 | 7.0 | 1960 | 0.0669 | 0.9880 | | 0.0003 | 8.0 | 2240 | 0.1446 | 0.9791 | | 0.0026 | 9.0 | 2520 | 0.1233 | 0.9802 | | 0.0021 | 10.0 | 2800 | 0.1276 | 0.9791 | ### Framework versions - Transformers 5.0.0 - Pytorch 2.10.0+cu128 - Datasets 4.0.0 - Tokenizers 0.22.2

Source context: 9 downloads · 0 likes · Pipeline audio-classification · Library transformers · Repo drrobot9/wav2vec2-nigerian-language-identifier-v3

Source context: 7 downloads · 0 likes · Pipeline audio-classification · Library transformers · Repo drrobot9/wav2vec2-nigerian-language-identifier-v3