Wav2vec2 Nigerian Language Identifier v5

--- library_name: transformers license: apache-2.0 base_model: drrobot9/wav2vec2-nigerian-language-identifier-v4 tags: - generated_from_trainer metrics: - accuracy model-index: - name: wav2vec2-nigerian-lid-v4 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-v4 This model is a fine-tuned version of [drrobot9/wav2vec2-nigerian-language-identifier-v4](https://huggingface.co/drrobot9/wav2vec2-nigerian-language-identifier-v4) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.0623 - Accuracy: 0.9901 ## 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: 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: 100 - num_epochs: 5 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | |:-------------:|:-----:|:----:|:---------------:|:--------:| | 0.0005 | 1.0 | 219 | 0.0978 | 0.9820 | | 0.0003 | 2.0 | 438 | 0.0540 | 0.9892 | | 0.0025 | 3.0 | 657 | 0.0736 | 0.9860 | | 0.0000 | 4.0 | 876 | 0.0503 | 0.9919 | | 0.0003 | 5.0 | 1095 | 0.0623 | 0.9901 | ### Framework versions - Transformers 5.0.0 - Pytorch 2.11.0+cu128 - Datasets 4.0.0 - Tokenizers 0.22.2

Source context: 12 downloads · 0 likes · Pipeline audio-classification · Library transformers · Repo drrobot9/wav2vec2-nigerian-language-identifier-v5

Source context: 4 downloads · 0 likes · Pipeline audio-classification · Library transformers · Repo drrobot9/wav2vec2-nigerian-language-identifier-v5