--- license: apache-2.0 base_model: openai/whisper-tiny tags: - generated_from_keras_callback model-index: - name: whisper_train_on_validated_cv_model__0040 results: [] --- # whisper_train_on_validated_cv_model__0040 This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset. It achieves the following results on the evaluation set: - Train Loss: 0.0050 - Train Accuracy: 0.0823 - Train Wermet: 4.5484 - Validation Loss: 0.5834 - Validation Accuracy: 0.0726 - Validation Wermet: 5.7962 - Epoch: 39 ## 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: - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01} - training_precision: float32 ### Training results | Train Loss | Train Accuracy | Train Wermet | Validation Loss | Validation Accuracy | Validation Wermet | Epoch | |:----------:|:--------------:|:------------:|:---------------:|:-------------------:|:-----------------:|:-----:| | 2.2992 | 0.0331 | 6.3187 | 1.9677 | 0.0372 | 7.2782 | 0 | | 1.7447 | 0.0431 | 5.6345 | 1.7865 | 0.0408 | 6.3969 | 1 | | 1.5036 | 0.0480 | 5.6512 | 1.4821 | 0.0468 | 5.1810 | 2 | | 1.0955 | 0.0567 | 4.4606 | 1.0492 | 0.0557 | 3.7886 | 3 | | 0.7076 | 0.0654 | 4.9157 | 0.7312 | 0.0627 | 4.2416 | 4 | | 0.4703 | 0.0710 | 4.9749 | 0.5668 | 0.0664 | 4.8883 | 5 | | 0.3552 | 0.0737 | 5.1823 | 0.4725 | 0.0685 | 4.8141 | 6 | | 0.2865 | 0.0754 | 4.1024 | 0.4358 | 0.0694 | 3.8550 | 7 | | 0.2380 | 0.0765 | 3.3689 | 0.3947 | 0.0704 | 2.2953 | 8 | | 0.1998 | 0.0775 | 2.6219 | 0.3848 | 0.0707 | 3.0529 | 9 | | 0.1687 | 0.0782 | 2.2111 | 0.3689 | 0.0711 | 1.8146 | 10 | | 0.1417 | 0.0789 | 2.5284 | 0.3709 | 0.0713 | 1.9439 | 11 | | 0.1190 | 0.0795 | 2.8048 | 0.3631 | 0.0716 | 3.0845 | 12 | | 0.0983 | 0.0800 | 3.2668 | 0.3657 | 0.0717 | 3.6423 | 13 | | 0.0815 | 0.0804 | 3.8567 | 0.3806 | 0.0717 | 6.1506 | 14 | | 0.0659 | 0.0808 | 5.0931 | 0.3920 | 0.0718 | 6.4431 | 15 | | 0.0520 | 0.0812 | 5.6397 | 0.3935 | 0.0720 | 5.1514 | 16 | | 0.0409 | 0.0814 | 5.7797 | 0.4147 | 0.0720 | 4.2822 | 17 | | 0.0330 | 0.0816 | 5.1017 | 0.4354 | 0.0719 | 6.2876 | 18 | | 0.0257 | 0.0818 | 6.1581 | 0.4476 | 0.0720 | 7.0531 | 19 | | 0.0212 | 0.0819 | 6.3234 | 0.4647 | 0.0720 | 7.4961 | 20 | | 0.0183 | 0.0820 | 5.8886 | 0.4744 | 0.0721 | 5.6633 | 21 | | 0.0141 | 0.0821 | 6.0894 | 0.5076 | 0.0718 | 5.6186 | 22 | | 0.0130 | 0.0821 | 5.8770 | 0.5010 | 0.0721 | 6.2209 | 23 | | 0.0123 | 0.0821 | 5.7417 | 0.5214 | 0.0720 | 6.8845 | 24 | | 0.0115 | 0.0821 | 5.7680 | 0.5333 | 0.0720 | 7.2049 | 25 | | 0.0091 | 0.0822 | 5.3959 | 0.5272 | 0.0723 | 4.1630 | 26 | | 0.0097 | 0.0821 | 5.0201 | 0.5545 | 0.0720 | 5.1619 | 27 | | 0.0100 | 0.0821 | 5.2278 | 0.5328 | 0.0724 | 5.7914 | 28 | | 0.0069 | 0.0822 | 4.9319 | 0.5432 | 0.0723 | 3.8214 | 29 | | 0.0083 | 0.0822 | 4.4749 | 0.5610 | 0.0722 | 3.6943 | 30 | | 0.0075 | 0.0822 | 4.8208 | 0.5609 | 0.0724 | 5.1153 | 31 | | 0.0066 | 0.0822 | 4.0023 | 0.5662 | 0.0724 | 3.1397 | 32 | | 0.0067 | 0.0822 | 4.3423 | 0.5831 | 0.0723 | 5.5127 | 33 | | 0.0089 | 0.0821 | 5.1607 | 0.5637 | 0.0725 | 7.3612 | 34 | | 0.0051 | 0.0823 | 5.2337 | 0.5617 | 0.0726 | 7.1011 | 35 | | 0.0056 | 0.0822 | 5.9790 | 0.5801 | 0.0725 | 5.1786 | 36 | | 0.0060 | 0.0822 | 5.1288 | 0.6079 | 0.0723 | 5.9140 | 37 | | 0.0058 | 0.0822 | 4.8244 | 0.5765 | 0.0727 | 4.9488 | 38 | | 0.0050 | 0.0823 | 4.5484 | 0.5834 | 0.0726 | 5.7962 | 39 | ### Framework versions - Transformers 4.32.0.dev0 - TensorFlow 2.12.0 - Tokenizers 0.13.3