| language: | |
| - ml | |
| license: apache-2.0 | |
| tags: | |
| - whisper-event | |
| - generated_from_trainer | |
| datasets: | |
| - mozilla-foundation/common_voice_11_0 | |
| - google/fleurs | |
| - thennal/IMaSC | |
| - thennal/ulca_ml | |
| - thennal/msc | |
| - thennal/indic_tts_ml | |
| metrics: | |
| - wer | |
| model-index: | |
| - name: Whisper Medium Malayalam - Thennal D K | |
| results: | |
| - task: | |
| type: automatic-speech-recognition | |
| name: Automatic Speech Recognition | |
| dataset: | |
| name: Common Voice 11.0 | |
| type: mozilla-foundation/common_voice_11_0 | |
| config: ml | |
| split: test | |
| args: ml | |
| metrics: | |
| - type: wer | |
| value: 38.62068965517241 | |
| name: Wer | |
| - type: cer | |
| value: 7.325639739086803 | |
| name: Cer | |
| - type: wer | |
| value: 11.49 | |
| name: WER | |
| <!-- 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. --> | |
| # Whisper Medium Malayalam | |
| This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the Common Voice 11.0 dataset. | |
| It achieves the following results on the evaluation set: | |
| - WER: 38.6207 | |
| - CER: 7.3256 | |
| ## 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: 1e-05 | |
| - train_batch_size: 32 | |
| - eval_batch_size: 16 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - lr_scheduler_warmup_steps: 500 | |
| - training_steps: 8000 | |
| - mixed_precision_training: Native AMP | |
| ### Framework versions | |
| - Transformers 4.26.0.dev0 | |
| - Pytorch 1.13.0+cu117 | |
| - Datasets 2.7.1.dev0 | |
| - Tokenizers 0.13.2 | |