Automatic Speech Recognition
Transformers
Safetensors
Sediq
whisper
formosanbank
formosan
endangered-languages
speech
asr
whisper-small
tacl
Instructions to use FormosanBank/formosan-asr-taroko with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use FormosanBank/formosan-asr-taroko with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="FormosanBank/formosan-asr-taroko")# Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("FormosanBank/formosan-asr-taroko") model = AutoModelForSpeechSeq2Seq.from_pretrained("FormosanBank/formosan-asr-taroko", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "best_dev_loss": 0.17687981077411918, | |
| "best_selection_cer": 0.026846856509768723, | |
| "best_selection_metrics": { | |
| "dev_cells": 4, | |
| "dev_languages": 1, | |
| "dev_rows": 961, | |
| "macro_cell_cer": 0.026846856509768723, | |
| "macro_cell_wer": 0.061902180140190874, | |
| "macro_language_cer": 0.02129277566539924, | |
| "macro_language_wer": 0.059654178674351584, | |
| "micro_cer": 0.02129277566539924, | |
| "micro_wer": 0.059654178674351584, | |
| "selection_cer": 0.026846856509768723, | |
| "selection_metric": "decoded_dev_normalized_cer", | |
| "selection_scope": "macro_cell", | |
| "selection_wer": 0.061902180140190874 | |
| }, | |
| "best_selection_wer": 0.061902180140190874, | |
| "best_step": 1722, | |
| "checkpoint_path": "/scratch/scheppat/projects/tacl_formosan_asr/runs_whisper_final_v1/whisper_small_pan_formosan_to_language_train-taroko_eval-taroko-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13/best_model", | |
| "end_train_loss": 0.011313805356621742, | |
| "generated_at": "2026-06-25T21:34:55+00:00", | |
| "max_steps": 500, | |
| "out_dir": "/scratch/scheppat/projects/tacl_formosan_asr/runs_whisper_final_v1/whisper_small_pan_formosan_to_language_train-taroko_eval-taroko-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", | |
| "prediction_rows": 962, | |
| "run_id": "whisper_small_pan_formosan_to_language_train-taroko_eval-taroko-all-corpora_dataset_v1_split_v2_formosan_safe_v1_seed13", | |
| "start_train_loss": 0.12426631152629852, | |
| "steps": 2869, | |
| "train_epochs": 3.0 | |
| } | |