| python run_speech_recognition_ctc.py \ | |
| --dataset_name="mozilla-foundation/common_voice_7_0" \ | |
| --model_name_or_path="patrickvonplaten/wav2vec2_tiny_random_robust" \ | |
| --dataset_config_name="ab" \ | |
| --output_dir="./" \ | |
| --overwrite_output_dir \ | |
| --num_train_epochs="1" \ | |
| --save_steps="100" \ | |
| --eval_steps="500" \ | |
| --per_device_train_batch_size="8" \ | |
| --learning_rate="3e-4" \ | |
| --save_total_limit="1" \ | |
| --evaluation_strategy="steps" \ | |
| --text_column_name="sentence" \ | |
| --length_column_name="input_length" \ | |
| --layerdrop="0.0" \ | |
| --freeze_feature_encoder \ | |
| --gradient_checkpointing \ | |
| --fp16 \ | |
| --group_by_length \ | |
| --push_to_hub \ | |
| --use_auth_token \ | |
| --do_train --do_eval | |