| python run_speech_recognition_seq2seq_streaming.py \ |
| --model_name_or_path="openai/whisper-small" \ |
| --dataset_name="mozilla-foundation/common_voice_11_0" \ |
| --dataset_config_name="nl" \ |
| --language="dutch" \ |
| --train_split_name="train+validation" \ |
| --eval_split_name="test" \ |
| --model_index_name="Whisper Small Dutch" \ |
| --max_steps="500" \ |
| --output_dir="./" \ |
| --per_device_train_batch_size="16" \ |
| --per_device_eval_batch_size="8" \ |
| --logging_steps="25" \ |
| --learning_rate="1e-5" \ |
| --warmup_steps="500" \ |
| --evaluation_strategy="steps" \ |
| --eval_steps="1000" \ |
| --save_strategy="steps" \ |
| --save_steps="1000" \ |
| --generation_max_length="225" \ |
| --length_column_name="input_length" \ |
| --max_duration_in_seconds="30" \ |
| --text_column_name="sentence" \ |
| --freeze_feature_encoder="False" \ |
| --report_to="tensorboard" \ |
| --metric_for_best_model="wer" \ |
| --greater_is_better="False" \ |
| --load_best_model_at_end \ |
| --gradient_checkpointing \ |
| --fp16 \ |
| --overwrite_output_dir \ |
| --do_train \ |
| --do_eval \ |
| --predict_with_generate \ |
| --do_normalize_eval \ |
| --streaming=False \ |
| --use_auth_token \ |
| --push_to_hub |
|
|
