File size: 704 Bytes
12c4f3e 6af6c19 12c4f3e e1fb9b0 12c4f3e e1fb9b0 12c4f3e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | python run_speech_recognition_ctc.py \
--dataset_name="mozilla-foundation/common_voice_7_0" \
--model_name_or_path="facebook/wav2vec2-large-xlsr-53" \
--dataset_config_name="ur" \
--output_dir="./" \
--overwrite_output_dir \
--max_steps="1000" \
--per_device_train_batch_size="16" \
--learning_rate="3e-4" \
--save_total_limit="10" \
--evaluation_strategy="steps" \
--text_column_name="sentence" \
--length_column_name="input_length" \
--chars_to_ignore ,\?\.\!\-\;\:\"\“\%\‘\”\�\ّ\ٔ\َِ,ً\
--save_steps="100" \
--layerdrop="0.0" \
--freeze_feature_encoder \
--gradient_checkpointing \
--fp16 \
--group_by_length \
--push_to_hub \
--use_auth_token \
--do_train --do_eval |