File size: 1,256 Bytes
678bd59 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 |
#!/usr/bin/env bash
python run_flax_speech_recognition_ctc.py \
--model_name_or_path="speech-seq2seq/flax-wav2vec2-large-lv60-scan" \
--tokenizer_name="sanchit-gandhi/wav2vec2-ctc-switchboard-black-box-tokenizer" \
--dataset_name="ldc/switchboard" \
--dataset_config_name="all" \
--train_split_name="train.fisher+train.switchboard" \
--eval_split_name="validation" \
--test_split_name="test.switchboard+test.callhome" \
--text_column_name="test" \
--output_dir="./flax-wav2vec2-ctc-switchboard-fisher-black-box" \
--wandb_project="switchboard" \
--wandb_name="flax-wav2vec2-ctc-switchboard-fisher-black-box" \
--dataset_cache_dir="/home/sanchitgandhi/cache/huggingface/datasets" \
--max_steps="50000" \
--save_steps="10000" \
--eval_steps="10000" \
--learning_rate="3e-4" \
--logging_steps="25" \
--warmup_steps="5000" \
--preprocessing_num_workers="1" \
--do_lower_case="False" \
--do_train \
--do_eval \
--do_predict \
--overwrite_output_dir \
--gradient_checkpointing \
--freeze_feature_encoder \
--push_to_hub \
--use_auth_token |