Create run.sh

run.sh

@@ -0,0 +1,36 @@
+#!/usr/bin/env bash
+
+python run_speech_recognition_ctc.py \
+	--dataset_name="mozilla-foundation/common_voice_7_0" \
+	--model_name_or_path="facebook/wav2vec2-xls-r-1b" \
+	--dataset_config_name="uk" \
+	--output_dir="./cv-uk-ft" \
+	--num_train_epochs="100" \
+	--per_device_train_batch_size="8" \
+	--per_device_eval_batch_size="8" \
+	--gradient_accumulation_steps="20" \
+	--learning_rate="5e-5" \
+	--warmup_steps="500" \
+	--length_column_name="input_length" \
+	--evaluation_strategy="steps" \
+	--text_column_name="sentence" \
+	--save_steps="500" \
+	--eval_steps="500" \
+	--logging_steps="50" \
+	--layerdrop="0.0" \
+	--activation_dropout="0.1" \
+	--eval_metrics wer cer \
+	--save_total_limit="3" \
+	--feat_proj_dropout="0.0" \
+	--mask_time_prob="0.75" \
+	--mask_time_length="10" \
+	--mask_feature_prob="0.25" \
+	--mask_feature_length="64" \
+	--freeze_feature_encoder \
+	--chars_to_ignore « » ы — – ՚ ’ … , ? . ! - \; \: \" “ % ‘ \` ” � \
+	--fp16 \
+	--group_by_length \
+	--use_auth_token \
+	--report_to="tensorboard" \
+	--do_train --do_eval \
+	--gradient_checkpointing