Automatic Speech Recognition
Transformers
4 languages
whisper
whisper-event
Generated from Trainer
Inference Endpoints
File size: 1,861 Bytes
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python $1run_speech_recognition_seq2seq_streaming.py \
	--model_name_or_path="openai/whisper-tiny" \
	--dataset_train_name="mozilla-foundation/common_voice_11_0,mozilla-foundation/common_voice_11_0,mozilla-foundation/common_voice_11_0,babelbox/babelbox_voice,NbAiLab/NST,arpelarpe/nota,NbAiLab/NPSC,google/fleurs,google/fleurs,google/fleurs" \
	--dataset_train_config_name="sv-SE,da,nn-NO,nst,no-distant,,16K_mp3_nynorsk,sv_se,da_dk,nb_no" \
	--language_train="swedish,danish,norwegian,swedish,norwegian,danish,norwegian,swedish,danish,norwegian" \
	--train_split_name="train+validation,train+validation,train+validation,train,train+test,train,train+validation,train+validation,train+validation,train+validation" \
	--dataset_eval_name="mozilla-foundation/common_voice_11_0,mozilla-foundation/common_voice_11_0,mozilla-foundation/common_voice_11_0" \
	--dataset_eval_config_name="sv-SE,da,nn-NO" \
	--language_eval="swedish,danish,norwegian" \
	--eval_split_name="test" \
	--model_index_name="Whisper Tiny Swedish" \
	--max_train_samples="64" \
	--max_eval_samples="32" \
	--max_steps="500" \
	--output_dir="./" \
	--per_device_train_batch_size="8" \
	--per_device_eval_batch_size="4" \
	--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,text,raw_transcription" \
	--freeze_feature_encoder="False" \
	--report_to="wandb" \
	--metric_for_best_model="wer" \
	--greater_is_better="False" \
	--load_best_model_at_end \
	--gradient_checkpointing \
	--overwrite_output_dir \
	--do_train \
	--do_eval \
	--predict_with_generate \
	--do_normalize_eval \
	--streaming \
	--use_auth_token \
	--push_to_hub