AlexN
/

xls-r-300m-fr

Automatic Speech Recognition

Generated from Trainer

hf-asr-leaderboard

mozilla-foundation/common_voice_8_0

robust-speech-event

Inference Endpoints

Model card Files Files and versions Community

AlexN commited on Jan 30, 2022

Commit

7d61ebe

•

1 Parent(s): 5200b6e

new run

Files changed (1) hide show

run.sh +5 -5

run.sh CHANGED Viewed

@@ -6,12 +6,12 @@ python run_speech_recognition_ctc.py \
 --tokenizer_name_or_path="./" \
 --output_dir="./" \
 --overwrite_output_dir \
---num_train_epochs="2" \
 --per_device_train_batch_size="64" \
 --per_device_eval_batch_size="64" \
 --gradient_accumulation_steps="1" \
---learning_rate="1e-4" \
---warmup_steps="1500" \
 --length_column_name="input_length" \
 --evaluation_strategy="steps" \
 --text_column_name="sentence" \
@@ -23,7 +23,7 @@ python run_speech_recognition_ctc.py \
 --save_total_limit="2" \
 --freeze_feature_encoder \
 --feat_proj_dropout="0.0" \
---mask_time_prob="0.75" \
 --mask_time_length="10" \
 --mask_feature_prob="0.25" \
 --mask_feature_length="10" \
@@ -31,7 +31,7 @@ python run_speech_recognition_ctc.py \
 --report_to="wandb" \
 --run_name="xls-r-300m-fr" \
 --max_eval_samples="6000" \
---max_duration_in_seconds="9" \
 --use_auth_token \
 --fp16 \
 --group_by_length \

 --tokenizer_name_or_path="./" \
 --output_dir="./" \
 --overwrite_output_dir \
+--num_train_epochs="4" \
 --per_device_train_batch_size="64" \
 --per_device_eval_batch_size="64" \
 --gradient_accumulation_steps="1" \
+--learning_rate="2e-4" \
+--warmup_steps="2500" \
 --length_column_name="input_length" \
 --evaluation_strategy="steps" \
 --text_column_name="sentence" \
 --save_total_limit="2" \
 --freeze_feature_encoder \
 --feat_proj_dropout="0.0" \
+--mask_time_prob="0.6" \
 --mask_time_length="10" \
 --mask_feature_prob="0.25" \
 --mask_feature_length="10" \
 --report_to="wandb" \
 --run_name="xls-r-300m-fr" \
 --max_eval_samples="6000" \
+--max_duration_in_seconds="10" \
 --use_auth_token \
 --fp16 \
 --group_by_length \