Add scripts and weights

README.md

@@ -0,0 +1,41 @@
+---
+language:
+- en
+tags:
+- esc
+datasets:
+- tedlium
+---To reproduce this run, execute: 
+```python 
+#!/usr/bin/env bash
+python run_flax_speech_recognition_seq2seq.py \
+        --dataset_name="esc/esc-datasets" \
+        --model_name_or_path="esc/wav2vec2-aed-tedlium" \
+        --dataset_config_name="tedlium" \
+        --output_dir="./" \
+        --wandb_name="wav2vec2-aed-tedlium" \
+        --wandb_project="wav2vec2-aed" \
+        --per_device_train_batch_size="8" \
+        --per_device_eval_batch_size="2" \
+        --learning_rate="1e-4" \
+        --warmup_steps="500" \
+        --logging_steps="25" \
+        --max_steps="50000" \
+        --eval_steps="10000" \
+        --save_steps="10000" \
+        --generation_max_length="200" \
+        --generation_num_beams="5" \
+        --generation_length_penalty="1.2" \
+        --hidden_dropout="0.2" \
+        --activation_dropout="0.2" \
+        --feat_proj_dropout="0.2" \
+        --overwrite_output_dir \
+        --gradient_checkpointing \
+        --freeze_feature_encoder \
+        --predict_with_generate \
+        --do_eval \
+        --do_train \
+        --do_predict \
+        --push_to_hub \
+        --use_auth_token
+```