File size: 1,290 Bytes
c594220
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
---
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-benchmark/esc-datasets" \
        --model_name_or_path="esc-benchmark/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="50001" \
        --eval_steps="10000" \
        --save_steps="10000" \
        --generation_max_length="40" \
        --generation_num_beams="1" \
        --final_generation_max_length="250" \
        --final_generation_num_beams="12" \
        --generation_length_penalty="1.5" \
        --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
```