brianyan918
commited on
Commit
·
28ed2ca
1
Parent(s):
f161f78
Create README.md
Browse files
README.md
CHANGED
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- espnet
|
4 |
+
- audio
|
5 |
+
- speech-recognition
|
6 |
+
language: en
|
7 |
+
datasets:
|
8 |
+
- aesrc2020
|
9 |
+
license: cc-by-4.0
|
10 |
+
---
|
11 |
+
|
12 |
+
## ESPnet2 ASR model
|
13 |
+
|
14 |
+
### `espnet/brianyan918_aesrc2020_asr_conformer`
|
15 |
+
|
16 |
+
This model was trained by Brian Yan using the aesrc2020 recipe in [espnet](https://github.com/espnet/espnet/).
|
17 |
+
|
18 |
+
### Demo: How to use in ESPnet2
|
19 |
+
|
20 |
+
```bash
|
21 |
+
cd espnet
|
22 |
+
pip install -e .
|
23 |
+
cd egs2/aesrc2020/st1
|
24 |
+
./run.sh --skip_data_prep false --skip_train true --download_model espnet/brianyan918_aesrc2020_asr_conformer
|
25 |
+
```
|
26 |
+
|
27 |
+
<!-- Generated by scripts/utils/show_asr_result.sh -->
|
28 |
+
# RESULTS
|
29 |
+
## Environments
|
30 |
+
- date: `Sat Aug 20 06:55:57 EDT 2022`
|
31 |
+
- python version: `3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0]`
|
32 |
+
- espnet version: `espnet 202207`
|
33 |
+
- pytorch version: `pytorch 1.8.1`
|
34 |
+
- Git hash: `c892feb2ba248c85b683bf3cdef6c8f7ce85449a`
|
35 |
+
- Commit date: `Thu Aug 18 11:54:56 2022 -0400`
|
36 |
+
|
37 |
+
## asr_train_asr_raw_en_bpe5000_sp
|
38 |
+
### WER
|
39 |
+
|
40 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
41 |
+
|---|---|---|---|---|---|---|---|---|
|
42 |
+
|decode_asr_asr_model_valid.acc.ave/test|15299|146813|94.8|4.7|0.6|0.7|5.9|31.9|
|
43 |
+
|
44 |
+
### CER
|
45 |
+
|
46 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
47 |
+
|---|---|---|---|---|---|---|---|---|
|
48 |
+
|decode_asr_asr_model_valid.acc.ave/test|15299|708064|97.9|1.2|0.9|0.7|2.8|31.9|
|
49 |
+
|
50 |
+
### TER
|
51 |
+
|
52 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
53 |
+
|---|---|---|---|---|---|---|---|---|
|
54 |
+
|decode_asr_asr_model_valid.acc.ave/test|15299|165136|93.2|4.3|2.6|0.6|7.4|31.9|
|