|
|
|
|
# Aishell - Deepspeech2 Streaming
|
|
|
|
|
|
|
|
|
|
## CTC Prefix Beam Search w/o LM
|
|
|
|
|
|
|
|
|
|
```
|
|
|
|
|
Overall -> 16.14 % N=104612 C=88190 S=16110 D=312 I=465
|
|
|
|
|
Mandarin -> 16.14 % N=104612 C=88190 S=16110 D=312 I=465
|
|
|
|
|
Other -> 0.00 % N=0 C=0 S=0 D=0 I=0
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
## CTC Prefix Beam Search w/ LM
|
|
|
|
|
|
|
|
|
|
LM: zh_giga.no_cna_cmn.prune01244.klm
|
|
|
|
|
```
|
|
|
|
|
Overall -> 7.86 % N=104768 C=96865 S=7573 D=330 I=327
|
|
|
|
|
Mandarin -> 7.86 % N=104768 C=96865 S=7573 D=330 I=327
|
|
|
|
|
Other -> 0.00 % N=0 C=0 S=0 D=0 I=0
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
## CTC WFST
|
|
|
|
|
|
|
|
|
|
LM: [aishell train](http://paddlespeech.bj.bcebos.com/speechx/examples/ds2_ol/aishell/aishell_graph.zip)
|
|
|
|
|
--acoustic_scale=1.2
|
|
|
|
|
```
|
|
|
|
|
Overall -> 11.14 % N=103017 C=93363 S=9583 D=71 I=1819
|
|
|
|
|
Mandarin -> 11.14 % N=103017 C=93363 S=9583 D=71 I=1818
|
|
|
|
|
Other -> 0.00 % N=0 C=0 S=0 D=0 I=1
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
LM: [wenetspeech](http://paddlespeech.bj.bcebos.com/speechx/examples/ds2_ol/aishell/wenetspeech_graph.zip)
|
|
|
|
|
--acoustic_scale=1.5
|
|
|
|
|
```
|
|
|
|
|
Overall -> 10.93 % N=104765 C=93410 S=9780 D=1575 I=95
|
|
|
|
|
Mandarin -> 10.93 % N=104762 C=93410 S=9779 D=1573 I=95
|
|
|
|
|
Other -> 100.00 % N=3 C=0 S=1 D=2 I=0
|
|
|
|
|
```
|
