msb-public
/
PaddleSpeech
mirror of https://github.com/PaddlePaddle/PaddleSpeech
1
0
Code Issues Projects Releases Wiki Activity
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
Branches Tags
${ item.name }
Create tag ${ searchTerm }
Create branch ${ searchTerm }
from '4b5cbe9a12'
${ noResults }
PaddleSpeech/examples/librispeech/s1
History
Hui Zhang 6c4e1361be
fix chunk mode test script 		3 years ago
..
conf fix kenlm install; librispeech s0 aug 3 years ago
local fix chunk mode test script 3 years ago
.gitignore E2E/Streaming Transformer/Conformer ASR (#578) 3 years ago
README.md fix kenlm install; librispeech s0 aug 3 years ago
path.sh add tarball utils (#626) 3 years ago
run.sh add align.sh and update run.sh 3 years ago

README.md

LibriSpeech

Conformer

Model Params Config Augmentation Test set Decode method Loss WER
conformer 47.63 M conf/conformer.yaml spec_aug + shift test-all attention 6.35 0.057117
conformer 47.63 M conf/conformer.yaml spec_aug + shift test-clean attention 6.35 0.030162
conformer 47.63 M conf/conformer.yaml spec_aug + shift test-clean ctc_greedy_search 6.35 0.037910
conformer 47.63 M conf/conformer.yaml spec_aug + shift test-clean ctc_prefix_beam_search 6.35 0.037761
conformer 47.63 M conf/conformer.yaml spec_aug + shift test-clean attention_rescoring 6.35 0.032115

Chunk Conformer

Model Params Config Augmentation Test set Decode method Chunk Size & Left Chunks Loss WER
conformer 47.63 M conf/chunk_conformer.yaml spec_aug + shift test-clean attention 16, -1 7.01250648 0.069548
conformer 47.63 M conf/chunk_conformer.yaml spec_aug + shift test-clean ctc_greedy_search 16, -1 7.01250648 0.094753
conformer 47.63 M conf/chunk_conformer.yaml spec_aug + shift test-clean ctc_prefix_beam_search 16, -1 7.01250648
conformer 47.63 M conf/chunk_conformer.yaml spec_aug + shift test-clean attention_rescoring 16, -1 7.01250648

Transformer

Model Params Config Augmentation Test set Decode method Loss WER
transformer 32.52 M conf/transformer.yaml spec_aug + shift test-all attention 6.98 0.066500
transformer 32.52 M conf/transformer.yaml spec_aug + shift test-clean attention 6.98 0.036