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PaddleSpeech
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PaddleSpeech/examples/aishell/s0
History
Hui Zhang ec76df6cbc
do not set seed since break model covergence, aishell s0 seed 10086 test ok 		3 years ago
..
conf export ctc grad norm config 3 years ago
local do not set seed since break model covergence, aishell s0 seed 10086 test ok 3 years ago
.gitignore E2E/Streaming Transformer/Conformer ASR (#578) 4 years ago
README.md using bw rnn in ds2 3 years ago
path.sh refactor ted en zh script; fix MAIN_ROOT path 3 years ago
run.sh fix recipe train and avg shell 3 years ago

README.md

Aishell-1

Data

| Data Subset | Duration in Seconds | | data/manifest.train | 1.23 ~ 14.53125 | | data/manifest.dev | 1.645 ~ 12.533 |
| data/manifest.test | 1.859125 ~ 14.6999375 |

Deepspeech2

Model Params Release Config Test set Loss CER
DeepSpeech2 58.4M 2.2.0 conf/deepspeech2.yaml + spec aug test 6.016139030456543 0.066549
--- --- --- --- --- --- ---
DeepSpeech2 58.4M 7181e427 conf/deepspeech2.yaml + spec aug test 5.71956205368042 0.064287
DeepSpeech2 58.4M 2.1.0 conf/deepspeech2.yaml + spec aug test 7.483316898345947 0.077860
DeepSpeech2 58.4M 2.1.0 conf/deepspeech2.yaml test 7.299022197723389 0.078671
DeepSpeech2 58.4M 2.0.0 conf/deepspeech2.yaml test - 0.078977
--- --- --- --- --- --- ---
DeepSpeech2 58.4M 1.8.5 - test - 0.080447