ParaformerBert + specaug + speed perturbation + specaugmentation

Environments

date: Mon Nov 21 13:25:30 CST 2022
python version: 3.7.12
FunASR version: 0.1.0
pytorch version: pytorch 1.7.0

Config files

train config: conf/train_asr_paraformerbert_conformer_12e_6d_2048_256.yaml
model size: 46M
lm config: LM was not used
decode config: conf/decode_asr_transformer_noctc_1best.yaml (CTC was not used)

Results (CER)

testset	CER(%)
dev	4.30
test	4.80