jmwang66 2 anos atrás
pai
commit
18b6080701

+ 15 - 0
egs/aishell/branchformer/README.md

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+# Branchformer Result
+
+## Training Config
+- Feature info: using raw speech, extracting 80 dims fbank online, global cmvn, speed perturb(0.9, 1.0, 1.1), specaugment
+- Train info: lr 0.001, batch_size 10000, 4 gpu(Tesla V100), acc_grad 1, 180 epochs
+- Train config: conf/train_asr_branchformer.yaml
+- LM config: LM was not used
+
+## Results (CER)
+- Decode config: conf/decode_asr_transformer.yaml (ctc weight:0.4)
+
+|   testset   | CER(%)  |
+|:-----------:|:-------:|
+|     dev     |  4.15   |
+|    test     |  4.51   |

+ 15 - 0
egs/aishell/e_branchformer/README.md

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+# E-Branchformer Result
+
+## Training Config
+- Feature info: using raw speech, extracting 80 dims fbank online, global cmvn, speed perturb(0.9, 1.0, 1.1), specaugment
+- Train info: lr 0.001, batch_size 10000, 4 gpu(Tesla V100), acc_grad 1, 180 epochs
+- Train config: conf/train_asr_e_branchformer.yaml
+- LM config: LM was not used
+
+## Results (CER)
+- Decode config: conf/decode_asr_transformer.yaml (ctc weight:0.4)
+
+|   testset   | CER(%)  |
+|:-----------:|:-------:|
+|     dev     |  4.10   |
+|    test     |  4.52   |