diff --git a/examples/aishell/s0/README.md b/examples/aishell/s0/README.md index 6ce39b23..eedf92c9 100644 --- a/examples/aishell/s0/README.md +++ b/examples/aishell/s0/README.md @@ -1,10 +1,18 @@ # 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 | + +`jq '.feat_shape[0]' data/manifest.train | sort -un` + ## Deepspeech2 | Model | Params | Release | Config | Test set | Loss | CER | | --- | --- | --- | --- | --- | --- | --- | -| DeepSpeech2 | 58.4M | 2.2.0 | conf/deepspeech2.yaml + spec aug + new datapipe | test | 6.396368026733398 | 0.068382,0.073507 | +| DeepSpeech2 | 58.4M | 2.2.0 | conf/deepspeech2.yaml + spec aug + new datapipe | test | 6.396368026733398 | 0.068382 | | 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 | diff --git a/examples/aishell/s0/conf/augmentation.json b/examples/aishell/s0/conf/augmentation.json index ac8a1c53..6f249242 100644 --- a/examples/aishell/s0/conf/augmentation.json +++ b/examples/aishell/s0/conf/augmentation.json @@ -19,17 +19,17 @@ { "type": "specaug", "params": { - "W": 5, + "W": 0, "warp_mode": "PIL", - "F": 30, + "F": 10, "n_freq_masks": 2, - "T": 40, + "T": 50, "n_time_masks": 2, "p": 1.0, "adaptive_number_ratio": 0, "adaptive_size_ratio": 0, "max_n_time_masks": 20, - "replace_with_zero": false + "replace_with_zero": true }, "prob": 1.0 }