Revised Rhythm Prediction Function, test=tts

examples/other/rhy/README.md

-# Punctuation Restoration with IWLST2012-Zh
+# Rhythm Prediction with CSMSC and AiShell3
 
 ## Get Started
 ### Data Preprocessing
@@ -20,60 +20,6 @@
 ## Pretrained Model
 The pretrained model can be downloaded here:
 
-[ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/text/ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip)
+[snapshot_iter_2600.pdz](https://paddlespeech.bj.bcebos.com/Rhy_Prediction/snapshot_iter_2600.pdz)
 
-[ernie-3.0-base.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-3.0-base.tar.gz)
-
+And you should put it into `exp/ YOUR EXP /checkpoints` folder.
\ No newline at end of file
-[ernie-3.0-medium.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-3.0-medium.tar.gz)
-
-[ernie-3.0-micro.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-3.0-micro.tar.gz)
-
-[ernie-mini.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-mini.tar.gz)
-
-[ernie-nano.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-nano.tar.gz)
-
-[ernie-tiny.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-tiny.tar.gz)
-
-### Test Result
-- Ernie 1.0
-    |       |COMMA  |  PERIOD | QUESTION | OVERALL|
-    |:-----:|:-----:|:-----:|:-----:|:-----:|  
-    |Precision  |0.510955  |0.526462  |0.820755  |0.619391|
-    |Recall     |0.517433  |0.564179  |0.861386  |0.647666|
-    |F1         |0.514173  |0.544669  |0.840580  |0.633141|
-- Ernie-tiny
-    |       |COMMA  |  PERIOD | QUESTION | OVERALL|
-    |:-----:|:-----:|:-----:|:-----:|:-----:|  
-    |Precision  |0.733177  |0.721448  |0.754717  |0.736447|
-    |Recall     |0.380740  |0.524646  |0.733945  |0.546443|
-    |F1         |0.501204  |0.607506  |0.744186  |0.617632|
-- Ernie-3.0-base-zh
-    |       |COMMA  |  PERIOD | QUESTION | OVERALL|
-    |:-----:|:-----:|:-----:|:-----:|:-----:|  
-    |Precision  |0.805947  |0.764160  |0.858491  |0.809532|
-    |Recall     |0.399070  |0.567978  |0.850467  |0.605838|
-    |F1         |0.533817  |0.651623  |0.854460  |0.679967|
-- Ernie-3.0-medium-zh
-    |       |COMMA  |  PERIOD | QUESTION | OVERALL|
-    |:-----:|:-----:|:-----:|:-----:|:-----:|  
-    |Precision  |0.730829  |0.699164  |0.707547  |0.712514|
-    |Recall     |0.388196  |0.533286  |0.797872  |0.573118|
-    |F1         |0.507058  |0.605062  |0.750000  |0.620707|
-- Ernie-3.0-mini-zh
-    |       |COMMA  |  PERIOD | QUESTION | OVERALL|
-    |:-----:|:-----:|:-----:|:-----:|:-----:|  
-    |Precision  |0.757433  |0.708449  |0.707547  |0.724477|
-    |Recall     |0.355752  |0.506977  |0.735294  |0.532674|
-    |F1         |0.484121  |0.591015  |0.721154  |0.598763|
-- Ernie-3.0-micro-zh
-    |       |COMMA  |  PERIOD | QUESTION | OVERALL|
-    |:-----:|:-----:|:-----:|:-----:|:-----:|  
-    |Precision  |0.733959  |0.679666  |0.726415  |0.713347|
-    |Recall     |0.332742  |0.483487  |0.712963  |0.509731|
-    |F1         |0.457896  |0.565033  |0.719626  |0.580852|
-- Ernie-3.0-nano-zh
-    |       |COMMA  |  PERIOD | QUESTION | OVERALL|
-    |:-----:|:-----:|:-----:|:-----:|:-----:|  
-    |Precision  |0.693271  |0.682451  |0.754717  |0.710146|
-    |Recall     |0.327784  |0.491968  |0.666667  |0.495473|
-    |F1         |0.445114  |0.571762  |0.707965  |0.574947|

examples/other/rhy/local/data.sh

 #!/bin/bash
 
+if [ ! -f 000001-010000.txt ]; then
+    wget https://paddlespeech.bj.bcebos.com/Rhy_Prediction/000001-010000.txt
+fi
+
+if [ ! -f label_train-set.txt ]; then
+    wget https://paddlespeech.bj.bcebos.com/Rhy_Prediction/label_train-set.txt
+fi
+
 
 aishell_data=$1
-biaobei_data=$2
+csmsc_data=$2
 processed_path=$3
 
-python3 ./local/pre_for_sp_biaobei.py \
-    --data=${biaobei_data} \
+python3 ./local/pre_for_sp_csmsc.py \
+    --data=${csmsc_data} \
     --processed_path=${processed_path}
 
 python3 ./local/pre_for_sp_aishell.py \

examples/other/rhy/local/pre_for_sp_aishell.py

@@ -26,7 +26,7 @@ def pre_and_write(data, file):
 
 
 def main():
-    parser = argparse.ArgumentParser(description="Train a FastSpeech2 model.")
+    parser = argparse.ArgumentParser(description="Train a Rhy prediction model.")
     parser.add_argument("--data", type=str, default="label_train-set.txt")
     parser.add_argument(
         "--processed_path", type=str, default="../data/rhy_predict")

examples/other/rhy/local/pre_for_sp_biaobei.py → examples/other/rhy/local/pre_for_sp_csmsc.py

@@ -24,7 +24,7 @@ def pre_and_write(data, file):
 
 
 def main():
-    parser = argparse.ArgumentParser(description="Train a FastSpeech2 model.")
+    parser = argparse.ArgumentParser(description="Train a Rhy prediction model.")
     parser.add_argument("--data", type=str, default="label_train-set.txt")
     parser.add_argument(
         "--processed_path", type=str, default="../data/rhy_predict")

examples/other/rhy/run.sh

@@ -3,11 +3,11 @@ set -e
 source path.sh
 
 gpus=1
-stage=3
-stop_stage=3
+stage=0
+stop_stage=0
 
 aishell_data=label_train-set.txt
-biaobei_data=000001-010000.txt
+csmsc_data=000001-010000.txt
 processed_path=data/rhy_predict
 
 conf_path=conf/default.yaml
@@ -22,7 +22,7 @@ source ${MAIN_ROOT}/utils/parse_options.sh || exit 1
 
 if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
     # prepare data
-    ./local/data.sh ${aishell_data} ${biaobei_data} ${processed_path}
+    ./local/data.sh ${aishell_data} ${csmsc_data} ${processed_path}
 fi
 
 if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then