diff --git a/examples/chinese_g2p/data/README.md b/examples/chinese_g2p/data/README.md
new file mode 100644
index 000000000..2e25312c2
--- /dev/null
+++ b/examples/chinese_g2p/data/README.md
@@ -0,0 +1,3 @@
+# Download Baker dataset
+
+Baker dataset has to be downloaded mannually and move to this folder, because you will have to pass the CATTCHA from a browswe to download the dataset.
diff --git a/examples/chinese_g2p/local/data_download.sh b/examples/chinese_g2p/local/data_download.sh
new file mode 100644
index 000000000..13fe0ac84
--- /dev/null
+++ b/examples/chinese_g2p/local/data_download.sh
@@ -0,0 +1,21 @@
+#!/usr/bin/env bash
+
+. ${MAIN_ROOT}/utils/utility.sh
+
+DOWNLOAD_DIR=$(dirname $0)/../data
+mkdir -p ${DOWNLOAD_DIR}
+
+# you may need to pass the authentification to download the data via a browser
+URL=https://online-of-baklong.oss-cn-huhehaote.aliyuncs.com/story_resource/BZNSYP.rar
+
+MD5="c4350563bf7dc298f7dd364b2607be83"
+TARGET=${DOWNLOAD_DIR}/BZNSYP.rar
+
+echo "Download Baker TTS dataset..."
+download ${URL} ${MD5} ${TARGET}
+if [ $? -ne 0 ]; then
+    echo "Fail to downlaod Baker TTS dataset!"
+    exit
+fi
+
+exit 0
diff --git a/examples/chinese_g2p/local/extract_pinyin.py b/examples/chinese_g2p/local/extract_pinyin.py
new file mode 100644
index 000000000..4b806862e
--- /dev/null
+++ b/examples/chinese_g2p/local/extract_pinyin.py
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+import argparse
+import re
+import jieba
+import pypinyin
+from pypinyin import lazy_pinyin, Style
+
+def extract_pinyin(source, target, use_jieba=False):
+    with open(source, 'rt', encoding='utf-8') as f:
+        with open(target, 'wt', encoding='utf-8') as g:
+            for i, line in enumerate(f):
+                if i % 2 == 0:
+                    g.write(line)
+                    sentence_id, raw_text = line.strip().split()
+                    raw_text = re.sub(r'#\d', '', raw_text)
+                    if use_jieba:
+                        raw_text = jieba.lcut(raw_text)
+                    syllables = lazy_pinyin(raw_text, errors='ignore', style=Style.TONE3, neutral_tone_with_five=True)
+                    transcription = ' '.join(syllables)
+                    g.write(f'\t{transcription}\n')
+                else:
+                    continue
+                    
+                
+        
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="extract baker pinyin labels")
+    parser.add_argument("input", type=str, help="source file of baker's prosody label file")
+    parser.add_argument("output", type=str, help="target file to write pinyin lables")
+    parser.add_argument("--use-jieba", action='store_true', help="use jieba for word segmentation.")
+    args = parser.parse_args()
+    print(args)
+    extract_pinyin(args.input, args.output, use_jieba=args.use_jieba)
diff --git a/examples/chinese_g2p/path.sh b/examples/chinese_g2p/path.sh
new file mode 100644
index 000000000..b4c625f95
--- /dev/null
+++ b/examples/chinese_g2p/path.sh
@@ -0,0 +1,8 @@
+export MAIN_ROOT=${PWD}/../../
+
+export PATH=${MAIN_ROOT}:${MAIN_ROOT}/utils:${PATH}
+export LC_ALL=C
+
+# Use UTF-8 in Python to avoid UnicodeDecodeError when LC_ALL=C
+export PYTHONIOENCODING=UTF-8
+export PYTHONPATH=${MAIN_ROOT}:${PYTHONPATH}
diff --git a/examples/chinese_g2p/requirements.txt b/examples/chinese_g2p/requirements.txt
new file mode 100644
index 000000000..3d5d90d32
--- /dev/null
+++ b/examples/chinese_g2p/requirements.txt
@@ -0,0 +1,2 @@
+jieba
+pypinyin
diff --git a/examples/chinese_g2p/run.sh b/examples/chinese_g2p/run.sh
new file mode 100644
index 000000000..fd424a595
--- /dev/null
+++ b/examples/chinese_g2p/run.sh
@@ -0,0 +1,44 @@
+#!/usr/bin/env bash
+source path.sh
+
+stage=0
+stop_stage=100
+
+source ${MAIN_ROOT}/utils/parse_options.sh || exit -1
+
+if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
+    bash local/data_download.sh
+    if [ $? -ne 0 ]; then
+	exit 1
+    fi
+fi
+
+EXP_DIR="exp"
+mkdir -p ${EXP_DIR}
+
+ARCHIVE="data/BZNSYP.rar"
+
+echo "Extracting Prosody Labeling"
+LABEL_FILE='ProsodyLabeling/000001-010000.txt'
+FILENAME='000001-010000.txt'
+unrar e ${ARCHIVE} ${LABEL_FILE}
+mv ${FILENAME} ${EXP_DIR}
+
+if [ ! -f ${EXP_DIR}/${FILENAME} ];then
+    echo "File extraction failed!"
+    exit
+fi
+
+# convert transcription in chinese into pinyin with pypinyin or jieba+pypinyin
+python3 local/extract_pinyin.py ${EXP_DIR}/${FILENAME} ${EXP_DIR}/"pypinyin_result.txt"
+python3 local/extract_pinyin.py --use-jieba ${EXP_DIR}/${FILENAME} ${EXP_DIR}/"pypinyin_with_jieba_result.txt"
+
+echo "done"
+exit 0
+
+
+    
+    
+    
+    
+