From 2d2bcdcbd31dcf7b2e305d4f8b2eb728f195aae0 Mon Sep 17 00:00:00 2001
From: zhifu gao <zhifu.gzf@alibaba-inc.com>
Date: 星期三, 03 五月 2023 08:15:32 +0800
Subject: [PATCH] Merge pull request #445 from zhuzizyf/main

---
 funasr/datasets/large_datasets/utils/tokenize.py |   18 +++++++++++++-----
 1 files changed, 13 insertions(+), 5 deletions(-)

diff --git a/funasr/datasets/large_datasets/utils/tokenize.py b/funasr/datasets/large_datasets/utils/tokenize.py
index d8ceff2..0d2fd84 100644
--- a/funasr/datasets/large_datasets/utils/tokenize.py
+++ b/funasr/datasets/large_datasets/utils/tokenize.py
@@ -17,12 +17,21 @@
     return word_list
 
 def seg_tokenize(txt, seg_dict):
+    pattern = re.compile(r'^[\u4E00-\u9FA50-9]+$')
     out_txt = ""
     for word in txt:
+        word = word.lower()
         if word in seg_dict:
             out_txt += seg_dict[word] + " "
         else:
-            out_txt += "<unk>" + " "
+            if pattern.match(word):
+                for char in word:
+                    if char in seg_dict:
+                        out_txt += seg_dict[char] + " "
+                    else:
+                        out_txt += "<unk>" + " "
+            else:
+                out_txt += "<unk>" + " "
     return out_txt.strip().split()
 
 def tokenize(data,
@@ -41,14 +50,13 @@
 
     if seg_dict is not None:
         assert isinstance(seg_dict, dict)
-        txt = forward_segment("".join(text).lower(), seg_dict)
-        text = seg_tokenize(txt, seg_dict)
+        text = seg_tokenize(text, seg_dict)
 
     length = len(text)
     for i in range(length):
         x = text[i]
-        if i == length-1 and "punc" in data and text[i].startswith("vad:"):
-            vad = x[-1][4:]
+        if i == length-1 and "punc" in data and x.startswith("vad:"):
+            vad = x[4:]
             if len(vad) == 0:
                 vad = -1
             else:

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