Kperalt1/Final Project

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Resources for machine translation between Shanghainese and English

  • Resources developed for Shanghainese:
    • Link to resources developed for Shanghainese: [1]
  • Resources developed for English:

External Resources

  • Link to repository language pair:[2]
  • Link to Shanghainese repository transducer:[3]
  • Link to English repository transducer:[4]
  • Link to Shanghainese to English Text: [5]

Shanghainese wuu → English eng Sentence Evaluation

Sentences

  • (1) wuu: 我爱侬。
    • eng: I love you.
    • lexical transfer output:
    • full translation output:
  • (2) wuu: 我有很多朋友。
    • eng: I have many friends.
    • lexical transfer output:
    • full translation output:
  • (3) wuu: 侬欢喜唱歌伐?
    • eng: Do you like singing?
    • lexical transfer output:
    • full translation output:
  • (4) wuu: 早上好。
    • eng: Good morning.
    • lexical transfer output:
    • full translation output:
  • (5) wuu: 侬要吃茶还是吃咖啡啊?
    • eng: Do you want to drink tea or coffee?
    • lexical transfer output:
    • full translation output:
  • (6) wuu: 是我个,勿是伊个。
    • eng: It's mine, not his.
    • lexical transfer output:
    • full translation output:
  • (7) wuu: 搿是我个行李。
    • eng: Here is my baggage.
    • lexical transfer output:
    • full translation output:
  • (8) wuu: 伊是法国人。
    • eng: She is French. or He is French.
    • lexical transfer output:
    • full translation output:
  • (9) wuu: 我每天六点钟起床。
    • eng: I get up at six every day.
    • lexical transfer output:
    • full translation output:
  • (10) wuu: 一、二、三、四、五、六、七、八、九、十。
    • eng: One, two, three, four, five, six, seven, right, nine, ten.
    • lexical transfer output:
    • full translation output:
  • (11) wuu: 侬要走啦?
    • eng: Do you want to go?
    • lexical transfer output:
    • full translation output:
  • (12) wuu: 麻烦侬了。
    • eng: Sorry to trouble you.
    • lexical transfer output:
    • full translation output:
  • (13) wuu: 我老勿好意思个。
    • eng: I'm too ashamed.
    • lexical transfer output:
    • full translation output:
  • (14) wuu: 谢谢侬噢!
    • eng: Thank you!
    • lexical transfer output:
    • full translation output:
  • (15) wuu: 昨日是啥个天气?
    • eng: What was the weather yesterday?
    • lexical transfer output:
    • full translation output:
  • (16) wuu: 明朝要落雪。
    • eng: It will snow tomorrow.
    • lexical transfer output:
    • full translation output:
  • (17) wuu: 侬住拉阿里搭?
    • eng: Where do you live?
    • lexical transfer output:
    • full translation output:
  • (18) wuu: 侬要多少钞票?
    • eng: How much money do you want?
    • lexical transfer output:
    • full translation output:
  • (19) wuu: 对勿起。
    • eng: Excuse me.
    • lexical transfer output:
    • full translation output:
  • (20) wuu: 侬非常勇敢。
    • eng: You are very brave.
    • lexical transfer output:
    • full translation output:
  • (21) wuu: 侬选好了伐?
    • eng: Have you chosen?
    • lexical transfer output:
    • full translation output:
  • (22) wuu: 够了。
    • eng: That's enough.
    • lexical transfer output:
    • full translation output:
  • (23) wuu: 皮带是棕颜色个。
    • eng: The belt is brown.
    • lexical transfer output:
    • full translation output:
  • (24) wuu: 我欢喜我个闲话。
    • eng: I like my language.
    • lexical transfer output:
    • full translation output:
  • (25) wuu: 我有一支笔。
    • eng: I have a pen.
    • lexical transfer output:
    • full translation output:
  • (26) wuu: 有四个方向,东,南,西,北。
    • eng: There are four cardinal points, East, south, west and north.
    • lexical transfer output:
    • full translation output:
  • (27) wuu: 一年有四季,春夏秋冬。
    • eng: There are four seasons in a year, spring, summer, fall and winter.
    • lexical transfer output:
    • full translation output:
  • (28) wuu: 请拿。
    • eng: Take it, please.
    • lexical transfer output:
    • full translation output:
  • (29) wuu: 我是游客。
    • eng: I'm a tourist.
    • lexical transfer output:
    • full translation output:
  • (30) wuu: 现在我可以走了𠲎?
    • eng: Can I leave now?
    • lexical transfer output:
    • full translation output:
  • (31) wuu: 我会得弹钢琴。
    • eng: I can play piano.
    • lexical transfer output:
    • full translation output:
  • (32) wuu: 打网球是伊个兴趣。
    • eng: Playing tennis is his hobby.
    • lexical transfer output:
    • full translation output:
  • (33) wuu: 勿是我个。
    • eng: It's not mine.
    • lexical transfer output:
    • full translation output:
  • (34) wuu: 我學習中國言話。
    • eng: We learn Chinese.
    • lexical transfer output:
    • full translation output:
  • (35) wuu: 我申请了签证。
    • eng: I applied for a visa.
    • lexical transfer output:
    • full translation output:
  • (36) wuu: 吾欢喜吾额工作。
    • eng: I like my job.
    • lexical transfer output:
    • full translation output:
  • (37) wuu: 生日快乐!
    • eng: Happy birthday!
    • lexical transfer output:
    • full translation output:
  • (38) wuu: 再会!
    • eng: Bye!
    • lexical transfer output:
    • full translation output:
  • (39) wuu: 房间里向有老多学生子。
    • eng: There are many students in the room.
    • lexical transfer output:
    • full translation output:
  • (40) wuu: 伊会得讲十种语言。
    • eng: He can speak ten languages.
    • lexical transfer output:
    • full translation output:
  • (41) wuu: 吾嘴巴干。
    • eng: I'm thirsty.
    • lexical transfer output:
    • full translation output:
  • (42) wuu: 吾肚皮饿了。
    • eng: I am hungry.
    • lexical transfer output:
    • full translation output:
  • (43) wuu: 吾肚皮痛。
    • eng: I have a stomachache.
    • lexical transfer output:
    • full translation output:
  • (44) wuu: 伊是个好人。
    • eng: He is a good person.
    • lexical transfer output:
    • full translation output:
  • (45) wuu: 我要吃鱼跟海鲜。
    • eng: I want to eat fish and seafood.
    • lexical transfer output:
    • full translation output:

Statistics about input files

  • Number of words in reference: 8339
  • Number of words in test: 10077
  • Number of unknown words (marked with a star) in test: 5756
  • Percentage of unknown words: 57.12 %

Results when removing unknown-word marks (stars)


  • Edit distance: 10630
  • Word error rate (WER): 127.47 %
  • Number of position-independent correct words: 49
  • Position-independent word error rate (PER): 120.25 %