Datasets:

WhissleAI
/

Meta_STT_ZH_AIShell3

audio_filepath audioduration (s) 1.6 10.9	text stringlengths 39 200	duration float64 1.6 10.9
	她以 ENTITY_PRODUCT 滴鸡精 END 调养身体。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.060068
	ENTITY_ORGANIZATION 奇乐乐影院 END 。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.476984
	飘出浓浓孕味。 AGE_14_25 GENDER_FEMALE DIALECT_OTHERS	2.085941
	ENTITY_ORGANIZATION 西来国税局 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	1.871338
	却随着受贿人的落网而案发。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.21873
	便花 ENTITY_PRICE 两万多 END。元做脸部整形。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	3.234853
	ENTITY_COUNTRY 泰国 END ENTITY_CITY 曼谷 END 的市长还带头骑自行车。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	4.044921
	亡念之。扎姆德。 AGE_>41 GENDER_FEMALE DIALECT_NORTH	2.730023
	做好准备姐妹们。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	1.607551
	ENTITY_PRICE 四万一千五百六十一 END。 AGE_14_25 GENDER_MALE DIALECT_NORTH	3.269955
	紧接着 ENTITY_ORGANIZATION 格力 END。路由器又被曝光。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.923968
	ENTITY_PRODUCT 绝命枭雄 END。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	1.831315
	曾主导中国企业级市场的 ENTITY_ORGANIZATION 跨国企业 END 面临。两大挑战。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	4.699955
	那些花儿。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.003991
	ENTITY_LOCATION 东莞临深片区 END。住宅成交。 AGE_14_25 GENDER_MALE DIALECT_NORTH	3.059025
	给我放 ENTITY_PERSON_NAME 刘欢 END 的歌。 AGE_14_25 GENDER_MALE DIALECT_NORTH	2.231995
	但是 ENTITY_PERSON_NAME 张宇镇 END 的场外指导一把将。按住 ENTITY_PERSON_NAME 张宇镇 END 的肩膀上。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	6.53102
	一是继续强化。资本充足。性的刚性约束。 AGE_14_25 GENDER_FEMALE DIALECT_OTHERS	4.012948
	现代人的饮食习惯存在哪些误区。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.719955
	中西企业有什么。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.31483
	专家烧秸秆。是 ENTITY_LOCATION 北京 END 秋季雾霾形成。重要诱因。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	5.400272
	ENTITY_LOCATION 江西 END 的中学有什么。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.156236
	按照 ENTITY_DATE 八一 END 事故。严重受损。住宅处置方工作方案。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	5.989025
	全国从 ENTITY_DATE 二零一五年 END 来。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.090998
	ENTITY_PERSON_NAME 城田优 END 出演的电视剧有什么。 AGE_26_40 GENDER_MALE DIALECT_NORTH	3.800045
	这场突如其来的遭遇。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.786145
	不然到时我们就会把你丢在路边了。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	3.900159
	ENTITY_PERSON_NAME 克兰 END 给她喷了一种毒药。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.321995
	公共厕所。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	1.67
	你在想我对吗。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	1.649297
	但我要问问 ENTITY_PERSON_NAME 其他人 END 的情况。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.959955
	ENTITY_COUNTRY 澳大利亚 END 选手 ENTITY_PERSON_NAME 麦克沃伊 END 以零点儿十一秒之差屈居亚军。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	4.675601
	购房者是在 ENTITY_ORGANIZATION 开发商 END 的售楼处购买的。 AGE_26_40 GENDER_MALE DIALECT_NORTH	4.609977
	楼面地价也。创出 ENTITY_DURATION 一年来 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.148005
	因此很少有 ENTITY_PRODUCT 产品 END 会内置安全功能。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	3.118889
	裁判宣布比赛结果之后。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	3.668957
	ENTITY_LOCATION 珠江新城 END 的企业有什么。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.832834
	ENTITY_PERSON_NAME 廖全明 END 的车被撞变形。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.834966
	宣布出柜。不会影响 ENTITY_ORGANIZATION 苹果公司 END 市值。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	4.252925
	接下来会。有更多。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.300045
	要不你过来玩儿吧。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	2.467052
	我的关节快冻僵了。 AGE_14_25 GENDER_MALE DIALECT_NORTH	2.330068
	两难。因素将房地产信。托兑付问题。推至台前。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	5.924943
	如果你也是应招而来的话。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.88
	但是由此累计六三分。保持不变。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	5.341066
	ENTITY_ORGANIZATION 医药院校 END 有什么。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	1.718277
	国内将形成首个完整的。ENTITY_PRODUCT 半导体 END 。制造产业链。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	5.502086
	ENTITY_ORGANIZATION 宇锋三轮车专卖店 END。 AGE_14_25 GENDER_MALE DIALECT_SOUTH	2.76
	ENTITY_ORGANIZATION 滨城区技工学校 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.214694
	想要 ENTITY_PERSON_NAME 黄磊 END 的歌。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.016712
	好的以后再说。 AGE_26_40 GENDER_MALE DIALECT_NORTH	2.719955
	ENTITY_LOCATION 温县 END 的行政村有什么。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	2.599841
	我哥哥看见过一次。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.389909
	支持国有资本。牵头发起。设立融资。租赁公司。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	4.893968
	看台上 ENTITY_LOCATION 中国 END 观众也。异常兴奋。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.88
	ENTITY_BRAND 小米 END 投资了 ENTITY_ORGANIZATION 全民奇迹 END。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.30907
	ENTITY_DATE 第二局 END 双方继续。胶着态势。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.674059
	引起了不少市民围观。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.521973
	ENTITY_ORGANIZATION 每日经济 END。新闻记者发现。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	3.143016
	补贴更多的。还是共同的市场推广上。 AGE_14_25 GENDER_MALE DIALECT_NORTH	4.374014
	建立结构化的金融体系。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.077029
	邀请购房人。进行预验房。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	3.847052
	后面驶来的货车撞到了私家车尾部。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	5.176032
	其余个均不同程度下滑。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.593016
	来一首 ENTITY_DISH_NAME 跪羊图 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.210023
	它们带来的问题将远远。超过技术层面。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	4.140975
	ENTITY_ADDRESS 幺零九路康平小区站 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.022993
	ENTITY_ORGANIZATION 老娘舅延安路店 END。 AGE_26_40 GENDER_MALE DIALECT_SOUTH	2.57
	ENTITY_LOCATION 老城区 END 的景点有什么。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.510023
	ENTITY_DATE 今年 END 的黄金周期香港将失去光环。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	5.216054
	你只要爱我就够了。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	1.811156
	因为除了 ENTITY_PERSON_NAME 博尔特 END ENTITY_PERSON_NAME 苏炳添 END。 AGE_14_25 GENDER_MALE DIALECT_NORTH	3.586916
	国际术语有什么。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	2.247574
	迅速开展抗震救灾工作。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.106077
	的确像你说的。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	2.006825
	住宅用地的地价上升。更为明显。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.669002
	清朝书籍有什么。 AGE_14_25 GENDER_MALE DIALECT_NORTH	2.629887
	ENTITY_PRODUCT 宫廷电视 END。剧有什么。 AGE_26_40 GENDER_MALE DIALECT_NORTH	3.469955
	所有有毒淤泥。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	2.06898
	放一首。ENTITY_PERSON_NAME 彭丽媛 END 的在希望的田野。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.557982
	就等身体完全。康复再跑步。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.508435
	生态。圈建设尚需时日。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	3.63
	作为一家 ENTITY_ORGANIZATION 公众公司 END ENTITY_ORGANIZATION 上市公司 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.99195
	这个位置由一位新来的 ENTITY_JOB_TITLE 代课老师 END 坐上了。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	4.280023
	ENTITY_LOCATION 河南洛阳 END 五名村民盗挖古墓。三人在墓室内。窒息身亡。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	6.852063
	这正是他们需要我的时候。 AGE_14_25 GENDER_MALE DIALECT_NORTH	2.929932
	ENTITY_PERSON_NAME 陈奕迅 END 在现场。不仅搞怪卖萌。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	3.705079
	ENTITY_LOCATION 河南汝州 END 多所学校。疑强制教师。淘宝购物。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	5.685057
	ENTITY_PERSON_NAME 苏炳添 END 的提高。是中外教练共同努力的结果。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	3.709955
	我想听 ENTITY_PERSON_NAME 邓紫棋 END 泡沫。 AGE_>41 GENDER_FEMALE DIALECT_NORTH	3.059977
	贵屿ENTITY_LOCATION 地下水便。因重度污染而无法饮用。 AGE_26_40 GENDER_FEMALE DIALECT_NORTH	4.213129
	一双新的绿色的 ENTITY_PRODUCT 威灵顿长筒靴 END。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	4.133152
	你给我听听。时间煮雨。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.414875
	ENTITY_LOCATION 卡利亚里 END 的中场有什么。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	2.689932
	九千六百六十二万一千六百零八。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	4.038005
	ENTITY_MEASUREMENT 零点七九九六 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	2.290771
	ENTITY_DATE 四月二十二日 END 播出的ENTITY_ORGANIZATION 康熙来了 END 中。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	4.843016
	妈妈筹不到钱。 AGE_14_25 GENDER_MALE DIALECT_SOUTH	1.764717
	ENTITY_PERSON_NAME 三目神童 END。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH	1.969955
	拆除违法。建筑是新型城镇化的必然选择。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH	5.521973

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Meta Speech Recognition Mandarin Dataset (AISHELL3)

This dataset contains both metadata and audio files for Mandarin speech recognition samples from the AISHELL3 corpus.

Dataset Statistics

Splits and Sample Counts

train: 60098 samples
valid: 3163 samples
test: 24772 samples

Example Samples

train

{
  "audio_filepath": "/external4/datasets/Mandarin/AISHELL3/wavs_train/SSB00430356.wav",
  "text": "她以 ENTITY_PRODUCT 滴鸡精 END 调养身体。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH",
  "duration": 3.0600680272108844
}

{
  "audio_filepath": "/external4/datasets/Mandarin/AISHELL3/wavs_train/SSB00380135.wav",
  "text": "ENTITY_ORGANIZATION 奇乐乐影院 END 。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH",
  "duration": 2.476984126984127
}

valid

{
  "audio_filepath": "/external4/datasets/Mandarin/AISHELL3/wavs_train/SSB07600351.wav",
  "text": "我觉得她有很大的麻烦。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH",
  "duration": 2.6599092970521543
}

{
  "audio_filepath": "/external4/datasets/Mandarin/AISHELL3/wavs_train/SSB04700221.wav",
  "text": "画的是 ENTITY_LOCATION 纽约 END 地铁西路线。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH",
  "duration": 3.159659863945578
}

test

{
  "audio_filepath": "/external4/datasets/Mandarin/AISHELL3/wavs/SSB07110415.wav",
  "text": "来首歌吻别。 AGE_14_25 GENDER_FEMALE DIALECT_SOUTH",
  "duration": 1.7899773242630386
}

{
  "audio_filepath": "/external4/datasets/Mandarin/AISHELL3/wavs/SSB10910445.wav",
  "text": "末日重启。 AGE_14_25 GENDER_FEMALE DIALECT_NORTH",
  "duration": 1.9711791383219954
}

Dataset Information

Language: Mandarin Chinese
Source: AISHELL3
Format: Each sample contains:
- audio_filepath: Path to the audio file
- text: Transcription text with speaker metadata
- duration: Duration of the audio in seconds

Speaker Metadata

The text field includes speaker metadata in the format:

ENTITY_: Marking begin of an entity
INTENT_* : Intent of an utterance
AGE_*: Speaker age range
GENDER_*: Speaker gender
DIALECT_*: Speaker dialect

Usage Notes

The dataset includes both metadata and audio files.
Audio files are stored in the dataset repository.
The dataset is suitable for Mandarin speech recognition tasks.

Downloads last month: 0

Size of downloaded dataset files:

24.7 GB

Size of the auto-converted Parquet files:

24.7 GB

Number of rows:

88,033