صدای مشترک

مراجع:

ab

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ab')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 8
'other' 752
'test' 9
'train' 22
'validated' 31
'validation' 0
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ar

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ar')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 6333
'other' 18283
'test' 7622
'train' 14227
'validated' 43291
'validation' 7517
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

به عنوان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/as')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 31
'other' 0
'test' 110
'train' 270
'validated' 504
'validation' 124
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

br

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/br')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 623
'other' 10912
'test' 2087
'train' 2780
'validated' 8560
'validation' 1997
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

حدود

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ca')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 18846
'other' 64446
'test' 15724
'train' 285584
'validated' 416701
'validation' 15724
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

cnh

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/cnh')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 433
'other' 2934
'test' 752
'train' 807
'validated' 2432
'validation' 756
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

cs

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/cs')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 685
'other' 7475
'test' 4144
'train' 5655
'validated' 30431
'validation' 4118
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

cv

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/cv')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 1282
'other' 6927
'test' 788
'train' 931
'validated' 3496
'validation' 818
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

cy

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/cy')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 3648
'other' 17919
'test' 4820
'train' 6839
'validated' 72984
'validation' 4776
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

de

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/de')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 32789
'other' 10095
'test' 15588
'train' 246525
'validated' 565186
'validation' 15588
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

dv

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/dv')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 840
'other' 0
'test' 2202
'train' 2680
'validated' 11866
'validation' 2077
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

el

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/el')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 185
'other' 5659
'test' 1522
'train' 2316
'validated' 5996
'validation' 1401
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

en

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/en')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 189562
'other' 169895
'test' 16164
'train' 564337
'validated' 1224864
'validation' 16164
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

eo

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/eo')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 4736
'other' 2946
'test' 8969
'train' 19587
'validated' 58094
'validation' 8987
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

es

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/es')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 40640
'other' 144791
'test' 15089
'train' 161813
'validated' 236314
'validation' 15089
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

et

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/et')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 3557
'other' 569
'test' 2509
'train' 2966
'validated' 10683
'validation' 2507
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

اتحادیه اروپا

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/eu')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 5387
'other' 23570
'test' 5172
'train' 7505
'validated' 63009
'validation' 5172
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

فا

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/fa')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 11698
'other' 22510
'test' 5213
'train' 7593
'validated' 251659
'validation' 5213
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

فی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/fi')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 59
'other' 149
'test' 428
'train' 460
'validated' 1305
'validation' 415
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

fr

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/fr')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 40351
'other' 3222
'test' 15763
'train' 298982
'validated' 461004
'validation' 15763
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

fy-NL

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/fy-NL')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 1031
'other' 21569
'test' 3020
'train' 3927
'validated' 10495
'validation' 2790
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ga-IE

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ga-IE')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 409
'other' 2130
'test' 506
'train' 541
'validated' 3352
'validation' 497
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

سلام

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/hi')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 60
'other' 139
'test' 127
'train' 157
'validated' 419
'validation' 135
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

hsb

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/hsb')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 227
'other' 62
'test' 387
'train' 808
'validated' 1367
'validation' 172
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

هو

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/hu')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 169
'other' 295
'test' 1649
'train' 3348
'validated' 6457
'validation' 1434
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ia

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ia')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 192
'other' 1095
'test' 899
'train' 3477
'validated' 5978
'validation' 1601
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

شناسه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/id')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 470
'other' 6782
'test' 1844
'train' 2130
'validated' 8696
'validation' 1835
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

آن را

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/it')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 12189
'other' 14549
'test' 12928
'train' 58015
'validated' 102579
'validation' 12928
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ja

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ja')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 504
'other' 885
'test' 632
'train' 722
'validated' 3072
'validation' 586
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

کا

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ka')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 139
'other' 44
'test' 656
'train' 1058
'validated' 2275
'validation' 527
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

کاب

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/kab')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 18134
'other' 88021
'test' 14622
'train' 120530
'validated' 573718
'validation' 14622
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

کی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ky')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 926
'other' 7223
'test' 1503
'train' 1955
'validated' 9236
'validation' 1511
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ال جی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/lg')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 290
'other' 3110
'test' 584
'train' 1250
'validated' 2220
'validation' 384
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

آن

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/lt')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 102
'other' 1629
'test' 466
'train' 931
'validated' 1644
'validation' 244
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

lv

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/lv')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 143
'other' 1560
'test' 1882
'train' 2552
'validated' 6444
'validation' 2002
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

دقیقه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/mn')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 667
'other' 3272
'test' 1862
'train' 2183
'validated' 7487
'validation' 1837
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

mt

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/mt')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 314
'other' 5714
'test' 1617
'train' 2036
'validated' 5747
'validation' 1516
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

nl

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/nl')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 3308
'other' 27
'test' 5708
'train' 9460
'validated' 52488
'validation' 4938
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

یا

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/or')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 62
'other' 4302
'test' 98
'train' 388
'validated' 615
'validation' 129
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

pa-IN

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/pa-IN')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 43
'other' 1411
'test' 116
'train' 211
'validated' 371
'validation' 44
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

pl

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/pl')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 4601
'other' 12848
'test' 5153
'train' 7468
'validated' 90791
'validation' 5153
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

pt

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/pt')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 1740
'other' 8390
'test' 4641
'train' 6514
'validated' 41584
'validation' 4592
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

rm-sursilv

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/rm-sursilv')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 639
'other' 2102
'test' 1194
'train' 1384
'validated' 3783
'validation' 1205
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

rm-valader

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/rm-vallader')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 374
'other' 727
'test' 378
'train' 574
'validated' 1316
'validation' 357
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ro

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ro')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 485
'other' 1945
'test' 1778
'train' 3399
'validated' 6039
'validation' 858
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ru

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ru')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 3056
'other' 10247
'test' 8007
'train' 15481
'validated' 74256
'validation' 7963
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

rw

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/rw')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 206790
'other' 22923
'test' 15724
'train' 515197
'validated' 832929
'validation' 15032
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

sah

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/sah')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 66
'other' 1275
'test' 757
'train' 1442
'validated' 2606
'validation' 405
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

sl

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/sl')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 92
'other' 2502
'test' 881
'train' 2038
'validated' 4669
'validation' 556
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

sv-SE

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/sv-SE')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 462
'other' 3043
'test' 2027
'train' 2331
'validated' 12552
'validation' 2019
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

تا

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/ta')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 594
'other' 7428
'test' 1781
'train' 2009
'validated' 12652
'validation' 1779
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

هفتم

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/th')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 467
'other' 2671
'test' 2188
'train' 2917
'validated' 7028
'validation' 1922
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

tr

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/tr')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 1726
'other' 325
'test' 1647
'train' 1831
'validated' 18685
'validation' 1647
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

tt

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/tt')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 287
'other' 1798
'test' 4485
'train' 11211
'validated' 25781
'validation' 2127
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

انگلستان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/uk')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 1255
'other' 8161
'test' 3235
'train' 4035
'validated' 22337
'validation' 3236
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

vi

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/vi')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 78
'other' 870
'test' 198
'train' 221
'validated' 619
'validation' 200
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

رای دادن

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/vot')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 6
'other' 411
'test' 0
'train' 3
'validated' 3
'validation' 0
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

zh-CN

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/zh-CN')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 5305
'other' 8948
'test' 8760
'train' 18541
'validated' 36405
'validation' 8743
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

zh-HK

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/zh-HK')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 2999
'other' 38830
'test' 5172
'train' 7506
'validated' 41835
'validation' 5172
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

zh-TW

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:common_voice/zh-TW')
  • توضیحات :
Common Voice is Mozilla's initiative to help teach machines how real people speak.
The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
تقسیم کنید نمونه ها
'invalidated' 3584
'other' 22477
'test' 2895
'train' 3507
'validated' 61232
'validation' 2895
  • ویژگی ها :
{
    "client_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "audio": {
        "sampling_rate": 48000,
        "mono": true,
        "decode": true,
        "id": null,
        "_type": "Audio"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "up_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "down_votes": {
        "dtype": "int64",
        "id": null,
        "_type": "Value"
    },
    "age": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "gender": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "accent": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "locale": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "segment": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}