তথ্যসূত্র:
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:swda')
- বর্ণনা :
The Switchboard Dialog Act Corpus (SwDA) extends the Switchboard-1 Telephone Speech Corpus, Release 2 with
turn/utterance-level dialog-act tags. The tags summarize syntactic, semantic, and pragmatic information about the
associated turn. The SwDA project was undertaken at UC Boulder in the late 1990s.
The SwDA is not inherently linked to the Penn Treebank 3 parses of Switchboard, and it is far from straightforward to
align the two resources. In addition, the SwDA is not distributed with the Switchboard's tables of metadata about the
conversations and their participants.
- লাইসেন্স : ক্রিয়েটিভ কমন্স অ্যাট্রিবিউশন-অবাণিজ্যিক-শেয়ারঅ্যালাইক 3.0 আনপোর্টেড লাইসেন্স
- সংস্করণ : 0.0.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'test' | 4514 |
'train' | 213543 |
'validation' | 56729 |
- বৈশিষ্ট্য :
{
"swda_filename": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ptb_basename": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"conversation_no": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"transcript_index": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"act_tag": {
"num_classes": 217,
"names": [
"b^m^r",
"qw^r^t",
"aa^h",
"br^m",
"fa^r",
"aa,ar",
"sd^e(^q)^r",
"^2",
"sd;qy^d",
"oo",
"bk^m",
"aa^t",
"cc^t",
"qy^d^c",
"qo^t",
"ng^m",
"qw^h",
"qo^r",
"aa",
"qy^d^t",
"qrr^d",
"br^r",
"fx",
"sd,qy^g",
"ny^e",
"^h^t",
"fc^m",
"qw(^q)",
"co",
"o^t",
"b^m^t",
"qr^d",
"qw^g",
"ad(^q)",
"qy(^q)",
"na^r",
"am^r",
"qr^t",
"ad^c",
"qw^c",
"bh^r",
"h^t",
"ft^m",
"ba^r",
"qw^d^t",
"%",
"t3",
"nn",
"bd",
"h^m",
"h^r",
"sd^r",
"qh^m",
"^q^t",
"sv^2",
"ft",
"ar^m",
"qy^h",
"sd^e^m",
"qh^r",
"cc",
"fp^m",
"ad",
"qo",
"na^m^t",
"fo^c",
"qy",
"sv^e^r",
"aap",
"no",
"aa^2",
"sv(^q)",
"sv^e",
"nd",
"\"",
"bf^2",
"bk",
"fp",
"nn^r^t",
"fa^c",
"ny^t",
"ny^c^r",
"qw",
"qy^t",
"b",
"fo",
"qw^r",
"am",
"bf^t",
"^2^t",
"b^2",
"x",
"fc",
"qr",
"no^t",
"bk^t",
"bd^r",
"bf",
"^2^g",
"qh^c",
"ny^c",
"sd^e^r",
"br",
"fe",
"by",
"^2^r",
"fc^r",
"b^m",
"sd,sv",
"fa^t",
"sv^m",
"qrr",
"^h^r",
"na",
"fp^r",
"o",
"h,sd",
"t1^t",
"nn^r",
"cc^r",
"sv^c",
"co^t",
"qy^r",
"sv^r",
"qy^d^h",
"sd",
"nn^e",
"ny^r",
"b^t",
"ba^m",
"ar",
"bf^r",
"sv",
"bh^m",
"qy^g^t",
"qo^d^c",
"qo^d",
"nd^t",
"aa^r",
"sd^2",
"sv;sd",
"qy^c^r",
"qw^m",
"qy^g^r",
"no^r",
"qh(^q)",
"sd;sv",
"bf(^q)",
"+",
"qy^2",
"qw^d",
"qy^g",
"qh^g",
"nn^t",
"ad^r",
"oo^t",
"co^c",
"ng",
"^q",
"qw^d^c",
"qrr^t",
"^h",
"aap^r",
"bc^r",
"sd^m",
"bk^r",
"qy^g^c",
"qr(^q)",
"ng^t",
"arp",
"h",
"bh",
"sd^c",
"^g",
"o^r",
"qy^c",
"sd^e",
"fw",
"ar^r",
"qy^m",
"bc",
"sv^t",
"aap^m",
"sd;no",
"ng^r",
"bf^g",
"sd^e^t",
"o^c",
"b^r",
"b^m^g",
"ba",
"t1",
"qy^d(^q)",
"nn^m",
"ny",
"ba,fe",
"aa^m",
"qh",
"na^m",
"oo(^q)",
"qw^t",
"na^t",
"qh^h",
"qy^d^m",
"ny^m",
"fa",
"qy^d",
"fc^t",
"sd(^q)",
"qy^d^r",
"bf^m",
"sd(^q)^t",
"ft^t",
"^q^r",
"sd^t",
"sd(^q)^r",
"ad^t"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"damsl_act_tag": {
"num_classes": 43,
"names": [
"ad",
"qo",
"qy",
"arp_nd",
"sd",
"h",
"bh",
"no",
"^2",
"^g",
"ar",
"aa",
"sv",
"bk",
"fp",
"qw",
"b",
"ba",
"t1",
"oo_co_cc",
"+",
"ny",
"qw^d",
"x",
"qh",
"fc",
"fo_o_fw_\"_by_bc",
"aap_am",
"%",
"bf",
"t3",
"nn",
"bd",
"ng",
"^q",
"br",
"qy^d",
"fa",
"^h",
"b^m",
"ft",
"qrr",
"na"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"caller": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"utterance_index": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"subutterance_index": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"pos": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"trees": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ptb_treenumbers": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"talk_day": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"topic_description": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"prompt": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"from_caller": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"from_caller_sex": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"from_caller_education": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"from_caller_birth_year": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"from_caller_dialect_area": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to_caller": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"to_caller_sex": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to_caller_education": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"to_caller_birth_year": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"to_caller_dialect_area": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}