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Polifonia Textual Corpus

This repository contains the script to access, parse, annotate and interrogate the data and metadata of the Polifonia Textual Corpus.

The high level structure of the repository is the following:

Polifonia-Corpus
│   README.md
│   wikipedia_corpus_parser.py
|   wikipedia_corpus_reader.py    
│
└───annotations
│   │   README.md
│   │
│   └───db
│       │   Wikipedia_EN.db
│       │   Periodicals_EN.db
│       │   Books_EN.db
|       |   ........
|       |   "Module"_"Lang".db
│   
└───interrogation
|   │   README.md
|   │   interrogate.py
|   |
|   |___data
|       |   lex_ent_map.pkl
|       |   pages.pkl
|
|___utils
    |   db_utils.py

The root folder contains the script to access and parse the Polifonia Corpus data and metadata that are linked in this README.md file.

The annotations folder contains a README.md file in which it is explained how the corpus was annotated. A “db” subfolder of the “annotations” folder is set up to store the databases with the annotations of the corpus that will be used for the interrogations of the corpus. The databases will be downloaded automatically the first time each module will be queried. The links for the download are listed in the “urls.csv” file.

The interrogation folder contains a README.md file that explain how to interrogate the corpus. It contains a “data” subfolder used to link mentions, named entities and Wikipedia page titles.

The corpus

The corpus is dived into four modules:

  • the Wikipedia module
  • the Books module
  • the Periodicals module
  • the Polifonia Pilots module

Each module (except the Pilot module) contains documents in six languages: Dutch (NL), English (EN), French (FR), German (DE),Italian (IT) and Spanish (ES).

The Wikipedia module

It was created selecting from BabelNet domains all the Wikipedia musical pages.

Metadata

The metadata of the module can be downloaded from:

lang url
DE DOI
EN DOI
ES DOI
FR DOI
IT DOI
NL DOI

Data

The data of the module can be downloaded from:

lang url
DE DOI
EN DOI
ES DOI
FR DOI
IT DOI
NL DOI

Statistics

Some statistics of the module are provided below:

lang #documents #sentences #tokens #types #links entities
DE 53.986 1.459.265 44.523.547 9.732.779 12.561.177 2.197.438
EN 250.413 7.362.272 198.257.649 1.191.901 54.059.979 25.786.043
ES 57.891 1.247.583 36.229.557 537.465 7.171.759 2.996.185
FR 65.970 2.901.295 82.979.944 653.489 19.208.818 6.212.997
IT 77.986 1.548.981 47.497.487 491.500 14.519.636 2.649.949
NL 36.609 1.246.881 23.539.528 479.962 4.716.170 2.453.332

The Books module

It was created using the Polifonia Textual Corpus Population module that allows to access different digital libraries (such as BNF and BNE) and to select from them documents related to music. The PTCPM allows also to perform optical character recognition (OCR) on images and PDF files.

Metadata

The metadata of the module can be downloaded from:

lang url
DE DOI
EN DOI
ES DOI
FR DOI
IT DOI
NL DOI

Data

The data of the module cannot be downloaded due to copyright issue. However, it is possible to reconstruct the corpus using the metadata provided in the previous section. Furthermore, the data processed and annotated can be accessed interrogating the corpus (how to interrogate the corpus is explained in a README.md file inside the interrogation folder of this repository).

Statistics

Some statistics of the module are provided below:

lang #documents #sentences #types #tokens
DE 237 38.633 121.530 489.225
EN 360 49.595 185.280 940.232
ES 41.093 731.606 1.852.430 20.180.197
FR 265 633.173 1.305.283 14.354.611
IT 12200 202.730 405.099 2.571.090
NL 83 116.593 539.102 1.779.824

The Periodicals module

It was created with the help of musicologists that provided the titles of different influencial music periodicals.

Metadata

The metadata of the module can be downloaded from:

lang url
DE DOI
EN DOI
ES DOI
FR DOI
IT DOI
NL DOI

Data

The data of the module cannot be downloaded due to copyright issue. However, it is possible to reconstruct the corpus using the metadata provided in the previous section. Furthermore, the data processed and annotated can be accessed interrogating the corpus (how to interrogate the corpus is explained in a README.md file inside the interrogation folder of this repository).

Statistics

Some statistics of the module are provided below:

lang #documents #sentences #types #tokens
DE 705 121.113 544.376 2.405.289
EN 2.868 4.400.015 7.342.527 76.180.398
ES 455 87.025 677.041 3.170.480
FR 349 329.166 696.427 5.111.915
IT 1.251 433.465 992.902 7.879.459
NL 125 187.350 716.506 3.880.499

The Polifonia Pilots module

It was created collecting the textual material selected by five Polifonia Pilots:

  • BELLS
  • CHILD
  • MEETUPS
  • MUSICBO
  • ORGANS

Metadata

The metadata of the module can be downloaded from:

Pilot url
BELLS DOI
CHILD DOI
MEETUPS DOI
MUSICBO DOI
ORGANS DOI

Data

The data of the Pilots Module of the Polifonia textual Corpus collected for Bells, MusicBo and Organs pilots cannot be published in their integral form because they are subject to heterogeneous license restrictions. The respective set of published metadata (see table above) allows for the reproduction of the whole corpora. Texts collected for Child and Meetups Pilots are royalty-free, therefore we report links to retrieve them from their corresponding GitHub repositories:

Pilot url
CHILD https://github.com/polifonia-project/documentary-evidence-benchmark/tree/main/corpus
MEETUPS https://github.com/polifonia-project/meetups_pilot/tree/main/cleanText

However, it is possible to reconstruct the corpus using the metadata provided in the previous section. Furthermore, the data processed and annotated can be accessed interrogating the corpus (how to interrogate the corpus is explained in a README.md file inside the interrogation folder of this repository).

Statistics

Some statistics of the module are provided below:

pilot #documents #sentences #types #tokens
BELLS 59 18.481 128.061 434.439
CHILD 30 157.815 361.550 3.442.840
MEETUPS 19.476 822.861 1.631.371 21.536.135
MUSICBO 46 51.781 289.247 1.412.456
ORGANS 1.660 25.647 45.298 368.439