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ASVspoof Database Access API for Bob

Project description

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ASVspoof Database Interface for Bob

This package contains a Bob-based access API for the ASVspoof Database. The database has been used in the first Automatic Speaker Verification Spoofing and Countermeasures Challenge (ASVspoof 2015). Genuine speech is collected from 106 speakers (45 male, 61 female) and with no significant channel or background noise effects. Spoofed speech is generated from the genuine data using a number of different spoofing algorithms. The full dataset is partitioned into three subsets, the first for training, the second for development, and the third for evaluation. More details can be found in the evaluation plan in the summary paper:

@inproceedings{WuASVspoof2015,
  title={{ASVspoof} 2015: the First Automatic Speaker Verification Spoofing and Countermeasures Challenge},
  author={Wu, Zhizheng and Kinnunen, Tomi and Evans, Nicholas and Yamagishi, Junichi and
        Hanil{\c{c}}i, Cemal and Sahidullah, Md and Sizov, Aleksandr},
  booktitle={INTERSPEECH},
  month=sep,
  address={Dresden, Germany},
  year={2015},
  pages={2037-2041}
}

This package contains the Bob-compliant interface implementation with methods to use the database directly from Python with our certified protocols. If you use this package, please cite the following paper:

@inproceedings{KorshunovInterspeech2016,
    author = {P. Korshunov AND S. Marcel},
    title = {Cross-database evaluation of audio-based spoofing detection systems},
    year = {2016},
    month = sep,
    booktitle = {Interspeech},
    address = {San Francisco, CA, USA},
}

Installation

To install this package – alone or together with other Packages of Bob – please read the Installation Instructions. For Bob to be able to work properly, some dependent packages are required to be installed. Please make sure that you have read the Dependencies for your operating system.

Getting the data

The data can be downloaded from its original ASVspoof URL.

Documentation

For further documentation on this package, please read the Stable Version or the Latest Version of the documentation. For a list of tutorials on this or the other packages ob Bob, or information on submitting issues, asking questions and starting discussions, please visit its website.

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bob.db.asvspoof-1.0.0.zip (2.8 MB view hashes)

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