Skip to main content

Speaker verification protocol on a subset of the VoxForge database

Project description

Voxforge offers a collection transcribed speech for use with Free and Open Source Speech Recognition Engines. In this package, we design a speaker recognition protocol that uses a small subset of the english audio files (only 6561 files) belonging to 30 speakers randomly selected. This subset is split into three equivalent parts: Training (10 speakers), Development (10 speakers) and Test (10 speakers) sets.

This package serves as a toy example of speaker recognition database while testing xbob.spkrec.

The xbob.spkrec is developed at Idiap during its participation to the NIST SRE 2012 evaluation. If you use this package and/or its results, please cite the following publications:

  1. The original paper presented at the NIST SRE 2012 workshop:

     @inproceedings{Khoury_NISTSRE_2012,
       author = {Khoury, Elie and El Shafey, Laurent and Marcel, S{\'{e}}bastien},
       month = {dec},
       title = {The Idiap Speaker Recognition Evaluation System at NIST SRE 2012},
       booktitle = {NIST Speaker Recognition Conference},
       year = {2012},
       location = {Orlando, USA},
       organization = {NIST},
       pdf = {http://publications.idiap.ch/downloads/papers/2012/Khoury_NISTSRE_2012.pdf}
    }
  2. Bob as the core framework used to run the experiments:

    @inproceedings{Anjos_ACMMM_2012,
      author = {A. Anjos and L. El Shafey and R. Wallace and M. G\"unther and C. McCool and S. Marcel},
      title = {Bob: a free signal processing and machine learning toolbox for researchers},
      year = {2012},
      month = oct,
      booktitle = {20th ACM Conference on Multimedia Systems (ACMMM), Nara, Japan},
      publisher = {ACM Press},
      url = {http://publications.idiap.ch/downloads/papers/2012/Anjos_Bob_ACMMM12.pdf},
    }

Installation

Just download this package and decompress it locally:

$ wget http://pypi.python.org/packages/source/x/xbob.db.voxforge/xbob.db.voxforge-0.0.1a2.zip
$ unzip xbob.db.voxforge-0.0.1a2.zip
$ cd xbob.db.voxforge-0.0.1a2

Use buildout to bootstrap and have a working environment ready for experiments:

$ python bootstrap
$ ./bin/buildout

This also requires that bob (>= 1.2.0) is installed.

Getting the data

The data can be downloaded from its original URL (on Voxforge) and extracted by running download_and_untar.sh that takes as input the path in which the data will be stored:

$ ./download_and_untar.sh PATH/TO/WAV/DIRECTORY

In case you need a help, please contact us.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

xbob.db.voxforge-0.0.1a0.zip (72.9 kB view details)

Uploaded Source

File details

Details for the file xbob.db.voxforge-0.0.1a0.zip.

File metadata

File hashes

Hashes for xbob.db.voxforge-0.0.1a0.zip
Algorithm Hash digest
SHA256 dbf6c5a2e698fd5f6bfc948e017eeab8e963ca6f15c9b43f6257a2b064a5fde5
MD5 6c5b91182f783f8ec88313fb3680f5ce
BLAKE2b-256 813d83f0d2dca640f7c047492f05eaf193a6757822a25cb0e50f83e1b43e465e

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page