Leaderboard¶

These pages present the performance of a set of biometric pipelines on various datasets.

Pipelines description¶

Each pipeline configuration is available in the bob/bio/spear/config/pipeline folder. Some pipelines configurations are tuned for a specific dataset (e.g. gmm-default has its number_of_gaussians parameter adapted to VoxForge).

GMM:: Consists of a training step to train the GMM UBM, and two biometric experiments (dev and eval).
ISV:: Consists of a training step to train the GMM UBM and the ISV, and two biometric experiments (dev and eval).
Speechbrain ECAPA-TDNN trained on VoxCeleb:: Does only the two biometric experiments (as we use a pretrained model).

Metrics generation (score analysis)¶

In the following pages, the metrics tables are generated using the command:

bob bio metrics -e ./results/scores-{dev,eval}.csv