Skip to content

jiay7/THE-2020-PERSONALIZED-VOICE-TRIGGER-CHALLENGE-BASELINE-SYSTEM-1

 
 

Repository files navigation

THE 2020 PERSONALIZED VOICE TRIGGER CHALLENGE BASELINE SYSTEM

This is the baseline system for PVTC2020 which is a satellite event of ISCSLP2021(https://www.iscslp2021.org), for more information about the challenge and dataset you can visit the website https://www.pvtc2020.org.

Our baseline method consists of a wake-up system and a speaker verification system. As shown in the figure below, we designed a two-pass approach to respond whenever the target speaker says the wake-up word. When the wake-up word detection system triggers, the speaker verification system starts to decide whether the audio segment that triggered the wake-up word detector is indeed spoken by the enrolled target speaker.

image

Pleaes refer to KWS_README.md and SV_README.md for more details . In this challenge, we provide a leaderboard, ranked by the metric 1. As for the 2 metric, the lower the better. The 3 is provided as our challenge metric and it is calculated from the miss rate and the false alarm (FA) rate in the following form:

4

Results are shown in S_kws_task1.jpg and S_kws_task2.jpg. We choose the final score under alpha is equal to nineteen as model's performance criterion. (4=0.05, 4)

Model Task1 Task2
Baseline 0.1981 0.3334

The run.sh is the current recommended recipe.

Contact us: [email protected]

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Shell 51.0%
  • Python 38.6%
  • Perl 10.1%
  • Jupyter Notebook 0.3%