Content Introduction Project Structure Training Framework Data Pipeline Support List Ready to Start 1. Install Kaldi 2. Create Project 3. Clone ASV-Subtools 4. Install Python Requirements 5. Support Multi-GPU Training 6. Extra Installation (Option) Train A Multi-Task Learning Model Based on Kaldi Accelerate X-vector Extractor of Kaldi Add A MMI-GMM Classifier for The Back-End Training Model Recipe [1] Voxceleb Recipe [Speaker Recognition] [2] AP-OLR Challenge 2020 Baseline Recipe [Language Identification] Feedback Acknowledgement github地址： https://github.com/Snowdar/asv-subtools