Newest Changes - From 21 June to 5 July

[juanmc2005]

Changelog

General

• Added file logs and improved logging
• Added experiment IDs. Logs for an experiment are stored in a separate folder
• Training information plots are created automatically based on logs as soon as the training is finished or cancelled
• Removed main.py script. Each task is trained using its own script
• Script arguments are dumped to a configuration file inside the experiment folder
• New script parameters
• General refactoring

  STS

• Triplet loss for SemEval
• Bugfix: SemEval augmented pairs considered positive and negative at the same time
• t-SNE sentence embedding visualization improved using nearest neighbors

  Speaker Verification

• Speaker distance historgram plots
• Training accuracy calculation as a plugin
• Added additional test evaluation in speaker verification for debugging purposes
• Support for VoxCeleb2 (although no development partition available)
• t-SNE visualization for speaker embeddings