TODO.md

EARSHOT TODO

People (for purposes of putative task assignment):

• JM (Jim Magnuson)
• KB (Kevin Brown)
• CB (Christian Broadbeck)
• NM (Nick Monto)
• ALL (Everyone)

Tasks:

(Completed tasks should be routinely purged)

• better use of parameters structures in training/analysis scripts
• fix analysis so it can use all checkpoint files

Under Discussion:

(These items should either be moved into Tasks or deleted)

• more flexibility in input patterns; have the model auto-sniff input/output sizes from a pattern file

Notes

(Space for notes on the code that don't fit neatly into the categories above)

• parameters from the .json file that Pattern_Generator uses:
  • only uses parameters from the 'Pattern' group
• parameters that Feeder uses:
  • 'Result_Path', 'Pattern -> Pattern_Path', 'Pattern' -> Metadata_File'
  • 'Train' -> 'Test_Only_Identifier_List', 'Train' -> 'Exclusion Mode'
  • 'Train' -> 'Batch_Size', 'Train' -> 'Max_Queue', 'Train' -> 'Use_Pattern_Cache'
  • 'Pattern' -> 'Acoustic' -> etc.
• parameters that Modules uses:
  • 'Model' -> 'Prenet' -> etc., 'Model' -> 'Hidden' -> etc.
  • 'Pattern' -> 'Semantic' -> etc.
• parameters that Model uses:
  • 'Pattern' -> etc., 'Model' -> 'Hidden' -> etc.
  • 'Train' -> 'Loss', 'Model' -> 'Prenet' -> etc.
  • 'Train' -> 'Learning_Rate' -> etc., 'Train' -> 'ADAM' -> etc.
  • 'Train' -> 'SGD' -> etc., 'Train' -> 'Checkpoint_Save_Timing'
  • 'Train' -> 'Test_Timing', 'Train' -> 'Batch_Size'
  • 'Train' -> 'Max_Epoch_without_Exclusion'