| - protocol=X.SpeakerDiarization.Custom | |
| - task=Segmentation | |
| - task.batch_size=32 | |
| - task.num_workers=10 | |
| - task.duration=5. | |
| - task.warm_up=0. | |
| - task.loss=bce | |
| - task.vad_loss=bce | |
| - patience=20 | |
| - model=PyanNet | |
| - +model.sincnet.stride=10 | |
| - +model.lstm.num_layers=4 | |
| - +model.lstm.monolithic=True | |
| - +model.lstm.dropout=0.5 | |
| - +model.linear.num_layers=2 | |
| - optimizer=Adam | |
| - optimizer.lr=0.001 | |
| - trainer.benchmark=True | |
| - trainer.gradient_clip_val=0.5 | |
| - trainer.gpus=-1 | |
| - trainer.accelerator=ddp | |
| - +augmentation=background | |