musicality

API reference for the musicality tempo-estimation library.

• Training & inference workflows
  • Training
  • Inference
  • Postprocessing tools
  • Comparing runs
  • API reference
• Configuration
  • Which config drives what
  • Beat-phase training (configs/train_phase_beat.yaml)
  • Beat-only training (configs/train_beat_only.yaml)
  • Tempo training (configs/train_tempo.yaml)
  • Model backbones (configs/model/)
  • Evaluation (configs/eval_beat.yaml)
  • Dataset download (configs/download.yaml)
• Augmentations
  • augmentations
• Losses
  • tempo_regression
  • tempo_classification
  • beat_only
  • beat_phase
  • beat_position
  • phase_conditioning
  • pos_weight
  • shift_tolerance
• Metrics
  • f_measure
  • continuity
  • confusion
  • position_accuracy
  • frame_accuracy
  • tempo_acc1
• Postprocessing
  • postprocess
• Loaders
  • tempo_dataset
  • beat_dataset
• Models
  • tcn
  • tempo_net
  • huggingface
  • torch_audio
• Trainers
  • tempo_module
  • beat_phase_module
  • train
  • train_beat_phase
• Callbacks
  • error_plot
  • event_metrics
  • metrics_logger
• Data formats & splits
  • Data format
  • Splits
  • Merging datasets
  • Telling training which split to use: data.input
  • API reference