{ "git_commit": "3cb066a74559958ecd9bbd33964bef5acad0789c", "pipeline_repo": "https://github.com/mcht67/Polyphonic-Bird-Call-Dataset", "parameters": { "random": { "random_seed": 42 }, "dataset": { "source": "DBD-research-group/BirdSet", "subset": "POW", "suffix": "_xc" }, "source_separation": { "model_dir": "resources/bird_mixit_model_checkpoints/output_sources4", "checkpoint": "resources/bird_mixit_model_checkpoints/output_sources4/model.ckpt-3223090", "sampling_rate": 22050, "max_duration_s": 30, "cpu_percentage": 0.8, "gb_per_worker": 4, "batch_size": 20, "batches_per_shard": 20, "truncation_batch_size": 30 }, "analysis": { "sampling_rate": 48000, "cpu_percentage": 0.8, "gb_per_worker": 4, "batch_size": 10, "batches_per_shard": 50 }, "segmentation": { "segment_length_in_s": 5, "detection_confidence_threshold": 0.9, "min_detection_percentage": 0.9, "cpu_percentage": 0.8, "gb_per_worker": 4, "batch_size": 50, "batches_per_shard": 10, "test_split": 0.1, "validation_split": 0.1 }, "balance_dataset": { "enabled": false, "method": "undersample", "max_per_file": 10, "min_samples_per_species": 20 }, "mix": { "polyphony_degrees": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 ], "num_iterations": 5, "max_time_shift_ratio": 0.2, "working_signal_level": -21, "mix_levels": [ 0 ], "normalize_mixtures": true, "reference_peak_value": 0.9, "signal_levels": [ -12, -11, -10, -9, -8, -7, -6, -5, -4, -3, -2, -1, 0 ], "snr_values": [ -20, -19, -18, -17, -16, -15, -14, -13, -12, -11, -10, -9, -8, -7, -6, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 ], "cpu_percentage": 0.8, "gb_per_worker": 2, "batch_size": 100, "batches_per_shard": 20 }, "remix": { "enabled": true, "segmented_data_hf_path": "mcht67/PolyBirdMix", "segmented_data_hf_subset": "POW_segments" } } }