mirror of
https://github.com/macaodha/batdetect2.git
synced 2025-06-29 22:51:58 +02:00
379 lines
12 KiB
Python
379 lines
12 KiB
Python
"""
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Run scripts/extract_anns.py to generate these json files.
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"""
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def get_train_test_data(ann_dir, wav_dir, split_name, load_extra=True):
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if split_name == "diff":
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train_sets, test_sets = split_diff(ann_dir, wav_dir, load_extra)
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elif split_name == "same":
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train_sets, test_sets = split_same(ann_dir, wav_dir, load_extra)
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else:
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print("Split not defined")
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assert False
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return train_sets, test_sets
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def split_diff(ann_dir, wav_dir, load_extra=True):
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train_sets = []
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if load_extra:
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train_sets.append(
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{
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"dataset_name": "BatDetective",
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"is_test": False,
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"is_binary": True, # just a bat / not bat dataset ie no classes
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"ann_path": ann_dir
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+ "train_set_bulgaria_batdetective_with_bbs.json",
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"wav_path": wav_dir + "bat_detective/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_logger_qeop_empty",
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"is_test": False,
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"is_binary": True,
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"ann_path": ann_dir + "bat_logger_qeop_empty.json",
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"wav_path": wav_dir + "bat_logger_qeop_empty/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_logger_2016_empty",
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"is_test": False,
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"is_binary": True,
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"ann_path": ann_dir + "train_set_bat_logger_2016_empty.json",
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"wav_path": wav_dir + "bat_logger_2016/audio/",
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}
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)
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# train_sets.append({'dataset_name': 'brazil_data_binary',
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# 'is_test': False,
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# 'ann_path': ann_dir + 'brazil_data_binary.json',
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# 'wav_path': wav_dir + 'brazil_data/audio/'})
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train_sets.append(
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{
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"dataset_name": "echobank",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "Echobank_train_expert.json",
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"wav_path": wav_dir + "echobank/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "sn_scot_nor",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "sn_scot_nor_0.5_expert.json",
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"wav_path": wav_dir + "sn_scot_nor/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "BCT_1_sec",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "BCT_1_sec_train_expert.json",
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"wav_path": wav_dir + "BCT_1_sec/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bcireland",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "bcireland_expert.json",
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"wav_path": wav_dir + "bcireland/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "rhinolophus_steve_BCT",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "rhinolophus_steve_BCT_expert.json",
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"wav_path": wav_dir + "rhinolophus_steve_BCT/audio/",
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}
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)
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test_sets = []
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2018",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2018_1_sec_train_expert.json",
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"wav_path": wav_dir + "bat_data_martyn_2018/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2018_test",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2018_1_sec_test_expert.json",
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"wav_path": wav_dir + "bat_data_martyn_2018_test/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2019",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2019_1_sec_train_expert.json",
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"wav_path": wav_dir + "bat_data_martyn_2019/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2019_test",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2019_1_sec_test_expert.json",
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"wav_path": wav_dir + "bat_data_martyn_2019_test/audio/",
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}
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)
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return train_sets, test_sets
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def split_same(ann_dir, wav_dir, load_extra=True):
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train_sets = []
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if load_extra:
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train_sets.append(
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{
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"dataset_name": "BatDetective",
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"is_test": False,
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"is_binary": True,
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"ann_path": ann_dir
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+ "train_set_bulgaria_batdetective_with_bbs.json",
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"wav_path": wav_dir + "bat_detective/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_logger_qeop_empty",
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"is_test": False,
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"is_binary": True,
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"ann_path": ann_dir + "bat_logger_qeop_empty.json",
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"wav_path": wav_dir + "bat_logger_qeop_empty/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_logger_2016_empty",
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"is_test": False,
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"is_binary": True,
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"ann_path": ann_dir + "train_set_bat_logger_2016_empty.json",
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"wav_path": wav_dir + "bat_logger_2016/audio/",
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}
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)
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# train_sets.append({'dataset_name': 'brazil_data_binary',
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# 'is_test': False,
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# 'ann_path': ann_dir + 'brazil_data_binary.json',
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# 'wav_path': wav_dir + 'brazil_data/audio/'})
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train_sets.append(
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{
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"dataset_name": "echobank",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "Echobank_train_expert_TRAIN.json",
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"wav_path": wav_dir + "echobank/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "sn_scot_nor",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "sn_scot_nor_0.5_expert_TRAIN.json",
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"wav_path": wav_dir + "sn_scot_nor/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "BCT_1_sec",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "BCT_1_sec_train_expert_TRAIN.json",
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"wav_path": wav_dir + "BCT_1_sec/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bcireland",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "bcireland_expert_TRAIN.json",
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"wav_path": wav_dir + "bcireland/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "rhinolophus_steve_BCT",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir + "rhinolophus_steve_BCT_expert_TRAIN.json",
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"wav_path": wav_dir + "rhinolophus_steve_BCT/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_data_martyn_2018",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2018_1_sec_train_expert_TRAIN.json",
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"wav_path": wav_dir + "bat_data_martyn_2018/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_data_martyn_2018_test",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2018_1_sec_test_expert_TRAIN.json",
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"wav_path": wav_dir + "bat_data_martyn_2018_test/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_data_martyn_2019",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2019_1_sec_train_expert_TRAIN.json",
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"wav_path": wav_dir + "bat_data_martyn_2019/audio/",
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}
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)
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train_sets.append(
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{
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"dataset_name": "bat_data_martyn_2019_test",
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"is_test": False,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2019_1_sec_test_expert_TRAIN.json",
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"wav_path": wav_dir + "bat_data_martyn_2019_test/audio/",
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}
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)
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# train_sets.append({'dataset_name': 'bat_data_martyn_2021_train',
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# 'is_test': False,
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# 'is_binary': False,
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# 'ann_path': ann_dir + 'bat_data_martyn_2021_TRAIN.json',
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# 'wav_path': wav_dir + 'bat_data_martyn_2021/audio/'})
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# train_sets.append({'dataset_name': 'volunteers_2021_train',
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# 'is_test': False,
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# 'is_binary': False,
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# 'ann_path': ann_dir + 'volunteers_2021_TRAIN.json',
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# 'wav_path': wav_dir + 'volunteers_2021/audio/'})
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test_sets = []
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test_sets.append(
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{
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"dataset_name": "echobank",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir + "Echobank_train_expert_TEST.json",
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"wav_path": wav_dir + "echobank/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "sn_scot_nor",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir + "sn_scot_nor_0.5_expert_TEST.json",
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"wav_path": wav_dir + "sn_scot_nor/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "BCT_1_sec",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir + "BCT_1_sec_train_expert_TEST.json",
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"wav_path": wav_dir + "BCT_1_sec/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bcireland",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir + "bcireland_expert_TEST.json",
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"wav_path": wav_dir + "bcireland/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "rhinolophus_steve_BCT",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir + "rhinolophus_steve_BCT_expert_TEST.json",
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"wav_path": wav_dir + "rhinolophus_steve_BCT/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2018",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2018_1_sec_train_expert_TEST.json",
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"wav_path": wav_dir + "bat_data_martyn_2018/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2018_test",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2018_1_sec_test_expert_TEST.json",
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"wav_path": wav_dir + "bat_data_martyn_2018_test/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2019",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2019_1_sec_train_expert_TEST.json",
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"wav_path": wav_dir + "bat_data_martyn_2019/audio/",
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}
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)
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test_sets.append(
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{
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"dataset_name": "bat_data_martyn_2019_test",
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"is_test": True,
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"is_binary": False,
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"ann_path": ann_dir
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+ "BritishBatCalls_MartynCooke_2019_1_sec_test_expert_TEST.json",
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"wav_path": wav_dir + "bat_data_martyn_2019_test/audio/",
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}
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)
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# test_sets.append({'dataset_name': 'bat_data_martyn_2021_test',
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# 'is_test': True,
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# 'is_binary': False,
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# 'ann_path': ann_dir + 'bat_data_martyn_2021_TEST.json',
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# 'wav_path': wav_dir + 'bat_data_martyn_2021/audio/'})
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# test_sets.append({'dataset_name': 'volunteers_2021_test',
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# 'is_test': True,
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# 'is_binary': False,
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# 'ann_path': ann_dir + 'volunteers_2021_TEST.json',
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# 'wav_path': wav_dir + 'volunteers_2021/audio/'})
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return train_sets, test_sets
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