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