Contents
CLI reference
API reference
read_features()
read_features_iterable()
register_format()
write_features()
read_annotations()
write_annotations()
CombinedDataset
CorpusInfo
DataLoadConfig
DataSelector
Dataset
DatasetConfig
MapGroups
RemoveGroups
SubsetInfo
load_datasets_config()
load_multiple()
get_audio_paths()
resample_audio()
resample_rename_clips()
write_filelist()
InstanceProcessor
AudioClipProcessor
FeatureExtractor
standard_class_scoring()
cross_validate()
dataset_cross_validation()
dataset_train_val_test()
get_balanced_class_weights()
get_balanced_sample_weights()
class_ratings_to_probs()
group_transform()
instance_transform()
GroupTransformWrapper
InstanceTransformWrapper
SequenceTransform
SequenceTransformWrapper
ERTKConfig
get_arg_mapping()
ertk-cli
ertk-util
batch_arrays_by_length()
clip_arrays()
flat_to_inst()
frame_array()
frame_arrays()
inst_to_flat()
is_mono_audio()
make_array_array()
pad_arrays()
shuffle_multiple()
transpose_time()
batch_iterable()
filter_kwargs()
itmap()
ordered_intersect()
ordered_subsets()
subsets()
TqdmMultiprocessing
TqdmParallel
PathOrStr
ScoreFunction
Index
This package contains the PyTorch backend for the ERTK.
models
PyTorch implementations of various models.
train
Training configuration for PyTorch models.
dataset
PyTorch dataset utilities.
classification
PyTorch classification utilities.
utils
PyTorch utilities.