Audio Captioning datasets for PyTorch.
MIT License
AudioCaps.DOWNLOAD_AUDIO
class variable for compatibility with audiocaps-download 1.0.Published by Labbeti about 1 year ago
dcase_t2a_audio
and dcase_t2a_captions
from the DCASE Challenge task 6b, in Clotho dataset.train_v2
for AudioCaps dataset.test
subset to dcase_aac_test
, analysis
subset to dcase_aac_analysis
from the DCASE Challenge task 6a, in Clotho dataset.get_install_info
now returns package_path
.Published by Labbeti over 1 year ago
VERIFY_FILES
for Clotho and MACS datasets to validate checksums.CITATION
global constant for each dataset.at
and getitem
now use correct typing when passing an integer, list, slice or None values.getitem
method when argument is not an integer.torchaudio>=2.0
.Published by Labbeti over 1 year ago
AudioCaps.load_class_labels_indices
to load AudioSet classes map externally.Published by Labbeti almost 2 years ago
Published by Labbeti about 2 years ago
column_names
, info
and shape
properties in datasets.is_loaded
and set_transform
methods in datasets.getitem
in datasets.aac-datasets-check
, aac-datasets-download
and aac-datasets-info
.os.listdir
.check_directory
now returns the length of each dataset found in directory.get_field
methods in datasets by at
and add support for Iterable of keys and None key.at
arguments order and names.BasicCollate
into 2 classes: BasicCollate
without padding and AdvancedCollate
with padding options.item_transform
to transform
in datasets.load_tags
to with_tags
in AudioCaps
.with_tags
is False.Published by Labbeti about 2 years ago
examples/dataloader.ipynb
notebook.aac_datasets.check.check_directory
now returns only the list of subsets loaded.torchaudio.datasets.utils.download_url
by torch.hub.download_url_to_file
to keep compatibility with future torchaudio version v0.12.get_raw
methods in datasets by get_field
and add support for slicing and multi-indexing.get
in datasets.Published by Labbeti over 2 years ago
Published by Labbeti over 2 years ago