Index

A

ALL_FIELDS (in module ava.data.data_container) audio_dirs (ava.data.data_container.DataContainer attribute) ava (module) ava.data (module) ava.data.data_container (module) ava.models (module) ava.models.vae (module) ava.models.vae_dataset (module) ava.models.window_vae_dataset (module) ava.plotting (module) ava.plotting.grid_plot (module)

ava.plotting.latent_projection (module) ava.plotting.mmd_plots (module) ava.plotting.tooltip_plot (module) ava.preprocessing (module) ava.preprocessing.preprocess (module) ava.preprocessing.utils (module) ava.segmenting (module) ava.segmenting.amplitude_segmentation (module) ava.segmenting.refine_segments (module) ava.segmenting.segment (module) ava.segmenting.template_segmentation (module) ava.segmenting.utils (module)

C

clean_collected_data() (in module ava.segmenting.template_segmentation) clean_collected_segments() (in module ava.segmenting.template_segmentation)

clean_segments_by_hand() (in module ava.segmenting.utils) clear_projections() (ava.data.data_container.DataContainer method) copy_segments_to_standard_format() (in module ava.segmenting.utils)

D

DataContainer (class in ava.data.data_container) decode() (ava.models.vae.VAE method)

DEFAULT_WARP_PARAMS (in module ava.models.window_vae_dataset) device_name (ava.models.vae.VAE attribute)

E

encode() (ava.models.vae.VAE method)

estimate_median_sigma() (in module ava.plotting.mmd_plots)

F

feature_dirs (ava.data.data_container.DataContainer attribute)

FixedWindowDataset (class in ava.models.window_vae_dataset) forward() (ava.models.vae.VAE method)

G

get_audio_filenames() (in module ava.preprocessing.preprocess) get_audio_seg_filenames() (in module ava.preprocessing.preprocess) (in module ava.segmenting.segment) (in module ava.segmenting.utils) get_fixed_window_data_loaders() (in module ava.models.window_vae_dataset) get_latent() (ava.models.vae.VAE method) get_onsets_offsets() (in module ava.segmenting.amplitude_segmentation) get_spec() (in module ava.preprocessing.utils) (in module ava.segmenting.utils)

get_specific_item() (ava.models.window_vae_dataset.WarpedWindowDataset method) get_syll_specs() (in module ava.preprocessing.preprocess) get_syllable_data_loaders() (in module ava.models.vae_dataset) get_syllable_partition() (in module ava.models.vae_dataset) get_template() (in module ava.segmenting.template_segmentation) get_warped_window_data_loaders() (in module ava.models.window_vae_dataset) get_whole_warped_spectrogram() (ava.models.window_vae_dataset.WarpedWindowDataset method) get_window_partition() (in module ava.models.window_vae_dataset) grid_plot() (in module ava.plotting.grid_plot)

I

indexed_grid_plot_DC() (in module ava.plotting.grid_plot)

is_audio_file() (in module ava.preprocessing.preprocess)

L

latent_projection_plot_DC() (in module ava.plotting.latent_projection) latent_projection_plot_with_noise_DC() (in module ava.plotting.latent_projection)

load_state() (ava.models.vae.VAE method) lr (ava.models.vae.VAE attribute)

M

merge_segments() (in module ava.segmenting.utils) mmd_matrix_plot() (in module ava.plotting.mmd_plots) mmd_matrix_plot_DC() (in module ava.plotting.mmd_plots)

mmd_tsne_plot_DC() (in module ava.plotting.mmd_plots) model_filename (ava.data.data_container.DataContainer attribute) model_precision (ava.models.vae.VAE attribute)

P

plots_dir (ava.data.data_container.DataContainer attribute) process_sylls() (in module ava.preprocessing.preprocess)

projection_dirs (ava.data.data_container.DataContainer attribute) projection_plot() (in module ava.plotting.latent_projection)

R

read_onsets_offsets_from_file() (in module ava.preprocessing.preprocess) read_segment_decisions() (in module ava.segmenting.template_segmentation)

refine_segments_post_vae() (in module ava.segmenting.refine_segments) refine_segments_pre_vae() (in module ava.segmenting.refine_segments) request() (ava.data.data_container.DataContainer method), [1]

S

save_dir (ava.models.vae.VAE attribute) save_image() (in module ava.plotting.tooltip_plot) save_state() (ava.models.vae.VAE method) segment() (in module ava.segmenting.segment) segment_dirs (ava.data.data_container.DataContainer attribute)

segment_files() (in module ava.segmenting.template_segmentation) segment_sylls_from_songs() (in module ava.segmenting.template_segmentation) segment_sylls_from_warped_songs() (in module ava.segmenting.template_segmentation) softmax() (in module ava.segmenting.utils) spec_dirs (ava.data.data_container.DataContainer attribute) SyllableDataset (class in ava.models.vae_dataset)

T

template_dir (ava.data.data_container.DataContainer attribute) test_epoch() (ava.models.vae.VAE method) tooltip_plot() (in module ava.plotting.tooltip_plot) tooltip_plot_DC() (in module ava.plotting.tooltip_plot)

train_epoch() (ava.models.vae.VAE method) train_loop() (ava.models.vae.VAE method) tune_segmenting_params() (in module ava.segmenting.segment) tune_syll_preprocessing_params() (in module ava.preprocessing.preprocess) tune_window_preprocessing_params() (in module ava.preprocessing.preprocess)

V

VAE (class in ava.models.vae)

visualize() (ava.models.vae.VAE method)

W

WarpedWindowDataset (class in ava.models.window_vae_dataset) write_hdf5_files() (ava.models.window_vae_dataset.FixedWindowDataset method) (ava.models.window_vae_dataset.WarpedWindowDataset method)

write_images() (in module ava.plotting.tooltip_plot) write_segments_to_audio() (in module ava.segmenting.utils)

X

X_DIM (in module ava.models.vae)

X_SHAPE (in module ava.models.vae)

Z

z_dim (ava.models.vae.VAE attribute)