Index

_

__call__() (tts_data_tools.data_sources._DataSource method) __weakref__ (tts_data_tools.data_sources._DataSource attribute) _DataLoaderWrapper (class in morgana.data) _DataSource (class in tts_data_tools.data_sources)

_FeatureNormaliser (class in morgana.data) _loss() (morgana.base_models.BaseModel method) (morgana.base_models.BaseVAE method) _lr_schedule (morgana.experiment_builder.ExperimentBuilder attribute) _update_param() (morgana.utils.ExponentialMovingAverage method)

A

accumulate() (morgana.metrics.Handler method) (morgana.metrics.Mean method) (morgana.metrics.StatefulMetric method) add_args() (morgana.experiment_builder.ExperimentBuilder class method) add_collection() (morgana.metrics.Handler method) add_metrics() (morgana.metrics.Handler method)

analysis_for_test_batch() (morgana.base_models.BaseModel method) analysis_for_test_epoch() (morgana.base_models.BaseModel method) analysis_for_train_batch() (morgana.base_models.BaseModel method) analysis_for_train_epoch() (morgana.base_models.BaseModel method) analysis_for_valid_batch() (morgana.base_models.BaseModel method) analysis_for_valid_epoch() (morgana.base_models.BaseModel method) ASCIISource (class in tts_data_tools.data_sources)

B

BaseModel (class in morgana.base_models) BaseSPSS (class in morgana.base_models) BaseVAE (class in morgana.base_models)

batch() (in module morgana.data) both_voiced_mask() (in module morgana.utils) build_model() (morgana.experiment_builder.ExperimentBuilder method)

C

collate_fn() (morgana.data.FilesDataset static method) collections (morgana.metrics.Handler attribute) count (morgana.metrics.F0Distortion attribute) (morgana.metrics.LF0Distortion attribute) (morgana.metrics.Mean attribute) (morgana.metrics.RMSE attribute)

create_logger() (in module morgana._logging) create_normaliser() (morgana.data.Normalisers method)

D

decode() (morgana.base_models.BaseVAE method) denormalise() (morgana.data._FeatureNormaliser method)

detach_batched_seqs() (in module morgana.utils) device (morgana.experiment_builder.ExperimentBuilder attribute)

E

ema (morgana.experiment_builder.ExperimentBuilder attribute) encode() (morgana.base_models.BaseVAE method) epoch (morgana.experiment_builder.ExperimentBuilder attribute)

experiment_dir (morgana.experiment_builder.ExperimentBuilder attribute) ExperimentBuilder (class in morgana.experiment_builder) ExponentialMovingAverage (class in morgana.utils)

F

F0Distortion (class in morgana.metrics) fetch_params() (morgana.data._FeatureNormaliser method) file_ids (morgana.data.FilesDataset attribute) file_path() (tts_data_tools.data_sources._DataSource method)

FilesDataset (class in morgana.data) format_float_tensor() (in module morgana.utils) forward() (morgana.base_models.BaseModel method) (morgana.base_models.BaseSPSS method) (morgana.base_models.BaseVAE method)

G

get_epoch_from_checkpoint_path() (in module morgana.utils)

get_experiment_args() (morgana.experiment_builder.ExperimentBuilder class method)

H

Handler (class in morgana.metrics) History (class in morgana.metrics)

history (morgana.metrics.History attribute) (morgana.metrics.TensorHistory attribute)

I

infer_device() (in module morgana.utils)

K

KL_divergence() (morgana.base_models.BaseVAE method)

KLD_standard_normal() (in module morgana.losses)

L

LF0Distortion (class in morgana.metrics) listify() (in module morgana.utils) load_data() (morgana.experiment_builder.ExperimentBuilder method) load_experiment_results() (in module morgana.viz.plotting) load_file() (tts_data_tools.data_sources._DataSource method) (tts_data_tools.data_sources.ASCIISource method) (tts_data_tools.data_sources.NumpyBinarySource method) (tts_data_tools.data_sources.StringSource method) (tts_data_tools.data_sources.TextSource method) (tts_data_tools.data_sources.WavSource method)

load_parameters() (morgana.base_models.BaseModel method) load_params() (morgana.data._FeatureNormaliser static method) log_initial_setup() (morgana.experiment_builder.ExperimentBuilder method) logger (morgana.experiment_builder.ExperimentBuilder attribute) loss() (morgana.base_models.BaseModel method) loss_fn() (morgana.base_models.BaseModel method) (morgana.base_models.BaseSPSS method)

M

map_nested() (in module morgana.utils) Mean (class in morgana.metrics) MeanVaraianceNormaliser (class in morgana.data) metrics (morgana.base_models.BaseModel attribute)

MinMaxNormaliser (class in morgana.data) MLPG() (in module morgana.viz.synthesis) mode (morgana.base_models.BaseModel attribute) model (morgana.experiment_builder.ExperimentBuilder attribute) morgana (module)

N

normalise() (morgana.data._FeatureNormaliser method) Normalisers (class in morgana.data)

normalisers (morgana.base_models.BaseModel attribute) (morgana.data.FilesDataset attribute) NumpyBinarySource (class in tts_data_tools.data_sources)

P

plot_experiment() (in module morgana.viz.plotting) plot_experiment_set() (in module morgana.viz.plotting) predict() (morgana.base_models.BaseModel method) (morgana.base_models.BaseVAE method)

Print (class in morgana.metrics) print() (morgana._logging.ProgressBar method) ProgressBar (class in morgana._logging)

R

RecurrentCuDNNWrapper (class in morgana.utils) reset_state() (morgana.metrics.StatefulMetric method) resolve_setting_conflicts() (morgana.experiment_builder.ExperimentBuilder method) result() (morgana.metrics.Handler method) (morgana.metrics.StatefulMetric method) result_as_json() (morgana.metrics.StatefulMetric method) results_as_json_dict() (morgana.metrics.Handler method)

results_as_str_dict() (morgana.metrics.Handler method) RMSE (class in morgana.metrics) rsample() (morgana.sampling.UniformEllipsoidSurfaceApproximateSampler method) (morgana.sampling.UniformSphereSurfaceSampler method) run_experiment() (morgana.experiment_builder.ExperimentBuilder method) run_test() (morgana.experiment_builder.ExperimentBuilder method) run_train() (morgana.experiment_builder.ExperimentBuilder method) run_valid() (morgana.experiment_builder.ExperimentBuilder method)

S

sample() (morgana.base_models.BaseVAE method) sample_angles() (morgana.sampling.UniformEllipsoidSurfaceApproximateSampler method) sample_rate (tts_data_tools.data_sources.WavSource attribute) save_file() (tts_data_tools.data_sources._DataSource method) (tts_data_tools.data_sources.ASCIISource method) (tts_data_tools.data_sources.NumpyBinarySource method) (tts_data_tools.data_sources.StringSource method) (tts_data_tools.data_sources.TextSource method) (tts_data_tools.data_sources.WavSource method) save_parameters() (morgana.base_models.BaseModel method)

sequence_mask() (in module morgana.utils) SequentialWithRecurrent (class in morgana.utils) StatefulMetric (class in morgana.metrics) step (morgana.base_models.BaseModel attribute) str_summary() (morgana.metrics.TensorHistory method) StringSource (class in tts_data_tools.data_sources) sum (morgana.metrics.F0Distortion attribute) (morgana.metrics.LF0Distortion attribute) (morgana.metrics.Mean attribute) (morgana.metrics.RMSE attribute)

T

tensorboard (morgana.base_models.BaseModel attribute) TensorHistory (class in morgana.metrics) test_data_sources() (morgana.base_models.BaseModel method) test_epoch() (morgana.experiment_builder.ExperimentBuilder method) test_loader (morgana.experiment_builder.ExperimentBuilder attribute)

TextSource (class in tts_data_tools.data_sources) ToDeviceWrapper (class in morgana.data) train_data_sources() (morgana.base_models.BaseModel method) train_epoch() (morgana.experiment_builder.ExperimentBuilder method) train_loader (morgana.experiment_builder.ExperimentBuilder attribute)

U

UniformEllipsoidSurfaceApproximateSampler (class in morgana.sampling) UniformSphereSurfaceSampler (class in morgana.sampling)

update_params() (morgana.utils.ExponentialMovingAverage method) upsample_to_repetitions() (in module morgana.utils)

V

valid_data_sources() (morgana.base_models.BaseModel method) valid_epoch() (morgana.experiment_builder.ExperimentBuilder method)

valid_loader (morgana.experiment_builder.ExperimentBuilder attribute) value (morgana.metrics.Print attribute)

W

WavSource (class in tts_data_tools.data_sources)