Index

_

__init__() (deepaudiox.AudioClassificationDataset method) (deepaudiox.Evaluator method), [1] (deepaudiox.modules.baseclasses.BaseAudioClassifier method), [1] (deepaudiox.modules.baseclasses.BaseBackbone method), [1] (deepaudiox.modules.baseclasses.BasePooling method), [1] (deepaudiox.modules.constructors.AudioClassifierConstructor method) (deepaudiox.modules.constructors.BackboneConstructor method) (deepaudiox.Trainer method), [1]

A

audio_classification_dataset_from_dictionary() (in module deepaudiox), [1] audio_classification_dataset_from_dir() (in module deepaudiox), [1] AudioClassificationDataset (class in deepaudiox), [1]

AudioClassifier (in module deepaudiox) AudioClassifierConstructor (class in deepaudiox.modules.constructors) AVAILABLE_BACKBONES (in module deepaudiox), [1] AVAILABLE_POOLING (in module deepaudiox), [1]

B

backbone (deepaudiox.modules.constructors.BackboneConstructor attribute) Backbone (in module deepaudiox) backbone_constructor (deepaudiox.modules.constructors.AudioClassifierConstructor attribute) BackboneConstructor (class in deepaudiox.modules.constructors)

BackboneName (in module deepaudiox) BaseAudioClassifier (class in deepaudiox.modules.baseclasses) BaseBackbone (class in deepaudiox.modules.baseclasses) BasePooling (class in deepaudiox.modules.baseclasses)

C

callbacks (deepaudiox.Evaluator attribute), [1] (deepaudiox.Trainer attribute), [1] class_mapping (deepaudiox.AudioClassificationDataset attribute), [1] (deepaudiox.Evaluator attribute), [1]

classifier (deepaudiox.modules.constructors.AudioClassifierConstructor attribute) config (deepaudiox.modules.constructors.AudioClassifierConstructor attribute) (deepaudiox.modules.constructors.BackboneConstructor attribute)

D

deepaudiox module deepaudiox.modules.baseclasses module

device (deepaudiox.Evaluator attribute), [1] (deepaudiox.Trainer attribute), [1]

E

epoch_step() (deepaudiox.Trainer method), [1] epochs (deepaudiox.Trainer attribute), [1] evaluate() (deepaudiox.Evaluator method), [1]

Evaluator (class in deepaudiox), [1] extract_features() (deepaudiox.modules.baseclasses.BaseBackbone method), [1] (deepaudiox.modules.constructors.BackboneConstructor method)

F

file_to_class_mapping (deepaudiox.AudioClassificationDataset attribute), [1] forward() (deepaudiox.modules.baseclasses.BaseAudioClassifier method), [1] (deepaudiox.modules.baseclasses.BaseBackbone method), [1] (deepaudiox.modules.baseclasses.BasePooling method), [1] (deepaudiox.modules.constructors.AudioClassifierConstructor method) (deepaudiox.modules.constructors.BackboneConstructor method)

forward_backbone() (deepaudiox.modules.constructors.AudioClassifierConstructor method) forward_pipeline() (deepaudiox.modules.baseclasses.BaseBackbone method), [1] forward_with_pooling() (deepaudiox.modules.constructors.AudioClassifierConstructor method) (deepaudiox.modules.constructors.BackboneConstructor method) from_checkpoint() (deepaudiox.modules.constructors.AudioClassifierConstructor class method) (deepaudiox.modules.constructors.BackboneConstructor class method)

G

get_class_mapping_from_dir() (in module deepaudiox), [1]

get_class_mapping_from_list() (in module deepaudiox), [1]

I

inference_on_file() (deepaudiox.modules.baseclasses.BaseAudioClassifier method)

inference_on_waveform() (deepaudiox.modules.baseclasses.BaseAudioClassifier method)

L

logger (deepaudiox.Evaluator attribute), [1] (deepaudiox.Trainer attribute), [1]

loss_function (deepaudiox.Trainer attribute), [1]

M

model (deepaudiox.Evaluator attribute), [1] (deepaudiox.Trainer attribute), [1]

module deepaudiox deepaudiox.modules.baseclasses

N

norm_p (deepaudiox.modules.constructors.BackboneConstructor attribute)

O

optimizer (deepaudiox.Trainer attribute), [1]

out_dim (deepaudiox.modules.constructors.BackboneConstructor attribute)

P

pooling (deepaudiox.modules.constructors.BackboneConstructor attribute)

PoolingName (in module deepaudiox) predict() (deepaudiox.modules.baseclasses.BaseAudioClassifier method), [1]

S

sample_rate (deepaudiox.AudioClassificationDataset attribute), [1] scheduler (deepaudiox.Trainer attribute), [1]

state (deepaudiox.Evaluator attribute), [1] (deepaudiox.Trainer attribute), [1]

T

test_dloader (deepaudiox.Evaluator attribute), [1] train() (deepaudiox.Trainer method), [1]

train_dloader (deepaudiox.Trainer attribute), [1] train_step() (deepaudiox.Trainer method), [1] Trainer (class in deepaudiox), [1]

V

val_step() (deepaudiox.Trainer method), [1] validation_dloader (deepaudiox.Trainer attribute), [1]

verbose (deepaudiox.Evaluator attribute), [1] (deepaudiox.Trainer attribute), [1]