opensoundscape
v0.5.0
OpenSoundscape
Installation
Mac and Linux
Windows
Contributors
Jupyter
Tutorials
Audio and spectrograms
Raven annotations
Prediction with pre-trained CNNs
Basic training and prediction with CNNs
Custom preprocessing
Custom CNN training
RIBBIT Pulse Rate model demonstration
API Documentation
Annotations
Audio
Localization
Machine Learning
Miscellaneous
Preprocessing
RIBBIT
Spectrogram
Index
opensoundscape
Docs
»
Index
Edit on GitHub
Index
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A
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B
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C
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D
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F
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G
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H
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I
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J
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M
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__getitem__() (opensoundscape.torch.safe_dataset.SafeDataset method)
_build_index() (opensoundscape.torch.safe_dataset.SafeDataset method)
_safe_get_item() (opensoundscape.torch.safe_dataset.SafeDataset method)
A
ActionContainer (class in opensoundscape.preprocess.actions)
alexnet() (in module opensoundscape.torch.architectures.cnn_architectures)
amplitude() (opensoundscape.spectrogram.Spectrogram method)
annotation_check() (in module opensoundscape.raven)
annotations_with_overlaps_with_clip() (in module opensoundscape.datasets)
Audio (class in opensoundscape.audio)
audio_sample_rate (opensoundscape.spectrogram.Spectrogram attribute)
AudioLoader (class in opensoundscape.preprocess.actions)
AudioLoadingPreprocessor (class in opensoundscape.preprocess.preprocessors)
AudioToSpectrogram (class in opensoundscape.preprocess.actions)
AudioToSpectrogramPreprocessor (class in opensoundscape.preprocess.preprocessors)
AudioTrimmer (class in opensoundscape.preprocess.actions)
augmentation_off() (opensoundscape.preprocess.preprocessors.CnnPreprocessor method)
augmentation_on() (opensoundscape.preprocess.preprocessors.CnnPreprocessor method)
B
bandpass() (opensoundscape.audio.Audio method)
(opensoundscape.spectrogram.Spectrogram method)
bandpass_filter() (in module opensoundscape.audio_tools)
BaseAction (class in opensoundscape.preprocess.actions)
BaseArchitecture (class in opensoundscape.torch.architectures.utils)
BaseModule (class in opensoundscape.torch.models.utils)
BasePreprocessor (class in opensoundscape.preprocess.preprocessors)
BCEWithLogitsLoss_hot (class in opensoundscape.torch.loss)
binarize() (in module opensoundscape.helpers)
binary_metrics() (in module opensoundscape.metrics)
bn_common_to_sci() (in module opensoundscape.taxa)
bound() (in module opensoundscape.helpers)
butter_bandpass() (in module opensoundscape.audio_tools)
C
calc_speed_of_sound() (in module opensoundscape.localization)
calculate_pulse_score() (in module opensoundscape.ribbit)
cas_dataloader() (in module opensoundscape.torch.models.utils)
class_counts_cal() (opensoundscape.preprocess.preprocessors.BasePreprocessor method)
ClassAwareSampler (class in opensoundscape.torch.sampling)
clipping_detector() (in module opensoundscape.audio_tools)
CnnPreprocessor (class in opensoundscape.preprocess.preprocessors)
CnnResampleLoss (class in opensoundscape.torch.models.cnn)
common_to_sci() (in module opensoundscape.taxa)
convolve_file() (in module opensoundscape.audio_tools)
CrossEntropyLoss_hot (class in opensoundscape.torch.loss)
D
decibel_limits (opensoundscape.spectrogram.Spectrogram attribute)
densenet121() (in module opensoundscape.torch.architectures.cnn_architectures)
duration() (opensoundscape.audio.Audio method)
(opensoundscape.spectrogram.Spectrogram method)
E
extend() (opensoundscape.audio.Audio method)
F
file_name() (in module opensoundscape.helpers)
freq_mask() (in module opensoundscape.preprocess.tensor_augment)
frequencies (opensoundscape.spectrogram.Spectrogram attribute)
FrequencyMask (class in opensoundscape.preprocess.actions)
from_audio() (opensoundscape.melspectrogram.MelSpectrogram class method)
(opensoundscape.spectrogram.Spectrogram class method)
from_bytesio() (opensoundscape.audio.Audio class method)
from_file() (opensoundscape.audio.Audio class method)
(opensoundscape.spectrogram.Spectrogram class method)
G
generate_class_corrections() (in module opensoundscape.raven)
generate_split_labels_file() (in module opensoundscape.raven)
get_dataloader() (in module opensoundscape.torch.models.utils)
get_labels_in_dataset() (in module opensoundscape.raven)
get_md5_digest() (in module opensoundscape.datasets)
get_species_list() (in module opensoundscape.taxa)
go() (opensoundscape.preprocess.actions.FrequencyMask method)
(opensoundscape.preprocess.actions.ImgOverlay method)
(opensoundscape.preprocess.actions.SaveTensorToDisk method)
(opensoundscape.preprocess.actions.TensorAugment method)
H
head() (opensoundscape.preprocess.preprocessors.BasePreprocessor method)
hex_to_time() (in module opensoundscape.helpers)
I
ImbalancedDatasetSampler (class in opensoundscape.torch.sampling)
ImgOverlay (class in opensoundscape.preprocess.actions)
ImgToTensor (class in opensoundscape.preprocess.actions)
ImgToTensorGrayscale (class in opensoundscape.preprocess.actions)
inception_v3() (in module opensoundscape.torch.architectures.cnn_architectures)
InceptionV3 (class in opensoundscape.torch.models.cnn)
InceptionV3ResampleLoss (class in opensoundscape.torch.models.cnn)
is_index_built (opensoundscape.torch.safe_dataset.SafeDataset attribute)
isNan() (in module opensoundscape.helpers)
J
jitter() (in module opensoundscape.helpers)
L
limit_db_range() (opensoundscape.spectrogram.Spectrogram method)
linear_scale() (in module opensoundscape.helpers)
(opensoundscape.spectrogram.Spectrogram method)
load() (opensoundscape.torch.architectures.resnet.ResNetArchitecture method)
(opensoundscape.torch.models.cnn.PytorchModel method)
localize() (in module opensoundscape.localization)
loop() (opensoundscape.audio.Audio method)
lorentz_ip() (in module opensoundscape.localization)
lowercase_annotations() (in module opensoundscape.raven)
M
MelSpectrogram (class in opensoundscape.melspectrogram)
min_max_scale() (in module opensoundscape.helpers)
(opensoundscape.spectrogram.Spectrogram method)
mixdown_with_delays() (in module opensoundscape.audio_tools)
multiclass_metrics() (in module opensoundscape.metrics)
N
net_amplitude() (opensoundscape.spectrogram.Spectrogram method)
O
opensoundscape.audio (module)
opensoundscape.audio_tools (module)
opensoundscape.commands (module)
opensoundscape.data_selection (module)
opensoundscape.datasets (module)
opensoundscape.helpers (module)
opensoundscape.localization (module)
opensoundscape.melspectrogram (module)
opensoundscape.metrics (module)
opensoundscape.preprocess.actions (module)
opensoundscape.preprocess.img_augment (module)
opensoundscape.preprocess.preprocessors (module)
opensoundscape.preprocess.tensor_augment (module)
opensoundscape.preprocess.utils (module)
opensoundscape.raven (module)
opensoundscape.ribbit (module)
opensoundscape.species_table (module)
opensoundscape.spectrogram (module)
opensoundscape.taxa (module)
opensoundscape.torch.architectures.cnn_architectures (module)
opensoundscape.torch.architectures.resnet (module)
opensoundscape.torch.architectures.utils (module)
opensoundscape.torch.grad_cam (module)
opensoundscape.torch.loss (module)
opensoundscape.torch.models.cnn (module)
opensoundscape.torch.models.utils (module)
opensoundscape.torch.safe_dataset (module)
opensoundscape.torch.sampling (module)
OpsoLoadAudioInputError
OpsoLoadAudioInputTooLong
overlap_samples (opensoundscape.spectrogram.Spectrogram attribute)
P
plot() (opensoundscape.spectrogram.Spectrogram method)
predict() (in module opensoundscape.metrics)
(opensoundscape.torch.models.cnn.PytorchModel method)
PreprocessingError
pulse_finder_species_set() (in module opensoundscape.ribbit)
PytorchModel (class in opensoundscape.torch.models.cnn)
Q
query_annotations() (in module opensoundscape.raven)
R
raven_audio_split_and_save() (in module opensoundscape.raven)
reduce_loss() (in module opensoundscape.torch.loss)
resample() (opensoundscape.audio.Audio method)
ResampleLoss (class in opensoundscape.torch.loss)
rescale_features() (in module opensoundscape.helpers)
resnet101() (in module opensoundscape.torch.architectures.cnn_architectures)
resnet152() (in module opensoundscape.torch.architectures.cnn_architectures)
resnet18() (in module opensoundscape.torch.architectures.cnn_architectures)
Resnet18Binary (class in opensoundscape.torch.models.cnn)
Resnet18Multiclass (class in opensoundscape.torch.models.cnn)
resnet34() (in module opensoundscape.torch.architectures.cnn_architectures)
resnet50() (in module opensoundscape.torch.architectures.cnn_architectures)
ResNetArchitecture (class in opensoundscape.torch.architectures.resnet)
ResNetFeature (class in opensoundscape.torch.architectures.resnet)
ribbit() (in module opensoundscape.ribbit)
run_command() (in module opensoundscape.commands)
(in module opensoundscape.helpers)
run_command_return_code() (in module opensoundscape.commands)
S
SafeDataset (class in opensoundscape.torch.safe_dataset)
sample() (opensoundscape.preprocess.preprocessors.BasePreprocessor method)
save() (opensoundscape.audio.Audio method)
(opensoundscape.torch.models.cnn.PytorchModel method)
SaveTensorToDisk (class in opensoundscape.preprocess.actions)
sci_to_bn_common() (in module opensoundscape.taxa)
sci_to_xc_common() (in module opensoundscape.taxa)
set_parameter_requires_grad() (in module opensoundscape.torch.architectures.cnn_architectures)
sigmoid() (in module opensoundscape.helpers)
silence_filter() (in module opensoundscape.audio_tools)
SpecToImg (class in opensoundscape.preprocess.actions)
Spectrogram (class in opensoundscape.spectrogram)
spectrogram (opensoundscape.spectrogram.Spectrogram attribute)
SpectrogramBandpass (class in opensoundscape.preprocess.actions)
spectrum() (opensoundscape.audio.Audio method)
split() (opensoundscape.audio.Audio method)
split_and_save() (in module opensoundscape.audio)
split_single_annotation() (in module opensoundscape.raven)
split_starts_ends() (in module opensoundscape.raven)
SplitterDataset (class in opensoundscape.datasets)
squeezenet1_0() (in module opensoundscape.torch.architectures.cnn_architectures)
summarize_top_scores() (in module opensoundscape.ribbit)
T
TensorAddNoise (class in opensoundscape.preprocess.actions)
TensorAugment (class in opensoundscape.preprocess.actions)
TensorNormalize (class in opensoundscape.preprocess.actions)
time_mask() (in module opensoundscape.preprocess.tensor_augment)
time_split() (in module opensoundscape.preprocess.img_augment)
time_to_sample() (opensoundscape.audio.Audio method)
time_warp() (in module opensoundscape.preprocess.tensor_augment)
TimeMask (class in opensoundscape.preprocess.actions)
times (opensoundscape.spectrogram.Spectrogram attribute)
TimeWarp (class in opensoundscape.preprocess.actions)
to_image() (opensoundscape.melspectrogram.MelSpectrogram method)
(opensoundscape.spectrogram.Spectrogram method)
to_pcen() (opensoundscape.melspectrogram.MelSpectrogram method)
TorchColorJitter (class in opensoundscape.preprocess.actions)
TorchRandomAffine (class in opensoundscape.preprocess.actions)
train() (opensoundscape.torch.models.cnn.PytorchModel method)
train_epoch() (opensoundscape.torch.models.cnn.InceptionV3 method)
(opensoundscape.torch.models.cnn.PytorchModel method)
travel_time() (in module opensoundscape.localization)
trim() (opensoundscape.audio.Audio method)
(opensoundscape.spectrogram.Spectrogram method)
U
upsample() (in module opensoundscape.data_selection)
V
vgg11_bn() (in module opensoundscape.torch.architectures.cnn_architectures)
W
weight_reduce_loss() (in module opensoundscape.torch.loss)
window_energy() (in module opensoundscape.audio_tools)
window_length() (opensoundscape.spectrogram.Spectrogram method)
window_samples (opensoundscape.spectrogram.Spectrogram attribute)
window_start_times() (opensoundscape.spectrogram.Spectrogram method)
window_step() (opensoundscape.spectrogram.Spectrogram method)
window_type (opensoundscape.spectrogram.Spectrogram attribute)
X
xc_common_to_sci() (in module opensoundscape.taxa)
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