opensoundscape
v0.6.2
OpenSoundscape
Installation
Mac and Linux
Windows
Contributors
Jupyter
Tutorials
Audio and spectrograms
Manipulating audio annotations
Prediction with pre-trained CNNs
Beginner friendly training and prediction with CNNs
Custom preprocessing
Advanced CNN training
RIBBIT Pulse Rate model demonstration
API Documentation
Audio and Spectrograms
Machine Learning
Preprocessing
Signal Processing
Misc tools
Index
Index
Modules
opensoundscape
Docs
»
Index
Edit on GitHub
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
X
_
__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)
apply_activation_layer() (in module opensoundscape.torch.models.utils)
Audio (class in opensoundscape.audio)
audio_sample_rate (opensoundscape.spectrogram.Spectrogram attribute)
AudioClipLoader (class in opensoundscape.preprocess.actions)
AudioLoader (class in opensoundscape.preprocess.actions)
AudioLoadingPreprocessor (class in opensoundscape.preprocess.preprocessors)
audiomoth_start_time() (in module opensoundscape.audiomoth)
AudioToMelSpectrogram (class in opensoundscape.preprocess.actions)
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.annotations.BoxedAnnotations method)
(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)
BoxedAnnotations (class in opensoundscape.annotations)
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)
categorical_to_one_hot() (in module opensoundscape.annotations)
class_counts_cal() (opensoundscape.preprocess.preprocessors.BasePreprocessor method)
ClassAwareSampler (class in opensoundscape.torch.sampling)
ClipLoadingSpectrogramPreprocessor (class in opensoundscape.preprocess.preprocessors)
clipping_detector() (in module opensoundscape.audio_tools)
CnnPreprocessor (class in opensoundscape.preprocess.preprocessors)
CnnResampleLoss (class in opensoundscape.torch.models.cnn)
collate_lists_of_audio_clips() (in module opensoundscape.torch.models.utils)
combine() (in module opensoundscape.annotations)
common_to_sci() (in module opensoundscape.taxa)
CompositeArchitecture (class in opensoundscape.torch.architectures.utils)
convert_labels() (opensoundscape.annotations.BoxedAnnotations method)
convolve_file() (in module opensoundscape.audio_tools)
CrossEntropyLoss_hot (class in opensoundscape.torch.loss)
cwt_peaks() (in module opensoundscape.signal)
D
decibel_limits (opensoundscape.spectrogram.Spectrogram attribute)
densenet121() (in module opensoundscape.torch.architectures.cnn_architectures)
detect_peak_sequence_cwt() (in module opensoundscape.signal)
diff() (in module opensoundscape.annotations)
duration() (opensoundscape.audio.Audio method)
(opensoundscape.spectrogram.Spectrogram method)
E
extend() (opensoundscape.audio.Audio method)
F
file_name() (in module opensoundscape.helpers)
find_accel_sequences() (in module opensoundscape.signal)
freq_mask() (in module opensoundscape.preprocess.tensor_augment)
frequencies (opensoundscape.spectrogram.Spectrogram attribute)
frequency2scale() (in module opensoundscape.signal)
FrequencyMask (class in opensoundscape.preprocess.actions)
from_audio() (opensoundscape.spectrogram.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)
from_raven_file() (opensoundscape.annotations.BoxedAnnotations class method)
G
generate_clip_times_df() (in module opensoundscape.helpers)
get_batch() (in module opensoundscape.torch.models.utils)
get_dataloader() (in module opensoundscape.torch.models.utils)
get_species_list() (in module opensoundscape.taxa)
global_one_hot_labels() (opensoundscape.annotations.BoxedAnnotations method)
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)
inrange() (in module opensoundscape.helpers)
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)
load_model() (in module opensoundscape.torch.models.cnn)
load_outdated_model() (in module opensoundscape.torch.models.cnn)
localize() (in module opensoundscape.localization)
loop() (opensoundscape.audio.Audio method)
lorentz_ip() (in module opensoundscape.localization)
M
make_clip_df() (in module opensoundscape.helpers)
MelSpectrogram (class in opensoundscape.spectrogram)
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
one_hot_clip_labels() (opensoundscape.annotations.BoxedAnnotations method)
one_hot_labels_like() (opensoundscape.annotations.BoxedAnnotations method)
one_hot_labels_on_time_interval() (in module opensoundscape.annotations)
one_hot_to_categorical() (in module opensoundscape.annotations)
opensoundscape.annotations (module)
opensoundscape.audio (module)
opensoundscape.audio_tools (module)
opensoundscape.audiomoth (module)
opensoundscape.data_selection (module)
opensoundscape.helpers (module)
opensoundscape.localization (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.ribbit (module)
opensoundscape.signal (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() (in module opensoundscape.helpers)
overlap_fraction() (in module opensoundscape.helpers)
overlap_samples (opensoundscape.spectrogram.Spectrogram attribute)
P
parse_audiomoth_metadata() (in module opensoundscape.audiomoth)
pipeline_summary() (opensoundscape.preprocess.preprocessors.BasePreprocessor method)
plot() (opensoundscape.spectrogram.MelSpectrogram method)
(opensoundscape.spectrogram.Spectrogram method)
predict() (in module opensoundscape.metrics)
(opensoundscape.torch.models.cnn.PytorchModel method)
PreprocessingError
PytorchModel (class in opensoundscape.torch.models.cnn)
R
reduce_loss() (in module opensoundscape.torch.loss)
resample() (in module opensoundscape.data_selection)
(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.helpers)
S
SafeDataset (class in opensoundscape.torch.safe_dataset)
sample() (opensoundscape.preprocess.preprocessors.BasePreprocessor method)
save() (opensoundscape.audio.Audio 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_predict() (opensoundscape.torch.models.cnn.PytorchModel method)
split_and_save() (opensoundscape.audio.Audio method)
squeezenet1_0() (in module opensoundscape.torch.architectures.cnn_architectures)
subset() (opensoundscape.annotations.BoxedAnnotations method)
T
tensor_binary_predictions() (in module opensoundscape.torch.models.utils)
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.spectrogram.Spectrogram method)
to_raven_file() (opensoundscape.annotations.BoxedAnnotations 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.annotations.BoxedAnnotations method)
(opensoundscape.audio.Audio method)
(opensoundscape.spectrogram.Spectrogram method)
U
unique_labels() (opensoundscape.annotations.BoxedAnnotations method)
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)
Read the Docs
v: v0.6.2
Versions
latest
stable
v0.6.2
v0.6.1
v0.6.0
v0.5.0
v0.4.7
v0.4.6
v0.4.5
v0.4.4
v0.4.3
v0.4.2
v0.4.1
v0.4
docs
develop
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.