asteroid
v0.3.2
Start here
What is Asteroid?
Who is it for?
Installation
CUDA and PyTorch
Pip
Development installation
Asteroid
What is a recipe?
How is it organized?
How does it work?
Datasets and tasks
Speech separation
wsj0-2mix dataset
WHAM dataset
WHAMR dataset
LibriMix dataset
Kinect-WSJ dataset
SMS_WSJ dataset
Speech enhancement
DNS Challenge’s dataset
Music source separation
MUSDB18 Dataset
Environmental sound separation
FUSS dataset
Audio-visual source separation
AVSpeech dataset
Speaker extraction
Training and Evaluation
Training with PyTorchLightning
Evaluation
Pretrained models
Using them
Model caching
Share your models
Note about licenses
FAQ
My results are worse than the ones reported in the README, why?
How long does it take to train a model?
Can I use the pretrained models for commercial purposes?
Notebooks and Tutorials
NB: Getting stated with Asteroid
NB: Understanding the Filterbank API
NB: Our PITLossWrapper explained
Community NB: Numpy vs. Asteroid STFT
Package reference
PyTorch Datasets
LibriMix
Wsj0mix
WHAM!
WHAMR!
SMS-WSJ
KinectWSJMix
DNSDataset
MUSDB18
FUSS
AVSpeech
Filterbank API
Filterbank, Encoder and Decoder
Learnable filterbanks
Free
Analytic Free
Parameterized Sinc
Fixed filterbanks
STFT
MP-GTFB
Transforms
Griffin-Lim and MISI
Complex transforms
DNN building blocks
Convolutional blocks
Recurrent blocks
Norms
Models
Base classes
Ready-to-use models
Publishing models
Losses & Metrics
Permutation invariant training (PIT) made easy
Available loss functions
MSE
SDR
PMSQE
STOI
MultiScale Spectral Loss
Deep clustering (Affinity) loss
Computing metrics
Lightning Wrapper
Optimizers & Schedulers
Optimizers
Schedulers
DSP Modules
Utils
Parser utils
Torch utils
Hub utils
Generic utils
CLI
Community
Asteroid High-Level Contribution Guide
The Asteroid Contribution Process
Getting Started
Proposing new features
Reporting Issues
Implementing Features or Fixing Bugs
Adding Tutorials
Improving Documentation & Tutorials
Participating in online discussions
Submitting pull requests to fix open issues
Reviewing open pull requests
Improving code readability
Adding test cases to make the codebase more robust
Promoting Asteroid
Triaging issues
About open source development
Common Mistakes To Avoid
Frequently asked questions
Attribution
How to contribute
Source code contributions
Writing new recipes.
Improving the docs.
Coding style
asteroid
Docs
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Index
Edit on GitHub
Index
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Z
A
AnalyticFreeFB (class in asteroid.filterbanks)
(class in asteroid.filterbanks.analytic_free_fb)
,
[1]
angle() (in module asteroid.filterbanks.transforms)
,
[1]
apply_complex_mask() (in module asteroid.filterbanks.transforms)
,
[1]
apply_mag_mask() (in module asteroid.filterbanks.transforms)
,
[1]
apply_real_mask() (in module asteroid.filterbanks.transforms)
,
[1]
are_models_equal() (in module asteroid.utils.torch_utils)
,
[1]
asteroid (module)
asteroid.dsp (module)
asteroid.dsp.consistency (module)
asteroid.dsp.overlap_add (module)
asteroid.filterbanks (module)
asteroid.filterbanks.analytic_free_fb (module)
,
[1]
asteroid.filterbanks.enc_dec (module)
asteroid.filterbanks.free_fb (module)
,
[1]
asteroid.filterbanks.griffin_lim (module)
,
[1]
asteroid.filterbanks.multiphase_gammatone_fb (module)
,
[1]
asteroid.filterbanks.param_sinc_fb (module)
,
[1]
asteroid.filterbanks.stft_fb (module)
,
[1]
asteroid.filterbanks.transforms (module)
,
[1]
asteroid.losses (module)
,
[1]
asteroid.losses.cluster (module)
asteroid.losses.mse (module)
asteroid.losses.multi_scale_spectral (module)
asteroid.losses.pit_wrapper (module)
,
[1]
asteroid.losses.pmsqe (module)
asteroid.losses.sdr (module)
asteroid.losses.stoi (module)
asteroid.masknn (module)
asteroid.masknn._local (module)
asteroid.masknn.activations (module)
asteroid.masknn.attention (module)
asteroid.masknn.blocks (module)
asteroid.masknn.convolutional (module)
,
[1]
asteroid.masknn.norms (module)
,
[1]
asteroid.masknn.recurrent (module)
,
[1]
asteroid.metrics (module)
asteroid.models (module)
asteroid.models.base_models (module)
,
[1]
asteroid.models.conv_tasnet (module)
,
[1]
asteroid.models.dprnn_tasnet (module)
,
[1]
asteroid.models.dptnet (module)
asteroid.models.lstm_tasnet (module)
asteroid.models.publisher (module)
,
[1]
asteroid.models.sudormrf (module)
asteroid.models.zenodo (module)
,
[1]
asteroid.scripts (module)
asteroid.utils (module)
asteroid.utils.deprecation_utils (module)
asteroid.utils.generic_utils (module)
,
[1]
asteroid.utils.hub_utils (module)
,
[1]
asteroid.utils.parser_utils (module)
,
[1]
asteroid.utils.test_utils (module)
asteroid.utils.torch_utils (module)
,
[1]
average_arrays_in_dic() (in module asteroid.utils)
(in module asteroid.utils.generic_utils)
,
[1]
B
bark_computation() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
bark_freq_equalization() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
,
[1]
bark_gain_equalization() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
BaseTasNet (class in asteroid.models.base_models)
,
[1]
batch_1d_conv() (asteroid.filterbanks.enc_dec.Encoder method)
(asteroid.filterbanks.Encoder method)
batch_matrix_norm() (in module asteroid.losses.cluster)
BatchNorm (class in asteroid.masknn.norms)
,
[1]
best_perm_from_perm_avg_loss() (asteroid.losses.pit_wrapper.PITLossWrapper static method)
,
[1]
(asteroid.losses.PITLossWrapper static method)
,
[1]
bN (in module asteroid.masknn.norms)
,
[1]
C
cached_download() (in module asteroid.utils.hub_utils)
,
[1]
cgLN (in module asteroid.masknn.norms)
,
[1]
change_metadata_in_deposition() (asteroid.models.zenodo.Zenodo method)
,
[1]
ChanLN (class in asteroid.masknn.norms)
,
[1]
ChanLN() (in module asteroid.masknn.norms)
check_complex() (in module asteroid.filterbanks.transforms)
,
[1]
cLN (in module asteroid.masknn.norms)
,
[1]
compute_audible_power() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
compute_distortion_tensors() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
compute_spectral_loss() (asteroid.losses.multi_scale_spectral.SingleSrcMultiScaleSpectral method)
Conv1DBlock (class in asteroid.masknn.convolutional)
,
[1]
Conv1DBlock() (in module asteroid.masknn.blocks)
ConvTasNet (class in asteroid)
(class in asteroid.models)
(class in asteroid.models.conv_tasnet)
,
[1]
create_new_deposition() (asteroid.models.zenodo.Zenodo method)
,
[1]
CumLN (class in asteroid.masknn.norms)
,
[1]
CumLN() (in module asteroid.masknn.norms)
D
Decoder (class in asteroid.filterbanks)
,
[1]
(class in asteroid.filterbanks.enc_dec)
deep_clustering_loss() (in module asteroid.losses)
,
[1]
(in module asteroid.losses.cluster)
,
[1]
deprecate_func() (in module asteroid.utils.deprecation_utils)
DeprecationMixin (class in asteroid.utils.deprecation_utils)
display_one_level_dict() (in module asteroid.models.publisher)
,
[1]
DPRNN (class in asteroid.masknn)
(class in asteroid.masknn.recurrent)
,
[1]
DPRNN() (in module asteroid.masknn.blocks)
DPRNNBlock (class in asteroid.masknn.recurrent)
,
[1]
DPRNNBlock() (in module asteroid.masknn.blocks)
DPRNNTasNet (class in asteroid)
(class in asteroid.models)
(class in asteroid.models.dprnn_tasnet)
,
[1]
DPTNet (class in asteroid)
(class in asteroid.models)
(class in asteroid.models.dptnet)
DPTransformer (class in asteroid.masknn)
(class in asteroid.masknn.attention)
DualPathProcessing (class in asteroid.dsp)
,
[1]
(class in asteroid.dsp.overlap_add)
DummyDataset (class in asteroid.utils.test_utils)
E
ebased_vad() (in module asteroid.filterbanks.transforms)
,
[1]
Encoder (class in asteroid.filterbanks)
,
[1]
(class in asteroid.filterbanks.enc_dec)
erb_scale_2_freq_hz() (in module asteroid.filterbanks.multiphase_gammatone_fb)
,
[1]
F
FeatsGlobLN (class in asteroid.masknn.norms)
,
[1]
fgLN (in module asteroid.masknn.norms)
,
[1]
Filterbank (class in asteroid.filterbanks)
,
[1]
(class in asteroid.filterbanks.enc_dec)
filters (asteroid.filterbanks.analytic_free_fb.AnalyticFreeFB attribute)
,
[1]
(asteroid.filterbanks.AnalyticFreeFB attribute)
(asteroid.filterbanks.Filterbank attribute)
,
[1]
(asteroid.filterbanks.FreeFB attribute)
(asteroid.filterbanks.MultiphaseGammatoneFB attribute)
(asteroid.filterbanks.ParamSincFB attribute)
(asteroid.filterbanks.STFTFB attribute)
(asteroid.filterbanks.enc_dec.Filterbank attribute)
(asteroid.filterbanks.free_fb.FreeFB attribute)
,
[1]
(asteroid.filterbanks.multiphase_gammatone_fb.MultiphaseGammatoneFB attribute)
,
[1]
(asteroid.filterbanks.param_sinc_fb.ParamSincFB attribute)
,
[1]
(asteroid.filterbanks.stft_fb.STFTFB attribute)
,
[1]
find_best_perm() (asteroid.losses.pit_wrapper.PITLossWrapper static method)
,
[1]
(asteroid.losses.PITLossWrapper static method)
,
[1]
flatten_dict() (in module asteroid.utils)
(in module asteroid.utils.generic_utils)
,
[1]
fold() (asteroid.dsp.DualPathProcessing method)
,
[1]
(asteroid.dsp.overlap_add.DualPathProcessing method)
forward() (asteroid.dsp.LambdaOverlapAdd method)
,
[1]
(asteroid.dsp.overlap_add.LambdaOverlapAdd method)
(asteroid.filterbanks.Decoder method)
,
[1]
(asteroid.filterbanks.Encoder method)
,
[1]
(asteroid.filterbanks.enc_dec.Decoder method)
(asteroid.filterbanks.enc_dec.Encoder method)
(asteroid.losses.PITLossWrapper method)
,
[1]
(asteroid.losses.PairwiseNegSDR method)
(asteroid.losses.SingleSrcPMSQE method)
,
[1]
(asteroid.losses.mse.PairwiseMSE method)
(asteroid.losses.mse.SingleSrcMSE method)
(asteroid.losses.multi_scale_spectral.SingleSrcMultiScaleSpectral method)
(asteroid.losses.pit_wrapper.PITLossWrapper method)
,
[1]
(asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.sdr.MultiSrcNegSDR method)
(asteroid.losses.sdr.PairwiseNegSDR method)
(asteroid.losses.sdr.SingleSrcNegSDR method)
(asteroid.masknn.DPRNN method)
(asteroid.masknn.DPTransformer method)
(asteroid.masknn.LSTMMasker method)
(asteroid.masknn.SuDORMRF method)
(asteroid.masknn.SuDORMRFImproved method)
(asteroid.masknn.TDConvNet method)
(asteroid.masknn.activations.Swish method)
(asteroid.masknn.attention.DPTransformer method)
(asteroid.masknn.attention.ImprovedTransformedLayer method)
(asteroid.masknn.convolutional.Conv1DBlock method)
,
[1]
(asteroid.masknn.convolutional.SuDORMRF method)
(asteroid.masknn.convolutional.SuDORMRFImproved method)
(asteroid.masknn.convolutional.TDConvNet method)
,
[1]
(asteroid.masknn.convolutional.TDConvNetpp method)
,
[1]
(asteroid.masknn.convolutional.UBlock method)
,
[1]
(asteroid.masknn.convolutional.UConvBlock method)
,
[1]
(asteroid.masknn.norms.ChanLN method)
,
[1]
(asteroid.masknn.norms.CumLN method)
,
[1]
(asteroid.masknn.norms.FeatsGlobLN method)
,
[1]
(asteroid.masknn.norms.GlobLN method)
,
[1]
(asteroid.masknn.recurrent.DPRNN method)
,
[1]
(asteroid.masknn.recurrent.DPRNNBlock method)
,
[1]
(asteroid.masknn.recurrent.LSTMMasker method)
(asteroid.masknn.recurrent.SingleRNN method)
,
[1]
(asteroid.masknn.recurrent.StackedResidualBiRNN method)
,
[1]
(asteroid.masknn.recurrent.StackedResidualRNN method)
,
[1]
(asteroid.models.base_models.BaseTasNet method)
,
[1]
FreeFB (class in asteroid.filterbanks)
(class in asteroid.filterbanks.free_fb)
,
[1]
freq_hz_2_erb_scale() (in module asteroid.filterbanks.multiphase_gammatone_fb)
,
[1]
from_mag_and_phase() (in module asteroid.filterbanks.transforms)
,
[1]
from_numpy() (in module asteroid.filterbanks.transforms)
,
[1]
from_pretrained() (asteroid.models.base_models.BaseTasNet class method)
,
[1]
from_torchaudio() (in module asteroid.filterbanks.transforms)
,
[1]
G
gammatone_impulse_response() (in module asteroid.filterbanks.multiphase_gammatone_fb)
,
[1]
gelu() (in module asteroid.masknn.activations)
,
[1]
generate_mpgtf() (in module asteroid.filterbanks.multiphase_gammatone_fb)
get (class in asteroid.filterbanks)
get() (in module asteroid.masknn.activations)
,
[1]
(in module asteroid.masknn.norms)
,
[1]
,
[2]
get_cache_dir() (in module asteroid.utils.hub_utils)
get_config() (asteroid.filterbanks.enc_dec.Filterbank method)
(asteroid.filterbanks.Filterbank method)
,
[1]
(asteroid.filterbanks.ParamSincFB method)
(asteroid.filterbanks.param_sinc_fb.ParamSincFB method)
,
[1]
(asteroid.masknn.DPRNN method)
(asteroid.masknn.DPTransformer method)
(asteroid.masknn.LSTMMasker method)
(asteroid.masknn.SuDORMRF method)
(asteroid.masknn.SuDORMRFImproved method)
(asteroid.masknn.TDConvNet method)
(asteroid.masknn.attention.DPTransformer method)
(asteroid.masknn.convolutional.SuDORMRF method)
(asteroid.masknn.convolutional.SuDORMRFImproved method)
(asteroid.masknn.convolutional.TDConvNet method)
(asteroid.masknn.convolutional.TDConvNetpp method)
(asteroid.masknn.recurrent.DPRNN method)
(asteroid.masknn.recurrent.LSTMMasker method)
get_correction_factor() (asteroid.losses.pmsqe.SingleSrcPMSQE static method)
(asteroid.losses.SingleSrcPMSQE static method)
,
[1]
get_deposition() (asteroid.models.zenodo.Zenodo method)
,
[1]
get_metrics() (in module asteroid.metrics)
,
[1]
get_pw_losses() (asteroid.losses.pit_wrapper.PITLossWrapper static method)
,
[1]
(asteroid.losses.PITLossWrapper static method)
,
[1]
get_username() (in module asteroid.models.publisher)
,
[1]
get_wav_random_start_stop() (in module asteroid.utils)
(in module asteroid.utils.generic_utils)
,
[1]
gLN (in module asteroid.masknn.norms)
,
[1]
GlobLN (class in asteroid.masknn.norms)
,
[1]
GlobLN() (in module asteroid.masknn.norms)
griffin_lim() (in module asteroid.filterbanks)
(in module asteroid.filterbanks.griffin_lim)
,
[1]
H
has_arg() (in module asteroid.utils)
(in module asteroid.utils.generic_utils)
,
[1]
I
ImprovedTransformedLayer (class in asteroid.masknn.attention)
inter_process() (asteroid.dsp.DualPathProcessing static method)
,
[1]
(asteroid.dsp.overlap_add.DualPathProcessing static method)
intra_process() (asteroid.dsp.DualPathProcessing static method)
,
[1]
(asteroid.dsp.overlap_add.DualPathProcessing static method)
isfloat() (in module asteroid.utils)
(in module asteroid.utils.parser_utils)
,
[1]
isint() (in module asteroid.utils)
(in module asteroid.utils.parser_utils)
,
[1]
L
LambdaOverlapAdd (class in asteroid.dsp)
,
[1]
(class in asteroid.dsp.overlap_add)
leaky_relu() (in module asteroid.masknn.activations)
,
[1]
linear() (in module asteroid.masknn.activations)
,
[1]
load_state_dict_in() (in module asteroid.utils.torch_utils)
,
[1]
loudness_computation() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
LSTMMasker (class in asteroid.masknn)
(class in asteroid.masknn.recurrent)
,
[1]
LSTMTasNet (class in asteroid.models)
(class in asteroid.models.lstm_tasnet)
M
magnitude_at_sll() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
make_enc_dec (class in asteroid.filterbanks)
make_enc_dec() (in module asteroid.filterbanks)
make_filters() (asteroid.filterbanks.param_sinc_fb.ParamSincFB method)
(asteroid.filterbanks.ParamSincFB method)
make_license_notice() (in module asteroid.models.publisher)
,
[1]
make_metadata_from_model() (in module asteroid.models.publisher)
,
[1]
misi() (in module asteroid.filterbanks)
(in module asteroid.filterbanks.griffin_lim)
,
[1]
mixture_consistency() (in module asteroid.dsp)
,
[1]
(in module asteroid.dsp.consistency)
mul_c() (in module asteroid.filterbanks.transforms)
,
[1]
MultiphaseGammatoneFB (class in asteroid.filterbanks)
(class in asteroid.filterbanks.multiphase_gammatone_fb)
,
[1]
multisrc_mse (in module asteroid.losses)
(in module asteroid.losses.mse)
multisrc_neg_sdsdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
multisrc_neg_sisdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
multisrc_neg_snr (in module asteroid.losses)
(in module asteroid.losses.sdr)
MultiSrcMSE (in module asteroid.losses.mse)
MultiSrcMSE() (in module asteroid.losses.mse)
MultiSrcNegSDR (class in asteroid.losses.sdr)
MultiSrcNegSDR() (in module asteroid.losses.sdr)
N
NegSTOILoss (class in asteroid.losses.stoi)
NegSTOILoss() (in module asteroid.losses.stoi)
nonpit_mse (in module asteroid.losses)
(in module asteroid.losses.mse)
nonpit_neg_sdsdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
nonpit_neg_sisdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
nonpit_neg_snr (in module asteroid.losses)
(in module asteroid.losses.sdr)
NonPitMSE (in module asteroid.losses.mse)
NonPitSDR (class in asteroid.losses.sdr)
norm1() (asteroid.losses.multi_scale_spectral.SingleSrcMultiScaleSpectral static method)
normalize_filters() (in module asteroid.filterbanks.multiphase_gammatone_fb)
,
[1]
nosrc_mse (in module asteroid.losses)
(in module asteroid.losses.mse)
nosrc_neg_sdsdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
nosrc_neg_sisdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
nosrc_neg_snr (in module asteroid.losses)
(in module asteroid.losses.sdr)
NoSrcMSE (class in asteroid.losses.mse)
NoSrcSDR (class in asteroid.losses.sdr)
O
ola_forward() (asteroid.dsp.LambdaOverlapAdd method)
,
[1]
(asteroid.dsp.overlap_add.LambdaOverlapAdd method)
P
pad_x_to_y() (in module asteroid.utils.torch_utils)
,
[1]
pairwise_mse (in module asteroid.losses)
(in module asteroid.losses.mse)
pairwise_neg_sdsdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
pairwise_neg_sisdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
pairwise_neg_snr (in module asteroid.losses)
(in module asteroid.losses.sdr)
PairwiseMSE (class in asteroid.losses.mse)
PairwiseMSE() (in module asteroid.losses.mse)
PairwiseNegSDR (class in asteroid.losses)
,
[1]
(class in asteroid.losses.sdr)
PairwiseNegSDR() (in module asteroid.losses.sdr)
ParamSincFB (class in asteroid.filterbanks)
(class in asteroid.filterbanks.param_sinc_fb)
,
[1]
parse_args_as_dict() (in module asteroid.utils)
(in module asteroid.utils.parser_utils)
,
[1]
per_frame_distortion() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
perfect_synthesis_window() (in module asteroid.filterbanks.stft_fb)
,
[1]
pinv_of() (asteroid.filterbanks.Decoder class method)
,
[1]
(asteroid.filterbanks.Encoder class method)
,
[1]
(asteroid.filterbanks.enc_dec.Decoder class method)
(asteroid.filterbanks.enc_dec.Encoder class method)
PITLossWrapper (class in asteroid.losses)
,
[1]
(class in asteroid.losses.pit_wrapper)
,
[1]
populate_constants() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
prelu() (in module asteroid.masknn.activations)
,
[1]
prepare_parser_from_dict() (in module asteroid.utils)
(in module asteroid.utils.parser_utils)
,
[1]
publish_deposition() (asteroid.models.zenodo.Zenodo method)
,
[1]
R
register_16k_constants() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
register_8k_constants() (asteroid.losses.pmsqe.SingleSrcPMSQE method)
(asteroid.losses.SingleSrcPMSQE method)
relu() (in module asteroid.masknn.activations)
,
[1]
remove_all_depositions() (asteroid.models.zenodo.Zenodo method)
,
[1]
remove_deposition() (asteroid.models.zenodo.Zenodo method)
,
[1]
reorder_source() (asteroid.losses.pit_wrapper.PITLossWrapper static method)
,
[1]
(asteroid.losses.PITLossWrapper static method)
,
[1]
S
save_publishable() (in module asteroid.models)
(in module asteroid.models.publisher)
,
[1]
separate() (asteroid.models.base_models.BaseTasNet method)
,
[1]
serialize() (asteroid.models.base_models.BaseTasNet method)
,
[1]
show_available_models() (in module asteroid)
sigmoid() (in module asteroid.masknn.activations)
,
[1]
SingleRNN (class in asteroid.masknn.recurrent)
,
[1]
SingleRNN() (in module asteroid.masknn.blocks)
singlesrc_mse (in module asteroid.losses)
(in module asteroid.losses.mse)
singlesrc_neg_sdsdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
singlesrc_neg_sisdr (in module asteroid.losses)
(in module asteroid.losses.sdr)
singlesrc_neg_snr (in module asteroid.losses)
(in module asteroid.losses.sdr)
SingleSrcMSE (class in asteroid.losses.mse)
SingleSrcMSE() (in module asteroid.losses.mse)
SingleSrcMultiScaleSpectral (class in asteroid.losses.multi_scale_spectral)
SingleSrcMultiScaleSpectral() (in module asteroid.losses.multi_scale_spectral)
SingleSrcNegSDR (class in asteroid.losses.sdr)
SingleSrcNegSDR() (in module asteroid.losses.sdr)
SingleSrcNegSTOI (in module asteroid.losses)
,
[1]
SingleSrcPMSQE (class in asteroid.losses)
,
[1]
(class in asteroid.losses.pmsqe)
SingleSrcPMSQE() (in module asteroid.losses.pmsqe)
softmax() (in module asteroid.masknn.activations)
StackedResidualBiRNN (class in asteroid.masknn.recurrent)
,
[1]
StackedResidualRNN (class in asteroid.masknn.recurrent)
,
[1]
STFTFB (class in asteroid.filterbanks)
(class in asteroid.filterbanks.stft_fb)
,
[1]
str2bool() (in module asteroid.utils)
(in module asteroid.utils.parser_utils)
,
[1]
str2bool_arg() (in module asteroid.utils)
(in module asteroid.utils.parser_utils)
,
[1]
str_int_float() (in module asteroid.utils)
(in module asteroid.utils.parser_utils)
,
[1]
SuDORMRF (class in asteroid.masknn)
(class in asteroid.masknn.convolutional)
,
[1]
SuDORMRFImproved (class in asteroid.masknn)
(class in asteroid.masknn.convolutional)
,
[1]
SuDORMRFImprovedNet (class in asteroid.models)
(class in asteroid.models.sudormrf)
SuDORMRFNet (class in asteroid.models)
(class in asteroid.models.sudormrf)
Swish (class in asteroid.masknn.activations)
swish() (in module asteroid.masknn.activations)
,
[1]
T
take_cat() (in module asteroid.filterbanks.transforms)
take_mag() (in module asteroid.filterbanks.transforms)
,
[1]
take_reim() (in module asteroid.filterbanks.transforms)
tanh() (in module asteroid.masknn.activations)
,
[1]
TDConvNet (class in asteroid.masknn)
(class in asteroid.masknn.convolutional)
,
[1]
TDConvNet() (in module asteroid.masknn.blocks)
TDConvNetpp (class in asteroid.masknn.convolutional)
,
[1]
tensors_to_device() (in module asteroid.utils)
(in module asteroid.utils.torch_utils)
,
[1]
to_cuda() (in module asteroid.utils)
(in module asteroid.utils.torch_utils)
,
[1]
to_hz() (asteroid.filterbanks.param_sinc_fb.ParamSincFB static method)
(asteroid.filterbanks.ParamSincFB static method)
to_mel() (asteroid.filterbanks.param_sinc_fb.ParamSincFB static method)
(asteroid.filterbanks.ParamSincFB static method)
to_numpy() (in module asteroid.filterbanks.transforms)
,
[1]
to_torchaudio() (in module asteroid.filterbanks.transforms)
,
[1]
two_level_dict_html() (in module asteroid.models.publisher)
,
[1]
U
UBlock (class in asteroid.masknn.convolutional)
,
[1]
UConvBlock (class in asteroid.masknn.convolutional)
,
[1]
unfold() (asteroid.dsp.DualPathProcessing method)
,
[1]
(asteroid.dsp.overlap_add.DualPathProcessing method)
upload_new_file_to_deposition() (asteroid.models.zenodo.Zenodo method)
,
[1]
upload_publishable() (in module asteroid.models)
(in module asteroid.models.publisher)
,
[1]
url_to_filename() (in module asteroid.utils.hub_utils)
,
[1]
V
VisibleDeprecationWarning
W
warn_deprecated() (asteroid.utils.deprecation_utils.DeprecationMixin method)
Z
Zenodo (class in asteroid.models.zenodo)
,
[1]
zenodo_upload() (in module asteroid.models.publisher)
,
[1]
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