Index

A

Accelerator (class in audiotools.ml.accelerator) add() (audiotools.preference.Player method) align_lists() (in module audiotools.data.datasets) alter_drr() (audiotools.core.effects.ImpulseResponseMixin method) apply_codec() (audiotools.core.effects.EffectMixin method) apply_filter() (audiotools.core.loudness.Meter method) apply_filter_cpu() (audiotools.core.loudness.Meter method) apply_filter_gpu() (audiotools.core.loudness.Meter method) apply_ir() (audiotools.core.effects.EffectMixin method) apply_mask() (audiotools.data.transforms.BaseTransform static method) audio_data (audiotools.core.audio_signal.AudioSignal property) audio_table() (in module audiotools.post) AudioDataset (class in audiotools.data.datasets) AudioLoader (class in audiotools.data.datasets) AudioSignal (class in audiotools.core.audio_signal) audiotools.core.audio_signal module audiotools.core.display module audiotools.core.dsp module audiotools.core.effects module audiotools.core.ffmpeg module audiotools.core.loudness module audiotools.core.playback module

audiotools.core.util module audiotools.data.datasets module audiotools.data.preprocess module audiotools.data.transforms module audiotools.metrics.distance module audiotools.metrics.quality module audiotools.metrics.spectral module audiotools.ml.accelerator module audiotools.ml.decorators module audiotools.ml.experiment module audiotools.ml.layers.base module audiotools.ml.layers.spectral_gate module audiotools.post module audiotools.preference module autocast() (audiotools.ml.accelerator.Accelerator method)

B

BackgroundNoise (class in audiotools.data.transforms) backward() (audiotools.ml.accelerator.Accelerator method) BaseModel (class in audiotools.ml.layers.base)

BaseTransform (class in audiotools.data.transforms) batch() (audiotools.core.audio_signal.AudioSignal class method) batch_instantiate() (audiotools.data.transforms.BaseTransform method) batch_size (audiotools.core.audio_signal.AudioSignal property)

C

chdir() (in module audiotools.core.util) Choose (class in audiotools.data.transforms) choose_from_list_of_lists() (in module audiotools.core.util) clip_distortion() (audiotools.core.effects.EffectMixin method) ClippingDistortion (class in audiotools.data.transforms) clone() (audiotools.core.audio_signal.AudioSignal method) CODEC_PRESETS (audiotools.core.effects.EffectMixin attribute) collate() (audiotools.data.datasets.AudioDataset static method) (in module audiotools.core.util) collect_windows() (audiotools.core.dsp.DSPMixin method) Compose (class in audiotools.data.transforms) compute_stft_padding() (audiotools.core.audio_signal.AudioSignal method)

ConcatDataset (class in audiotools.data.datasets) consoles (audiotools.ml.decorators.Tracker attribute) convolve() (audiotools.core.effects.EffectMixin method) copy() (audiotools.core.audio_signal.AudioSignal method) corrupt_phase() (audiotools.core.dsp.DSPMixin method) CorruptPhase (class in audiotools.data.transforms) cpu() (audiotools.core.audio_signal.AudioSignal method) create() (audiotools.preference.Player method) create_csv() (in module audiotools.data.preprocess) create_tracker() (in module audiotools.preference) CrossTalk (class in audiotools.data.transforms) cuda() (audiotools.core.audio_signal.AudioSignal method)

D

data_source (audiotools.data.datasets.ResumableSequentialSampler attribute) decompose_ir() (audiotools.core.effects.ImpulseResponseMixin method) deepcopy() (audiotools.core.audio_signal.AudioSignal method) default_list() (in module audiotools.ml.decorators) default_matcher() (in module audiotools.data.datasets) detach() (audiotools.core.audio_signal.AudioSignal method) device (audiotools.core.audio_signal.AudioSignal property) (audiotools.ml.layers.base.BaseModel property)

disp() (in module audiotools.post) DisplayMixin (class in audiotools.core.display) done() (audiotools.ml.decorators.Tracker method), [1] DSPMixin (class in audiotools.core.dsp) duration (audiotools.core.audio_signal.AudioSignal property) (audiotools.core.util.Info property)

E

EffectMixin (class in audiotools.core.effects) embed() (audiotools.core.playback.PlayMixin method) ensure_max_of_audio() (audiotools.core.effects.EffectMixin method) ensure_tensor() (in module audiotools.core.util)

Equalizer (class in audiotools.data.transforms) equalizer() (audiotools.core.effects.EffectMixin method) excerpt() (audiotools.core.audio_signal.AudioSignal class method) Experiment (class in audiotools.ml.experiment) EXTERN (audiotools.ml.layers.base.BaseModel attribute)

F

ffmpeg_loudness() (audiotools.core.ffmpeg.FFMPEGMixin method) ffmpeg_resample() (audiotools.core.ffmpeg.FFMPEGMixin method) FFMPEGMixin (class in audiotools.core.ffmpeg) ffprobe_offset() (in module audiotools.core.ffmpeg) filter() (audiotools.data.transforms.Compose method) filter_class (audiotools.core.loudness.Meter property) filter_completed() (audiotools.preference.Samples method) find_audio() (in module audiotools.core.util) float() (audiotools.core.audio_signal.AudioSignal method) format_figure() (in module audiotools.core.display) (in module audiotools.core.util)

forward() (audiotools.core.loudness.Meter method) (audiotools.metrics.distance.L1Loss method) (audiotools.metrics.distance.SISDRLoss method) (audiotools.metrics.spectral.MelSpectrogramLoss method) (audiotools.metrics.spectral.MultiScaleSTFTLoss method) (audiotools.metrics.spectral.PhaseLoss method) (audiotools.ml.layers.spectral_gate.SpectralGate method) FrequencyMask (class in audiotools.data.transforms) FrequencyNoise (class in audiotools.data.transforms)

G

GAIN_FACTOR (audiotools.core.effects.EffectMixin attribute) generate_chord_dataset() (in module audiotools.core.util) generate_exp_name() (audiotools.ml.experiment.Experiment static method) get_dct() (audiotools.core.audio_signal.AudioSignal static method)

get_mel_filters() (audiotools.core.audio_signal.AudioSignal static method) get_next_sample() (audiotools.preference.Samples method) get_updates() (audiotools.preference.Samples method) get_window() (audiotools.core.audio_signal.AudioSignal static method) GlobalVolumeNorm (class in audiotools.data.transforms)

H

hash() (audiotools.core.audio_signal.AudioSignal method) high_pass() (audiotools.core.dsp.DSPMixin method) HighPass (class in audiotools.data.transforms)

history (audiotools.ml.decorators.Tracker attribute) hop_length (audiotools.core.audio_signal.STFTParams attribute) hz_to_bin() (in module audiotools.core.util)

I

Identity (class in audiotools.data.transforms) ImpulseResponseMixin (class in audiotools.core.effects) in_notebook() (in module audiotools.post) Info (class in audiotools.core.util) info() (in module audiotools.core.util)

instantiate() (audiotools.data.transforms.BaseTransform method) integrated_loudness() (audiotools.core.loudness.Meter method) INTERN (audiotools.ml.layers.base.BaseModel attribute) InvertPhase (class in audiotools.data.transforms) is_best() (audiotools.ml.decorators.Tracker method), [1] istft() (audiotools.core.audio_signal.AudioSignal method)

L

L1Loss (class in audiotools.metrics.distance) length (audiotools.core.audio_signal.AudioSignal property) live (audiotools.ml.decorators.Tracker attribute) load() (audiotools.ml.layers.base.BaseModel class method) load_from_array() (audiotools.core.audio_signal.AudioSignal method) load_from_file() (audiotools.core.audio_signal.AudioSignal method) load_from_file_with_ffmpeg() (audiotools.core.ffmpeg.FFMPEGMixin class method)

load_from_folder() (audiotools.ml.layers.base.BaseModel class method) load_state_dict() (audiotools.ml.decorators.Tracker method), [1] log() (audiotools.ml.decorators.Tracker method), [1] log_magnitude() (audiotools.core.audio_signal.AudioSignal method) loudness() (audiotools.core.loudness.LoudnessMixin method) LoudnessMixin (class in audiotools.core.loudness) low_pass() (audiotools.core.dsp.DSPMixin method) LowPass (class in audiotools.data.transforms)

M

magnitude (audiotools.core.audio_signal.AudioSignal property) markdown() (audiotools.core.audio_signal.AudioSignal method) mask_frequencies() (audiotools.core.dsp.DSPMixin method) mask_low_magnitudes() (audiotools.core.dsp.DSPMixin method) mask_timesteps() (audiotools.core.dsp.DSPMixin method) MaskLowMagnitudes (class in audiotools.data.transforms) match_stride (audiotools.core.audio_signal.STFTParams attribute) Mean (class in audiotools.ml.decorators) measure_drr() (audiotools.core.effects.ImpulseResponseMixin method) mel_filterbank() (audiotools.core.effects.EffectMixin method) mel_spectrogram() (audiotools.core.audio_signal.AudioSignal method) MelSpectrogramLoss (class in audiotools.metrics.spectral) Meter (class in audiotools.core.loudness) metrics (audiotools.ml.decorators.Tracker attribute) mfcc() (audiotools.core.audio_signal.AudioSignal method) MIN_LOUDNESS (audiotools.core.loudness.LoudnessMixin attribute) mix() (audiotools.core.effects.EffectMixin method) module audiotools.core.audio_signal audiotools.core.display audiotools.core.dsp audiotools.core.effects audiotools.core.ffmpeg audiotools.core.loudness audiotools.core.playback audiotools.core.util audiotools.data.datasets audiotools.data.preprocess audiotools.data.transforms audiotools.metrics.distance audiotools.metrics.quality audiotools.metrics.spectral audiotools.ml.accelerator audiotools.ml.decorators audiotools.ml.experiment audiotools.ml.layers.base audiotools.ml.layers.spectral_gate audiotools.post audiotools.preference

mulaw_quantization() (audiotools.core.effects.EffectMixin method) MuLawQuantization (class in audiotools.data.transforms) MultiScaleSTFTLoss (class in audiotools.metrics.spectral)

N

NoiseFloor (class in audiotools.data.transforms) normalize() (audiotools.core.effects.EffectMixin method)

num_channels (audiotools.core.audio_signal.AudioSignal property) num_frames (audiotools.core.util.Info attribute) numpy() (audiotools.core.audio_signal.AudioSignal method)

O

overlap_and_add() (audiotools.core.dsp.DSPMixin method)

P

padding_type (audiotools.core.audio_signal.STFTParams attribute) path_to_input_file (audiotools.core.audio_signal.AudioSignal property) pbar (audiotools.ml.decorators.Tracker attribute) pesq() (in module audiotools.metrics.quality) phase (audiotools.core.audio_signal.AudioSignal property) PhaseLoss (class in audiotools.metrics.spectral) pitch_shift() (audiotools.core.effects.EffectMixin method) play() (audiotools.core.playback.PlayMixin method) (in module audiotools.preference)

Player (class in audiotools.preference) PlayMixin (class in audiotools.core.playback) preemphasis() (audiotools.core.dsp.DSPMixin method) prepare_batch() (in module audiotools.core.util) prepare_dataloader() (audiotools.ml.accelerator.Accelerator method) prepare_model() (audiotools.ml.accelerator.Accelerator method) print() (audiotools.ml.decorators.Tracker method), [1] progress() (audiotools.preference.Samples method)

Q

Quantization (class in audiotools.data.transforms)

quantization() (audiotools.core.effects.EffectMixin method)

R

r128stats() (in module audiotools.core.ffmpeg) random_state() (in module audiotools.core.util) rank (audiotools.ml.decorators.Tracker attribute) read_sources() (in module audiotools.core.util) reduction (audiotools.metrics.distance.L1Loss attribute) Repeat (class in audiotools.data.transforms)

RepeatUpTo (class in audiotools.data.transforms) resample() (audiotools.core.audio_signal.AudioSignal method) RescaleAudio (class in audiotools.data.transforms) reset() (audiotools.ml.decorators.Mean method) ResumableDistributedSampler (class in audiotools.data.datasets) ResumableSequentialSampler (class in audiotools.data.datasets) RoomImpulseResponse (class in audiotools.data.transforms)

S

salient_excerpt() (audiotools.core.audio_signal.AudioSignal class method) sample_from_dist() (in module audiotools.core.util) sample_rate (audiotools.core.util.Info attribute) samples (audiotools.core.audio_signal.AudioSignal property) Samples (class in audiotools.preference) save() (audiotools.ml.layers.base.BaseModel method) save_image() (audiotools.core.display.DisplayMixin method) save_result() (in module audiotools.preference) save_to_folder() (audiotools.ml.layers.base.BaseModel method) seed() (in module audiotools.core.util) shape (audiotools.core.audio_signal.AudioSignal property) shift_phase() (audiotools.core.dsp.DSPMixin method) ShiftPhase (class in audiotools.data.transforms) signal_duration (audiotools.core.audio_signal.AudioSignal property) signal_length (audiotools.core.audio_signal.AudioSignal property) Silence (class in audiotools.data.transforms)

SISDRLoss (class in audiotools.metrics.distance) Smoothing (class in audiotools.data.transforms) snapshot() (audiotools.ml.experiment.Experiment method) solve_alpha() (audiotools.core.effects.ImpulseResponseMixin static method) specshow() (audiotools.core.display.DisplayMixin method) SpectralDenoising (class in audiotools.data.transforms) SpectralGate (class in audiotools.ml.layers.spectral_gate) SpectralTransform (class in audiotools.data.transforms) state_dict() (audiotools.ml.decorators.Tracker method), [1] step (audiotools.ml.decorators.Tracker attribute) step() (audiotools.ml.accelerator.Accelerator method) stft() (audiotools.core.audio_signal.AudioSignal method) stft_data (audiotools.core.audio_signal.AudioSignal property) stft_params (audiotools.core.audio_signal.AudioSignal property) STFTParams (class in audiotools.core.audio_signal) stoi() (in module audiotools.metrics.quality)

T

tasks (audiotools.ml.decorators.Tracker attribute) time_stretch() (audiotools.core.effects.EffectMixin method) TimeMask (class in audiotools.data.transforms) TimeNoise (class in audiotools.data.transforms) timer() (in module audiotools.ml.decorators) to() (audiotools.core.audio_signal.AudioSignal method) to_list() (audiotools.preference.Player method) to_mono() (audiotools.core.audio_signal.AudioSignal method) track() (audiotools.ml.decorators.Tracker method), [1] Tracker (class in audiotools.ml.decorators) training (audiotools.core.loudness.Meter attribute) (audiotools.metrics.distance.SISDRLoss attribute) (audiotools.metrics.spectral.MelSpectrogramLoss attribute) (audiotools.metrics.spectral.MultiScaleSTFTLoss attribute) (audiotools.metrics.spectral.PhaseLoss attribute) (audiotools.ml.layers.base.BaseModel attribute) (audiotools.ml.layers.spectral_gate.SpectralGate attribute)

transform() (audiotools.data.transforms.BaseTransform method) (audiotools.data.transforms.SpectralTransform method) trim() (audiotools.core.audio_signal.AudioSignal method) truncate_samples() (audiotools.core.audio_signal.AudioSignal method) tt() (in module audiotools.data.transforms)

U

unwrap() (audiotools.ml.accelerator.Accelerator static method) update() (audiotools.ml.accelerator.Accelerator method) (audiotools.ml.decorators.Mean method) (audiotools.ml.decorators.Tracker method), [1]

V

visqol() (in module audiotools.metrics.quality) volume_change() (audiotools.core.effects.EffectMixin method)

VolumeChange (class in audiotools.data.transforms) VolumeNorm (class in audiotools.data.transforms)

W

wave() (audiotools.core.audio_signal.AudioSignal class method) waveplot() (audiotools.core.display.DisplayMixin method) wavespec() (audiotools.core.display.DisplayMixin method) when() (in module audiotools.ml.decorators) widget() (audiotools.core.playback.PlayMixin method)

window_length (audiotools.core.audio_signal.STFTParams attribute) window_type (audiotools.core.audio_signal.STFTParams attribute) windows() (audiotools.core.dsp.DSPMixin method) write() (audiotools.core.audio_signal.AudioSignal method) write_audio_to_tb() (audiotools.core.display.DisplayMixin method) writer (audiotools.ml.decorators.Tracker attribute)

Z

zero_pad() (audiotools.core.audio_signal.AudioSignal method)

zero_pad_to() (audiotools.core.audio_signal.AudioSignal method) zeros() (audiotools.core.audio_signal.AudioSignal class method)