Index

A

a (sample.psycho.GammatoneFilter property) a2db() (in module sample.utils.dsp) a_ (sample.hinge.HingeRegression property) a_weighting() (in module sample.psycho) add_keyword_arg() (in module sample.utils) additive_synth() (in module sample.sample) all_tracks_ (sample.sms.mm.ModalTracker property) (sample.sms.sm.SineTracker property)

AlmostNotABeatDecisor (class in sample.beatsdrop.decision) amp_loss (sample.beatsdrop.regression.DualBeatRegression property) amps() (sample.evaluation.random.BeatsGenerator method) amps_ (sample.sample.SAMPLE property) append() (sample.utils.learn.OptionalStorage method) audio() (sample.evaluation.random.BeatsGenerator method)

B

bandwidth (sample.psycho.GammatoneFilter property) bark2hz() (in module sample.psycho) Beat (class in sample.beatsdrop) beat_decisor (sample.beatsdrop.sample.SAMPLEBeatsDROP property) BeatDecisor (class in sample.beatsdrop.decision) BeatRegression (class in sample.beatsdrop.regression)

beatsdrop (sample.beatsdrop.sample.SAMPLEBeatsDROP property) beatsdrop_comparison() (in module sample.plots) BeatsGenerator (class in sample.evaluation.random) beta_twosides() (sample.evaluation.random.BeatsGenerator method) bin2f() (in module sample.utils.dsp) bounds (sample.beatsdrop.regression.BeatRegression property) (sample.hinge.HingeRegression property)

C

cams2hz() (in module sample.psycho) cochleagram() (in module sample.psycho) (sample.evaluation.metrics.CochleagramLoss method) CochleagramLoss (class in sample.evaluation.metrics) coeffs_ (sample.hinge.HingeRegression attribute)

coeffs_init (sample.hinge.HingeRegression property) comma_join_quote() (in module sample.utils) complex2db() (in module sample.utils.dsp) compute() (sample.beatsdrop.Beat method) convolve() (sample.psycho.GammatoneFilterbank method) (sample.psycho.GammatoneFilterbank.PrecomputedIRBank method)

D

db2a() (in module sample.utils.dsp) deactivate() (sample.sms.mm.ModalTracker method) (sample.sms.sm.SineTracker method) decays() (sample.evaluation.random.BeatsGenerator method) decays_ (sample.sample.SAMPLE property) decide_beat() (sample.beatsdrop.decision.AlmostNotABeatDecisor method) (sample.beatsdrop.decision.BeatDecisor method) default_kws() (in module sample.utils)

default_property() (in module sample.utils.learn) deprecated_argument() (in module sample.utils) detrend() (in module sample.utils.dsp) df() (sample.sms.sm.SineTracker method) dft() (in module sample.sms.dsp) dft_frames() (sample.sms.sm.SinusoidalModel method) dt() (sample.beatsdrop.ExponentialDecay method) DualBeatRegression (class in sample.beatsdrop.regression) dychotomic_zero_crossing() (in module sample.utils.dsp)

E

energies_ (sample.sample.SAMPLE property) envelope() (sample.psycho.GammatoneFilter method)

erb() (in module sample.psycho) expi() (in module sample.utils.dsp) ExponentialDecay (class in sample.beatsdrop)

F

f2bin() (in module sample.utils.dsp) fft2autocorrelogram() (in module sample.utils.dsp) fit() (sample.beatsdrop.regression.BeatRegression method) (sample.beatsdrop.regression.DualBeatRegression method) (sample.hinge.HingeRegression method) (sample.sample.SAMPLE method) (sample.sms.sm.SinusoidalModel method) frame_rate (sample.sms.sm.SineTracker property) (sample.sms.sm.SinusoidalModel property)

freq_diff_function (sample.sms.mm.ModalTracker property) freq_loss (sample.beatsdrop.regression.DualBeatRegression property) freqs() (sample.evaluation.random.BeatsGenerator method) freqs_ (sample.sample.SAMPLE property) fs (sample.sms.sm.SinusoidalModel property) function_variant() (in module sample.utils) function_with_variants() (in module sample.utils)

G

GammatoneFilter (class in sample.psycho) GammatoneFilterbank (class in sample.psycho) GammatoneFilterbank.PrecomputedIRBank (class in sample.psycho)

get_state() (sample.utils.learn.OptionalStorage method) gp_minimize() (sample.optimize.SAMPLEOptimizer method) group_delay (sample.psycho.GammatoneFilter property)

H

h (sample.sms.sm.SinusoidalModel property) hinge_function() (in module sample.hinge) HingeRegression (class in sample.hinge)

hwr() (in module sample.psycho) hz2bark() (in module sample.psycho) hz2cams() (in module sample.psycho) hz2mel() (in module sample.psycho)

I

intermediate (sample.beatsdrop.decision.BeatDecisor property) (sample.sms.sm.SinusoidalModel property)

ir() (sample.psycho.GammatoneFilter method) ir_size() (sample.psycho.GammatoneFilter method)

K

k_ (sample.beatsdrop.regression.BeatRegression property) (sample.hinge.HingeRegression property)

L

lin_log_spectral_loss() (in module sample.evaluation.metrics) linear_regressor (sample.hinge.HingeRegression property) local_maxima() (in module sample.utils.dsp) lombscargle_as_fft() (in module sample.utils.dsp)

lombscargle_autocorrelogram() (in module sample.utils.dsp) loss() (sample.optimize.SAMPLEOptimizer method) lp_distance() (in module sample.evaluation.metrics) (sample.evaluation.metrics.CochleagramLoss method)

M

mel2hz() (in module sample.psycho) mel_spectrogram() (in module sample.psycho) mel_triangular_filterbank() (in module sample.psycho) min_key() (in module sample.sms.sm) min_sine_len (sample.sms.sm.SineTracker property) modal_energy() (in module sample.sample) ModalBeat (class in sample.beatsdrop) ModalModel (class in sample.sms.mm) ModalTracker (class in sample.sms.mm) mode_argsort_() (sample.sample.SAMPLE method) model (sample.optimize.SAMPLEOptimizer property) module sample sample.beatsdrop sample.beatsdrop.decision sample.beatsdrop.regression sample.beatsdrop.sample sample.evaluation sample.evaluation.metrics sample.evaluation.random sample.hinge sample.optimize sample.plots sample.psycho sample.sample sample.sms sample.sms.dsp sample.sms.mm sample.sms.sm sample.utils sample.utils.dsp sample.utils.learn

multiscale_spectral_loss() (in module sample.evaluation.metrics) MultiScaleSpectralLoss (class in sample.evaluation.metrics)

N

n_active_tracks (sample.sms.sm.SineTracker property) n_windows() (in module sample.utils.dsp) NamedCallable (class in sample.utils) NamedObject (class in sample.utils) NamedObjectMeta (class in sample.utils) noise() (sample.evaluation.random.BeatsGenerator method)

noise_amp (sample.evaluation.random.BeatsGenerator property) normalize() (in module sample.utils.dsp) Numpy2Paragraph (class in sample.utils) numpy_id() (in module sample.utils) numpy_out() (in module sample.utils) numpy_track() (sample.sms.sm.SineTracker static method)

O

onset_detection() (in module sample.utils.dsp) onset_selection() (in module sample.utils.dsp) OptionalStorage (class in sample.utils.learn)

output_beat_params() (sample.beatsdrop.decision.BeatDecisor method) output_params() (sample.beatsdrop.decision.BeatDecisor method) overlapping_windows() (in module sample.utils.dsp)

P

pad_input() (sample.sms.sm.SinusoidalModel method) param_matrix_ (sample.beatsdrop.sample.SAMPLEBeatsDROP attribute) (sample.sample.SAMPLE attribute) params_init (sample.beatsdrop.regression.BeatRegression property) peak_detect() (in module sample.sms.dsp) peak_detect_interp() (in module sample.sms.dsp) peak_refine() (in module sample.sms.dsp)

phases_ (sample.beatsdrop.sample.SAMPLEBeatsDROP property) phi (sample.psycho.GammatoneFilter property) precompute() (sample.psycho.GammatoneFilterbank method) predict() (sample.beatsdrop.regression.BeatRegression method) (sample.beatsdrop.sample.SAMPLEBeatsDROP method) (sample.hinge.HingeRegression method) (sample.sample.SAMPLE method)

Q

q_ (sample.beatsdrop.regression.BeatRegression property) (sample.hinge.HingeRegression property)

R

raw_group_delay (sample.psycho.GammatoneFilter property) regressor (sample.sample.SAMPLE property) reset() (sample.optimize.TqdmCallback method) (sample.sms.sm.SineTracker method) (sample.utils.learn.OptionalStorage method)

result_ (sample.hinge.HingeRegression attribute) resynthesis() (in module sample.plots)

S

sample module SAMPLE (class in sample.sample) sample.beatsdrop module sample.beatsdrop.decision module sample.beatsdrop.regression module sample.beatsdrop.sample module sample.evaluation module sample.evaluation.metrics module sample.evaluation.random module sample.hinge module sample.optimize module sample.plots module sample.psycho module sample.sample module sample.sms module sample.sms.dsp module sample.sms.mm module

sample.sms.sm module sample.utils module sample.utils.dsp module sample.utils.learn module sample_kwargs_remapper() (in module sample.optimize) SAMPLEBeatsDROP (class in sample.beatsdrop.sample) SAMPLEDeprecationWarning SAMPLEOptimizer (class in sample.optimize) sdt_params_() (sample.sample.SAMPLE method) semidiff (sample.utils.Numpy2Paragraph attribute) semisum (sample.utils.Numpy2Paragraph attribute) set_params() (sample.sample.SAMPLE method) (sample.sms.mm.ModalModel method) (sample.sms.sm.SinusoidalModel method) sine_amp (sample.evaluation.random.BeatsGenerator property) sine_tracking_2d() (in module sample.plots) sine_tracking_3d() (in module sample.plots) SineTracker (class in sample.sms.sm) sinusoidal (sample.sample.SAMPLE property) SinusoidalModel (class in sample.sms.sm) snr_amp (sample.evaluation.random.BeatsGenerator property) sort_params() (in module sample.beatsdrop.regression) spectral_flux() (in module sample.utils.dsp) spectral_flux_from_tf() (in module sample.utils.dsp) start() (sample.optimize.TqdmCallback method) started (sample.optimize.TqdmCallback property) stft2mel() (in module sample.psycho) strided_convolution() (in module sample.utils.dsp) strided_convolution_complex_kernel() (in module sample.utils.dsp) strip_n (sample.sms.mm.ModalTracker property)

T

t60() (sample.psycho.GammatoneFilter method) t_c (sample.psycho.GammatoneFilter property) tf_plot() (in module sample.plots) time_frames() (sample.sms.sm.SinusoidalModel method) TqdmCallback (class in sample.optimize) track_ok() (sample.sms.mm.ModalTracker method) (sample.sms.sm.SineTracker method)

track_params() (sample.beatsdrop.decision.BeatDecisor method) tracker (sample.sms.mm.ModalModel property) (sample.sms.sm.SinusoidalModel property) tracks_ (sample.sms.sm.SineTracker attribute) (sample.sms.sm.SinusoidalModel property)

V

variables (sample.beatsdrop.Beat property)

W

w (sample.sms.sm.SinusoidalModel property) w_ (sample.sms.mm.ModalModel attribute) (sample.sms.sm.SinusoidalModel attribute)

warnings_simplefilter() (in module sample.utils) wavefun() (sample.psycho.GammatoneFilter method)