Index

B

bandpass_filter() (in module nnsvs.dsp) BaseModel (class in nnsvs.base) BaseSVS (class in nnsvs.svs)

batch_by_size() (in module nnsvs.train_util) BiLSTMMDNNonAttentiveDecoder (class in nnsvs.acoustic_models) BiLSTMNonAttentiveDecoder (class in nnsvs.acoustic_models) BiLSTMResF0NonAttentiveDecoder (class in nnsvs.acoustic_models)

C

cent_to_hz_based_c4() (in module nnsvs.pitch) collate_fn_default() (in module nnsvs.train_util) collate_fn_random_segments() (in module nnsvs.train_util) compute_batch_pitch_regularization_weight() (in module nnsvs.train_util) compute_distortions() (in module nnsvs.train_util) compute_pitch_regularization_weight() (in module nnsvs.train_util)

Conv1dResnet (class in nnsvs.model) Conv1dResnetMDN (class in nnsvs.model) Conv1dResnetSAR (class in nnsvs.model) Conv2dD (class in nnsvs.discriminators) Conv2dPostFilter (class in nnsvs.postfilters) correct_vuv_by_phone() (in module nnsvs.gen) create_svs_engine() (in module nnsvs.pretrained)

D

DETERMINISTIC (nnsvs.base.PredictionType attribute) DIFFUSION (nnsvs.base.PredictionType attribute)

dim_wise (nnsvs.mdn.MDNLayer attribute) dynamic_import() (in module nnsvs.util)

E

ensure_divisible_by() (in module nnsvs.train_util) example_xml_file() (in module nnsvs.util)

extract_vibrato_likelihood() (in module nnsvs.pitch) extract_vibrato_parameters() (in module nnsvs.pitch)

F

FFConvLSTM (class in nnsvs.model) FFN (class in nnsvs.model)

forward() (nnsvs.base.BaseModel method) (nnsvs.mdn.MDNLayer method)

G

gen_sine_vibrato() (in module nnsvs.pitch) gen_spsvs_static_features() (in module nnsvs.gen) gen_world_params() (in module nnsvs.gen) get_available_model_ids() (in module nnsvs.pretrained) get_data_loaders() (in module nnsvs.train_util) get_note_frame_indices() (in module nnsvs.io.hts) get_note_indices() (in module nnsvs.io.hts) get_num_phrases() (nnsvs.svs.NEUTRINO method)

get_phraselist() (nnsvs.svs.NEUTRINO method) get_pitch_index() (in module nnsvs.io.hts) get_pitch_indices() (in module nnsvs.io.hts) get_static_features() (in module nnsvs.multistream) get_static_stream_sizes() (in module nnsvs.multistream) get_windows() (in module nnsvs.gen) (in module nnsvs.multistream) get_world_stream_info() (in module nnsvs.util)

H

has_residual_lf0_prediction() (nnsvs.base.BaseModel method)

hz_to_cent_based_c4() (in module nnsvs.pitch)

I

in_dim (nnsvs.mdn.MDNLayer attribute) inference() (nnsvs.base.BaseModel method)

init_seed() (in module nnsvs.util) init_weights() (in module nnsvs.util) is_autoregressive() (nnsvs.base.BaseModel method)

L

load_utt_list() (in module nnsvs.util) lowpass_filter() (in module nnsvs.dsp)

LSTMEncoder (class in nnsvs.model) LSTMRNN (class in nnsvs.model) LSTMRNNSAR (class in nnsvs.model)

M

make_non_pad_mask() (in module nnsvs.util) make_pad_mask() (in module nnsvs.util) MDN (class in nnsvs.model) mdn_get_most_probable_sigma_and_mu() (in module nnsvs.mdn) mdn_get_sample() (in module nnsvs.mdn) mdn_loss() (in module nnsvs.mdn) MDNLayer (class in nnsvs.mdn) MDNMultistreamSeparateF0MelModel (class in nnsvs.acoustic_models) MDNNonAttentiveDecoder (class in nnsvs.acoustic_models) MDNResF0NonAttentiveDecoder (class in nnsvs.acoustic_models) MDNv2 (class in nnsvs.model) MinMaxScaler (class in nnsvs.util) module nnsvs.acoustic_models nnsvs.base nnsvs.discriminators nnsvs.dsp nnsvs.gen nnsvs.io.hts nnsvs.mdn nnsvs.model nnsvs.multistream nnsvs.pitch nnsvs.postfilters nnsvs.pretrained nnsvs.svs nnsvs.train_util nnsvs.util

multi_stream_mlpg() (in module nnsvs.multistream) MULTISTREAM_HYBRID (nnsvs.base.PredictionType attribute) MultistreamPostFilter (class in nnsvs.postfilters) MultistreamSeparateF0MelModel (class in nnsvs.acoustic_models) MultistreamSeparateF0ParametricModel (class in nnsvs.acoustic_models) musicxml2label() (nnsvs.svs.NEUTRINO class method)

N

NEUTRINO (class in nnsvs.svs) nnsvs.acoustic_models module nnsvs.base module nnsvs.discriminators module nnsvs.dsp module nnsvs.gen module nnsvs.io.hts module nnsvs.mdn module nnsvs.model module nnsvs.multistream module

nnsvs.pitch module nnsvs.postfilters module nnsvs.pretrained module nnsvs.svs module nnsvs.train_util module nnsvs.util module NonAttentiveDecoder (class in nnsvs.acoustic_models) nonzero_segments() (in module nnsvs.pitch) note_segments() (in module nnsvs.train_util) NPSSMDNMultistreamParametricModel (class in nnsvs.acoustic_models) NPSSMultistreamParametricModel (class in nnsvs.acoustic_models) num_gaussians (nnsvs.mdn.MDNLayer attribute) num_trainable_params() (in module nnsvs.train_util)

O

out_dim (nnsvs.mdn.MDNLayer attribute)

P

pad_2d() (in module nnsvs.util) plot_spsvs_params() (in module nnsvs.train_util) postprocess_acoustic() (in module nnsvs.gen) (nnsvs.svs.SPSVS method) postprocess_duration() (in module nnsvs.gen) (nnsvs.svs.SPSVS method) postprocess_waveform() (in module nnsvs.gen) (nnsvs.svs.SPSVS method) predict_acoustic() (in module nnsvs.gen) (nnsvs.svs.NEUTRINO method) (nnsvs.svs.SPSVS method) predict_duration() (in module nnsvs.gen) (nnsvs.svs.SPSVS method)

predict_timelag() (in module nnsvs.gen) (nnsvs.svs.SPSVS method) predict_timing() (in module nnsvs.gen) (nnsvs.svs.SPSVS method) predict_waveform() (in module nnsvs.gen) (nnsvs.svs.NEUTRINO method) (nnsvs.svs.SPSVS method) prediction_type() (nnsvs.base.BaseModel method) PredictionType (class in nnsvs.base) preprocess_target() (nnsvs.base.BaseModel method) PROBABILISTIC (nnsvs.base.PredictionType attribute) PyTorchStandardScaler (class in nnsvs.util)

R

ResF0Conv1dResnet (class in nnsvs.acoustic_models) ResF0NonAttentiveDecoder (class in nnsvs.acoustic_models) ResF0VariancePredictor (class in nnsvs.acoustic_models)

ResSkipF0FFConvLSTM (class in nnsvs.acoustic_models) retrieve_pretrained_model() (in module nnsvs.pretrained) RMDN (class in nnsvs.model)

S

save_checkpoint() (in module nnsvs.train_util) select_streams() (in module nnsvs.multistream) set_device() (nnsvs.svs.SPSVS method) setup() (in module nnsvs.train_util) split_streams() (in module nnsvs.multistream)

SPSVS (class in nnsvs.svs) StandardScaler (class in nnsvs.util) svs() (nnsvs.svs.BaseSVS method) (nnsvs.svs.NEUTRINO method) (nnsvs.svs.SPSVS method)

T

TransformerEncoder (class in nnsvs.model)

V

variance_scaling() (in module nnsvs.postfilters)

VariancePredictor (class in nnsvs.model)