SYMBOL INDEX (112 symbols across 15 files)

FILE: bddm/loader/dataset.py
  class SpectrogramDataset (line 27) | class SpectrogramDataset(data.Dataset):
    method __init__ (line 29) | def __init__(self, data_dir, n_gpus, is_sampling, sampling_rate,
    method reset (line 78) | def reset(self):
    method find_all_wavs_in_dir (line 93) | def find_all_wavs_in_dir(self, data_dir):
    method find_all_mels_in_dir (line 107) | def find_all_mels_in_dir(self, data_dir):
    method crop_audio_and_mel (line 119) | def crop_audio_and_mel(self, audio, mel_spec):
    method __getitem__ (line 149) | def __getitem__(self, index):
    method __len__ (line 208) | def __len__(self):
  function create_train_and_valid_dataloader (line 220) | def create_train_and_valid_dataloader(config):
  function create_generation_dataloader (line 259) | def create_generation_dataloader(config):

FILE: bddm/loader/stft.py
  class STFT (line 43) | class STFT(nn.Module):
    method __init__ (line 45) | def __init__(self, filter_length=800, hop_length=200, win_length=800,
    method transform (line 78) | def transform(self, input_data):
    method forward (line 108) | def forward(self, input_data):
  class TacotronSTFT (line 114) | class TacotronSTFT(nn.Module):
    method __init__ (line 118) | def __init__(self, filter_length=1024, hop_length=256, win_length=1024,
    method spectral_normalize (line 130) | def spectral_normalize(self, x):
    method spectral_de_normalize (line 133) | def spectral_de_normalize(self, x):
    method mel_spectrogram (line 136) | def mel_spectrogram(self, y):

FILE: bddm/models/__init__.py
  function get_score_network (line 18) | def get_score_network(config):
  function get_schedule_network (line 25) | def get_schedule_network(config):

FILE: bddm/models/diffwave.py
  function calc_diffusion_step_embedding (line 22) | def calc_diffusion_step_embedding(diffusion_steps, diffusion_step_embed_...
  function swish (line 55) | def swish(x):
  class Conv (line 61) | class Conv(nn.Module):
    method __init__ (line 62) | def __init__(self, in_channels, out_channels, kernel_size=3, dilation=1):
    method forward (line 70) | def forward(self, x):
  class ZeroConv1d (line 77) | class ZeroConv1d(nn.Module):
    method __init__ (line 78) | def __init__(self, in_channel, out_channel):
    method forward (line 84) | def forward(self, x):
  class ResidualBlock (line 91) | class ResidualBlock(nn.Module):
    method __init__ (line 92) | def __init__(self, res_channels, skip_channels, dilation,
    method forward (line 127) | def forward(self, input_data):
  class ResidualGroup (line 166) | class ResidualGroup(nn.Module):
    method __init__ (line 167) | def __init__(self, res_channels, skip_channels, num_res_layers, dilati...
    method forward (line 187) | def forward(self, input_data):
  class DiffWave (line 209) | class DiffWave(nn.Module):
    method __init__ (line 210) | def __init__(self, in_channels, res_channels, skip_channels, out_chann...
    method forward (line 231) | def forward(self, input_data):

FILE: bddm/models/galr.py
  class Encoder (line 21) | class Encoder(nn.Module):
    method __init__ (line 23) | def __init__(self, enc_dim, win_len):
    method forward (line 38) | def forward(self, signals):
  class BiLSTMproj (line 54) | class BiLSTMproj(nn.Module):
    method __init__ (line 56) | def __init__(self, enc_dim, hid_dim):
    method forward (line 75) | def forward(self, intra_segs):
  class AttnPositionalEncoding (line 95) | class AttnPositionalEncoding(nn.Module):
    method __init__ (line 97) | def __init__(self, enc_dim, attn_max_len=5000):
    method forward (line 115) | def forward(self, x):
  class GlobalAttnLayer (line 128) | class GlobalAttnLayer(nn.Module):
    method __init__ (line 130) | def __init__(self, enc_dim, n_attn_head, attn_dropout):
    method forward (line 148) | def forward(self, inter_segs):
  class DeepGlobalAttnLayer (line 165) | class DeepGlobalAttnLayer(nn.Module):
    method __init__ (line 167) | def __init__(self, enc_dim, n_attn_head, attn_dropout, n_attn_layer=1):
    method forward (line 187) | def forward(self, inter_segs):
  class GALRBlock (line 205) | class GALRBlock(nn.Module):
    method __init__ (line 207) | def __init__(self, enc_dim, hid_dim, seg_len, low_dim=8, n_attn_head=8...
    method forward (line 234) | def forward(self, segments):
  class _GALR (line 279) | class _GALR(nn.Module):
    method __init__ (line 281) | def __init__(self, n_block, enc_dim, hid_dim, win_len, seg_len,
    method forward (line 317) | def forward(self, noisy_signals):
    method pad_zeros (line 338) | def pad_zeros(self, signals):
    method pad_segment (line 360) | def pad_segment(self, frames):
    method split_feature (line 383) | def split_feature(self, frames):
  class GALR (line 407) | class GALR(nn.Module):
    method __init__ (line 409) | def __init__(self, blocks=2, input_dim=128, hidden_dim=128, window_len...
    method forward (line 425) | def forward(self, audio, scales):

FILE: bddm/sampler/sampler.py
  class Sampler (line 34) | class Sampler(object):
    method __init__ (line 38) | def __init__(self, config):
    method reset (line 72) | def reset(self):
    method draw_reference_data_pair (line 89) | def draw_reference_data_pair(self):
    method generate (line 96) | def generate(self):
    method noise_scheduling (line 128) | def noise_scheduling(self, ddim=False):
    method sampling (line 197) | def sampling(self, schedule=None, condition=None,
    method noise_scheduling_with_params (line 274) | def noise_scheduling_with_params(self, alpha_param, beta_param):
    method noise_scheduling_without_params (line 336) | def noise_scheduling_without_params(self):
    method assess (line 389) | def assess(self, generated_audio, audio_key=None):

FILE: bddm/trainer/bmuf.py
  class BmufTrainer (line 21) | class BmufTrainer(object):
    method __init__ (line 23) | def __init__(self, master_node, rank, world_size, model, block_momentu...
    method check_all_processes_running (line 56) | def check_all_processes_running(self):
    method get_average_valid_loss (line 65) | def get_average_valid_loss(self, val_loss):
    method update_and_sync (line 83) | def update_and_sync(self, val_loss=None):
    method _copy_vec_to_param (line 116) | def _copy_vec_to_param(self, vec):

FILE: bddm/trainer/ema.py
  class EMAHelper (line 16) | class EMAHelper(object):
    method __init__ (line 18) | def __init__(self, mu=0.999):
    method register (line 28) | def register(self, module):
    method update (line 41) | def update(self, module):
    method ema (line 55) | def ema(self, module):
    method ema_copy (line 68) | def ema_copy(self, module):
    method state_dict (line 87) | def state_dict(self):
    method load_state_dict (line 96) | def load_state_dict(self, state_dict):

FILE: bddm/trainer/loss.py
  class ScoreLoss (line 17) | class ScoreLoss(nn.Module):
    method __init__ (line 19) | def __init__(self, config, diff_params):
    method forward (line 32) | def forward(self, model, mels, audios):
  class StepLoss (line 54) | class StepLoss(nn.Module):
    method __init__ (line 56) | def __init__(self, config, diff_params):
    method forward (line 70) | def forward(self, model, mels, audios):

FILE: bddm/trainer/trainer.py
  class Trainer (line 31) | class Trainer(object):
    method __init__ (line 33) | def __init__(self, config):
    method reset (line 93) | def reset(self):
    method train (line 138) | def train(self):
    method _run_one_epoch (line 189) | def _run_one_epoch(self, validate=False):
    method serialize (line 251) | def serialize(self):

FILE: bddm/utils/check_utils.py
  function check_score_network (line 18) | def check_score_network(config):
  function check_schedule_network (line 46) | def check_schedule_network(config):

FILE: bddm/utils/diffusion_utils.py
  function compute_diffusion_params (line 16) | def compute_diffusion_params(beta):
  function map_noise_scale_to_time_step (line 39) | def map_noise_scale_to_time_step(alpha_infer, alpha):

FILE: bddm/utils/log_utils.py
  function ctime (line 17) | def ctime():
  function head (line 27) | def head():
  function log (line 37) | def log(msg, config):

FILE: egs/lj/main.py
  function dict_hash_5char (line 19) | def dict_hash_5char(dictionary):
  function start_exp (line 27) | def start_exp(config, config_hash):

FILE: egs/vctk/main.py
  function dict_hash_5char (line 19) | def dict_hash_5char(dictionary):
  function start_exp (line 27) | def start_exp(config, config_hash):