(h,c)

(c)

(c)

(self)

(obj, key, value)

(self, num_batches)

(subClass, superClass)

(self, call)

(t)

(self, module)

(obj)

(self, utt)

(c,l)

(clean, noise1, rir, snr, scale)

(clean, noise1, rir, snr, scale)

( clean, noise1, noise2, rir, snr1, snr2, scale )

(clean, noise1, noise2, rir, snr1, snr2, scale)

(self, path, fs, channel=0)

(handler)

(unknown)

(unknown)

(unknown)

(unknown)

(t)

(vocoder_name="vocos", is_local=False, local_path="", device=None, hf_cache_dir=None)

(local_rank, args)

(opt)

(t)

(c)

(args)

(args)

(c)

( train_loader, nnet, optimizer, scheduler, epoch, local_rank, conf, device,

( val_loader, nnet, local_rank, conf, device, world_size, logger, )

(c)

(a)

()

(slider)

(slider)

()

()

()

(transitioner, slider)

(slider)

()

(slider)

(slider)

(slider)

(c)

(slider)

(slider)

(transitioner, slider)

(c)

( self, attn: Attention, x: float["b n d"], # noised input x # noqa: F722 ma

( self, attn: Attention, x: float["b n d"], # noised input x # noqa: F722 c:

(self, index)

(self, index)

(self, name, fmt=":f")

(self, num_batches, meters, prefix="", logger=None)

(self, win_len, hop_len, fft_len, win_type)

( self, transformer: nn.Module, sigma=0.0, odeint_kwargs: dict = dict(

( self, n_fft=1024, hop_length=256, win_length=1024, n_mel_channels=10

(self, dim)

(self, dim, kernel_size=31, groups=16)

( self, dim: int, intermediate_dim: int, dilation: int = 1, )

(self, dim)

(self, dim)

(self, dim, dim_out=None, mult=4, dropout=0.0, approximate: str = "none")

( self, processor: JointAttnProcessor | AttnProcessor, dim: int, heads: int =

(self)

(self)

(self, dim, heads, dim_head, ff_mult=4, dropout=0.1)

(self, dim, heads, dim_head, ff_mult=4, dropout=0.1, context_pre_only=False)

(self, dim, freq_embed_dim=256)

(self, out_dim, text_num_embeds)

(self, in_dim, out_dim)

(self, text_num_embeds, text_dim, conv_layers=0, conv_mult=2)

(self, mel_dim, text_dim, out_dim)

(self, text_num_embeds, text_dim, conv_layers=0, conv_mult=2)

(self, mel_dim, text_dim, out_dim)

( self, clean_scp, regular_noise_scp, rir_scp, text_scp, repea

( self, sampler: Sampler[int], frames_threshold: int, max_samples=0, random_seed=None, drop_last: bool

(self, mix_json, mix_dir, mix_fs=16000)

(self)

(self)

(self)

(self)

(self)

(element, classes)

(c)

(selector)

(selector)

(str)

(*inputs)

(batch)