cCiSrSSKrSSKJrJr SSKrSSKJrJ r J r J r SSK J r SSKJr \R "\5r"SS \ 5rS /rg) zXcodec model configurationN)OptionalUnion) AutoConfig DacConfig HubertConfig WavLMConfig)PretrainedConfig)loggingc^^\rSrSrSrSr\\S.rSSSSS/SS/SS/SS SS SS4 S \ \ \ S \ S \ S\ \ S\ \ S\ \ S\ S\ S\ \ S\ S\ \\4S\ \\44U4Sjjjr\S\ 4Sj5r\S\ 4Sj5r\S\ 4Sj5r\S\ 4Sj5r\S\ 4Sj5r\S\ 4Sj5rSrU=r$) XcodecConfiga This is the configuration class to store the configuration of an [`XcodecModel`]. It is used to instantiate a Xcodec model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a similar configuration to that of the [Manel/X-Codec](https://huggingface.co/Manel/X-Codec) architecture. Configuration objects inherit from [`PretrainedConfig`] and can be used to control the model outputs. Read the documentation from [`PretrainedConfig`] for more information. Args: target_bandwidths (`List[float]`, *optional*, defaults to `[0.5, 1, 1.5, 2, 4]`): The range of different bandwidths (in kbps) the model can encode audio with. sample_rate (`int`, *optional*, defaults to 16000): The sampling rate at which the audio waveform should be digitalized, in hertz (Hz). kernel_size (`int`, *optional*, defaults to 3): Kernel size for the initial semantic convolution. channel_ratios (`List[float]`, *optional*, defaults to `[1, 1]`): Expansion factors for the number of output channels in each semantic block. strides (`List[int]`, *optional*, defaults to `[1, 1]`): Strides for each semantic encoder block. block_dilations (`List[int]`, *optional*, defaults to `[1, 1]`): Dilation factors for the residual units in semantic blocks. unit_kernel_size (`int`, *optional*, defaults to 3): Kernel size inside each ResidualUnit in semantic blocks. codebook_size (`int`, *optional*, defaults to 1024): Number of entries in each residual quantizer's codebook. codebook_dim (`int`, *optional*): Dimensionality of each codebook vector. Defaults to sum of hidden size of acoustic and semantic models. initializer_range (`float`, *optional*, defaults to 0.02): Standard deviation of the truncated normal initializer for all weight matrices. acoustic_model_config (`Union[Dict, DacConfig]`, *optional*): An instance of the configuration for the acoustic (DAC) model. semantic_model_config (`Union[Dict, HubertConfig, WavLMConfig]`, *optional*): An instance of the configuration object for the semantic (HuBERT) model. Example: ```python >>> from transformers import XcodecModel, XcodecConfig >>> # Initializing configuration >>> configuration = XcodecConfig() >>> # Initializing a model (with random weights) from the configuration >>> model = XcodecModel(configuration) >>> # Accessing the model configuration >>> configuration = model.config ```xcodec)acoustic_model_configsemantic_model_configNi>r g{Gz?target_bandwidths sample_rate kernel_sizechannel_ratiosstridesblock_dilationsunit_kernel_size codebook_size codebook_diminitializer_rangerrc  h>[TU]"S 0U D6 U c[S/SQS/SQSS9UlOY[ U [ 5(a[S 0U D6UlO3[ U [5(aXlO[ S[U 535eU c[5Ul O[ U [ 5(aKSU ;a[R"U S5Ul On[RS5 [S 0U D6Ul OH[ U [5(d[ U [5(aXl O[ S [U 535eUc/S QnXlX lX0lX@lXPlX`lXplXlXlU c-URR0URR0-n Xlg) N@)r)encoder_hidden_sizedownsampling_ratiosdecoder_hidden_sizeupsampling_ratios hidden_sizezDacoustic_model_config must be a dict or DacConfig instance, but got _name_or_pathz_Could not determine semantic model type from config architecture. Defaulting to `HubertConfig`.zUsemantic_model_config must be a dict, HubertConfig, or WavLMConfig instance, but got )g?rg?r#r")super__init__rr isinstancedict ValueErrortyperrrfrom_pretrainedloggerwarningrrrrrrrrrrr)r)selfrrrrrrrrrrrrkwargs __class__s i/home/james-whalen/.local/lib/python3.13/site-packages/transformers/models/xcodec/configuration_xcodec.pyr-XcodecConfig.__init__Ys "6" ()2$&%1$(".*D &-t 4 4)2)K5J)KD & -y 9 9)> &VW[\qWrVst  ! ()5D & -t 4 4"77-7-G-GH]^mHn-o*u.:-R &ghlnCiDhEF   $ 3 !2&&, . 0*!2  55AADD^D^DjDjjL(returnc\[R"URUR- 5$N)mathceilr hop_lengthr5s r8 frame_rateXcodecConfig.frame_rates yy))DOO;<r?log2rrAs r8codebook_nbitsXcodecConfig.codebook_nbitss yy4#5#5677r:c\URRURR-$r=)rr)rrAs r8r)XcodecConfig.hidden_sizes%))558R8R8^8^^^r:cl[SURS-URUR--5$)Ni)rHrrBrNrAs r8num_quantizersXcodecConfig.num_quantizerss14$00444K^K^9^_``r:) rrrrrrrrrrrr)__name__ __module__ __qualname____firstlineno____doc__ model_typerr sub_configsrlistfloatrHrr/rr-propertyrBrEr@rNr)rT__static_attributes__ __classcell__)r7s@r8r r s0 dJ"+!+K48 '(!fV&'V !!&*#'8<;?F)#DK0F)F) F) U F) c F)cF)F)F)smF)!F) %T9_5F) %T<%78F)F)P=C==6c66LCLL888_S__aaar:r )rZr>typingrrnumpyrI transformersrrrrconfiguration_utilsr utilsr get_loggerrVr3r __all__r+r:r8risM! "II3   H %Xa#Xav  r: