code: 
  """simple docstring"""
  
  
  
  
  
  import copy
  from typing import Dict
  
  from ...generation.configuration_utils import GenerationConfig
  from ...utils import logging
  
  
  _a	 =							logging.get_logger(__name__)
  
  
  class A_			(lowerCamelCase__   ):
  
  
  
  
    '''simple docstring'''
    SCREAMING_SNAKE_CASE__    :		Optional[Any]						  =	'semantic'
  
  
  
  
  
  
  
    def __init__(	self       ,     lowercase_=1_0000       ,     lowercase_=True       ,     lowercase_=768       ,     lowercase_=False       ,     lowercase_=False       ,     lowercase_=False       ,     lowercase_=False       ,     lowercase_=0.7       ,     lowercase_=True       ,     lowercase_=1_0048       ,     lowercase_=12_9595       ,     lowercase_=12_9599       ,     lowercase_=1_0000       ,     lowercase_=256       ,     lowercase_=49.9       ,     **lowercase_       ,     ):
  
       """simple docstring"""
       super().__init__(
           temperature=lowercase_       ,     do_sample=lowercase_       ,     eos_token_id=lowercase_       ,     renormalize_logits=lowercase_       ,     max_new_tokens=lowercase_       ,     output_scores=lowercase_       ,     return_dict_in_generate=lowercase_       ,     output_hidden_states=lowercase_       ,     output_attentions=lowercase_       ,     **lowercase_       ,     )
  
       UpperCAmelCase_      :      Union[str, Any]      =					text_encoding_offset
       UpperCAmelCase_      :      Optional[int]      =					text_pad_token
       UpperCAmelCase_      :      Any      =					eos_token_id
       UpperCAmelCase_      :      Tuple      =					semantic_infer_token
       UpperCAmelCase_      :      Optional[int]      =					semantic_vocab_size
       UpperCAmelCase_      :      List[Any]      =					max_input_semantic_length
       UpperCAmelCase_      :      str      =					semantic_rate_hz
  
  
  
  
  class A_			(lowerCamelCase__   ):
  
  
  
  
    '''simple docstring'''
    SCREAMING_SNAKE_CASE__    :		int						  =	'coarse_acoustics'
  
  
  
  
  
  
  
    def __init__(	self       ,     lowercase_=True       ,     lowercase_=False       ,     lowercase_=False       ,     lowercase_=False       ,     lowercase_=False       ,     lowercase_=0.7       ,     lowercase_=True       ,     lowercase_=1_2048       ,     lowercase_=75       ,     lowercase_=2       ,     lowercase_=1_2050       ,     lowercase_=256       ,     lowercase_ = 630       ,     lowercase_ = 60       ,     **lowercase_       ,     ):
  
       """simple docstring"""
       super().__init__(
           temperature=lowercase_       ,     do_sample=lowercase_       ,     renormalize_logits=lowercase_       ,     output_scores=lowercase_       ,     return_dict_in_generate=lowercase_       ,     output_hidden_states=lowercase_       ,     output_attentions=lowercase_       ,     **lowercase_       ,     )
  
       UpperCAmelCase_      :      Tuple      =					coarse_semantic_pad_token
       UpperCAmelCase_      :      Any      =					coarse_rate_hz
       UpperCAmelCase_      :      Optional[int]      =					n_coarse_codebooks
       UpperCAmelCase_      :      Optional[int]      =					coarse_infer_token
       UpperCAmelCase_      :      List[Any]      =					max_coarse_input_length
       UpperCAmelCase_      :      str      =					max_coarse_history
       UpperCAmelCase_      :      Any      =					sliding_window_len
  
  
  
  
  class A_			(lowerCamelCase__   ):
  
  
  
  
    '''simple docstring'''
    SCREAMING_SNAKE_CASE__    :		List[str]						  =	'fine_acoustics'
  
  
  
  
  
  
  
    def __init__(	self       ,     lowercase_=0.5       ,     lowercase_=512       ,     lowercase_=1024       ,     lowercase_=8       ,     **lowercase_       ,     ):
  
       """simple docstring"""
       super().__init__(temperature=lowercase_						)
  
       UpperCAmelCase_      :      Union[str, Any]      =					max_fine_history_length
       UpperCAmelCase_      :      List[Any]      =					max_fine_input_length
       UpperCAmelCase_      :      Tuple      =					n_fine_codebooks
  
  
  
  
  class A_			(lowerCamelCase__   ):
  
  
  
  
    '''simple docstring'''
    SCREAMING_SNAKE_CASE__    :		Dict						  =	'bark'
    SCREAMING_SNAKE_CASE__    :		Optional[int]						  =	True
  
  
  
  
  
  
  
    def __init__(	self       ,     lowercase_ = None       ,     lowercase_ = None       ,     lowercase_ = None       ,     lowercase_=2_4000       ,     lowercase_=1024       ,     **lowercase_       ,     ):
  
       """simple docstring"""
  
  
  
  
  
  
       if semantic_config is None:
          UpperCAmelCase_      :      Dict      =					{}
          logger.info("semantic_config is None. initializing the semantic model with default values."						)
  
       if coarse_acoustics_config is None:
          UpperCAmelCase_      :      List[str]      =					{}
          logger.info("coarse_acoustics_config is None. initializing the coarse model with default values."						)
  
       if fine_acoustics_config is None:
          UpperCAmelCase_      :      str      =					{}
          logger.info("fine_acoustics_config is None. initializing the fine model with default values."						)
  
       UpperCAmelCase_      :      Dict      =					BarkSemanticGenerationConfig(**lowercase_						)
       UpperCAmelCase_      :      str      =					BarkCoarseGenerationConfig(**lowercase_						)
       UpperCAmelCase_      :      List[Any]      =					BarkFineGenerationConfig(**lowercase_						)
  
       UpperCAmelCase_      :      Tuple      =					sample_rate
       UpperCAmelCase_      :      str      =					codebook_size
  
  
  
  
  
  
  
    @classmethod
    def  UpperCamelCase__      (	cls       ,     lowercase_       ,     lowercase_       ,     lowercase_       ,     **lowercase_       ,     ):
  
       """simple docstring"""
       return cls(
           semantic_config=semantic_config.to_dict()       ,     coarse_acoustics_config=coarse_acoustics_config.to_dict()       ,     fine_acoustics_config=fine_acoustics_config.to_dict()       ,     **lowercase_       ,     )
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self						):
  
       """simple docstring"""
       UpperCAmelCase_      :      Optional[Any]      =					copy.deepcopy(self.__dict__						)
  
       UpperCAmelCase_      :      Any      =					self.semantic_config.to_dict()
       UpperCAmelCase_      :      Union[str, Any]      =					self.coarse_acoustics_config.to_dict()
       UpperCAmelCase_      :      Optional[int]      =					self.fine_acoustics_config.to_dict()
  
       UpperCAmelCase_      :      Union[str, Any]      =					self.__class__.model_type
       return output
  
  
  
style_context: 
  """simple docstring"""
  
  
  
  
  
  from __future__ import annotations
  
  from typing import Any
  
  
  class A_			:
  
  
  
  
    '''simple docstring'''
  
  
  
  
  
  
  
    def __init__(	self       ,     lowercase_       ,     lowercase_						):  # noqa: A002
  
       """simple docstring"""
       UpperCAmelCase_      :      Optional[Any]      =					item
       UpperCAmelCase_      :      Optional[Any]      =					next
  
  
  
  
  class A_			:
  
  
  
  
    '''simple docstring'''
  
  
  
  
  
  
  
    def __init__(	self						):
  
       """simple docstring"""
       UpperCAmelCase_      :      Node | None      =					None
       UpperCAmelCase_      :      Optional[int]      =					0
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self       ,     lowercase_						):
  
       """simple docstring"""
       UpperCAmelCase_      :      int      =					Node(lowercase_       ,     self.head						)
       self.size += 1
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self						):
  
       """simple docstring"""
       # Switched 'self.is_empty()' to 'self.head is None'
       # because mypy was considering the possibility that 'self.head'
       # can be None in below else part and giving error
       if self.head is None:
          return None
       else:
          UpperCAmelCase_      :      int      =					self.head.item
          UpperCAmelCase_      :      str      =					self.head.next
          self.size -= 1
          return item
  
  
  
  
  
  
  
    def  UpperCamelCase__      (	self						):
  
       """simple docstring"""
       return self.head is None
  
  
  
  
  
  
  
    def __str__(	self						):
  
       """simple docstring"""
       if self.is_empty():
          return ""
       else:
          UpperCAmelCase_      :      str      =					self.head
          UpperCAmelCase_      :      str      =					""
          UpperCAmelCase_      :      list[str]      =					[]
          while iterate:
             item_list.append(str(iterate.item						)						)
             UpperCAmelCase_      :      Tuple      =					iterate.next
  
          UpperCAmelCase_      :      Optional[Any]      =					" --> ".join(lowercase_						)
  
          return item_str
  
  
  
  
  
  
  
    def __len__(	self						):
  
       """simple docstring"""
       return self.size
  
  
  