




"""simple docstring"""







from math import cos, sin, sqrt, tau

from audio_filters.iir_filter import IIRFilter





def 							lowercase    (snake_case__      :       int					,				snake_case__      :       int					,				snake_case__      :       float = 1 / sqrt(2       )       )   ->     int:


				'''simple docstring'''






				lowerCAmelCase              = tau * frequency / samplerate
				lowerCAmelCase              = sin(snake_case__       )
				lowerCAmelCase              = cos(snake_case__       )
				lowerCAmelCase              = _sin / (2 * q_factor)

				lowerCAmelCase              = (1 - _cos) / 2
				lowerCAmelCase              = 1 - _cos

				lowerCAmelCase              = 1 + alpha
				lowerCAmelCase              = -2 * _cos
				lowerCAmelCase              = 1 - alpha

				lowerCAmelCase              = IIRFilter(2       )
				filt.set_coefficients([aa, aa, aa]					,				[ba, ba, ba]       )
				return filt





def 							lowercase    (snake_case__      :       int					,				snake_case__      :       int					,				snake_case__      :       float = 1 / sqrt(2       )       )   ->     Optional[int]:


				'''simple docstring'''






				lowerCAmelCase              = tau * frequency / samplerate
				lowerCAmelCase              = sin(snake_case__       )
				lowerCAmelCase              = cos(snake_case__       )
				lowerCAmelCase              = _sin / (2 * q_factor)

				lowerCAmelCase              = (1 + _cos) / 2
				lowerCAmelCase              = -1 - _cos

				lowerCAmelCase              = 1 + alpha
				lowerCAmelCase              = -2 * _cos
				lowerCAmelCase              = 1 - alpha

				lowerCAmelCase              = IIRFilter(2       )
				filt.set_coefficients([aa, aa, aa]					,				[ba, ba, ba]       )
				return filt





def 							lowercase    (snake_case__      :       int					,				snake_case__      :       int					,				snake_case__      :       float = 1 / sqrt(2       )       )   ->     Tuple:


				'''simple docstring'''






				lowerCAmelCase              = tau * frequency / samplerate
				lowerCAmelCase              = sin(snake_case__       )
				lowerCAmelCase              = cos(snake_case__       )
				lowerCAmelCase              = _sin / (2 * q_factor)

				lowerCAmelCase              = _sin / 2
				lowerCAmelCase              = 0
				lowerCAmelCase              = -ba

				lowerCAmelCase              = 1 + alpha
				lowerCAmelCase              = -2 * _cos
				lowerCAmelCase              = 1 - alpha

				lowerCAmelCase              = IIRFilter(2       )
				filt.set_coefficients([aa, aa, aa]					,				[ba, ba, ba]       )
				return filt





def 							lowercase    (snake_case__      :       int					,				snake_case__      :       int					,				snake_case__      :       float = 1 / sqrt(2       )       )   ->     Dict:


				'''simple docstring'''






				lowerCAmelCase              = tau * frequency / samplerate
				lowerCAmelCase              = sin(snake_case__       )
				lowerCAmelCase              = cos(snake_case__       )
				lowerCAmelCase              = _sin / (2 * q_factor)

				lowerCAmelCase              = 1 - alpha
				lowerCAmelCase              = -2 * _cos
				lowerCAmelCase              = 1 + alpha

				lowerCAmelCase              = IIRFilter(2       )
				filt.set_coefficients([ba, ba, ba]					,				[ba, ba, ba]       )
				return filt





def 							lowercase    (snake_case__      :       int					,				snake_case__      :       int					,				snake_case__      :       float					,				snake_case__      :       float = 1 / sqrt(2       )					,				)   ->     str:


				'''simple docstring'''






				lowerCAmelCase              = tau * frequency / samplerate
				lowerCAmelCase              = sin(snake_case__       )
				lowerCAmelCase              = cos(snake_case__       )
				lowerCAmelCase              = _sin / (2 * q_factor)
				lowerCAmelCase              = 10 ** (gain_db / 40)

				lowerCAmelCase              = 1 + alpha * big_a
				lowerCAmelCase              = -2 * _cos
				lowerCAmelCase              = 1 - alpha * big_a
				lowerCAmelCase              = 1 + alpha / big_a
				lowerCAmelCase              = -2 * _cos
				lowerCAmelCase              = 1 - alpha / big_a

				lowerCAmelCase              = IIRFilter(2       )
				filt.set_coefficients([aa, aa, aa]					,				[ba, ba, ba]       )
				return filt





def 							lowercase    (snake_case__      :       int					,				snake_case__      :       int					,				snake_case__      :       float					,				snake_case__      :       float = 1 / sqrt(2       )					,				)   ->     Tuple:


				'''simple docstring'''






				lowerCAmelCase              = tau * frequency / samplerate
				lowerCAmelCase              = sin(snake_case__       )
				lowerCAmelCase              = cos(snake_case__       )
				lowerCAmelCase              = _sin / (2 * q_factor)
				lowerCAmelCase              = 10 ** (gain_db / 40)
				lowerCAmelCase              = (big_a + 1) - (big_a - 1) * _cos
				lowerCAmelCase              = (big_a + 1) + (big_a - 1) * _cos
				lowerCAmelCase              = (big_a - 1) - (big_a + 1) * _cos
				lowerCAmelCase              = (big_a - 1) + (big_a + 1) * _cos
				lowerCAmelCase              = 2 * sqrt(snake_case__       ) * alpha

				lowerCAmelCase              = big_a * (pmc + aaa)
				lowerCAmelCase              = 2 * big_a * mpc
				lowerCAmelCase              = big_a * (pmc - aaa)
				lowerCAmelCase              = ppmc + aaa
				lowerCAmelCase              = -2 * pmpc
				lowerCAmelCase              = ppmc - aaa

				lowerCAmelCase              = IIRFilter(2       )
				filt.set_coefficients([aa, aa, aa]					,				[ba, ba, ba]       )
				return filt






def 							lowercase    (snake_case__      :       int					,				snake_case__      :       int					,				snake_case__      :       float					,				snake_case__      :       float = 1 / sqrt(2       )					,				)   ->     str:


				'''simple docstring'''






				lowerCAmelCase              = tau * frequency / samplerate
				lowerCAmelCase              = sin(snake_case__       )
				lowerCAmelCase              = cos(snake_case__       )
				lowerCAmelCase              = _sin / (2 * q_factor)
				lowerCAmelCase              = 10 ** (gain_db / 40)
				lowerCAmelCase              = (big_a + 1) - (big_a - 1) * _cos
				lowerCAmelCase              = (big_a + 1) + (big_a - 1) * _cos
				lowerCAmelCase              = (big_a - 1) - (big_a + 1) * _cos
				lowerCAmelCase              = (big_a - 1) + (big_a + 1) * _cos
				lowerCAmelCase              = 2 * sqrt(snake_case__       ) * alpha

				lowerCAmelCase              = big_a * (ppmc + aaa)
				lowerCAmelCase              = -2 * big_a * pmpc
				lowerCAmelCase              = big_a * (ppmc - aaa)
				lowerCAmelCase              = pmc + aaa
				lowerCAmelCase              = 2 * mpc
				lowerCAmelCase              = pmc - aaa

				lowerCAmelCase              = IIRFilter(2       )
				filt.set_coefficients([aa, aa, aa]					,				[ba, ba, ba]       )
				return filt







from ...utils import (
    OptionalDependencyNotAvailable,
    is_torch_available,
    is_transformers_available,
    is_transformers_version,
)


try:
						if not (is_transformers_available() and is_torch_available() and is_transformers_version('>=', '4.25.0')):
												raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
						from ...utils.dummy_torch_and_transformers_objects import UnCLIPImageVariationPipeline, UnCLIPPipeline
else:
						from .pipeline_unclip import UnCLIPPipeline
						from .pipeline_unclip_image_variation import UnCLIPImageVariationPipeline
						from .text_proj import UnCLIPTextProjModel




