

"""simple docstring"""




from math import cos, sin, sqrt, tau

from audio_filters.iir_filter import IIRFilter





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__ = 1 / sqrt(2				)				):







							'''simple docstring'''






							snake_case_          =   tau * frequency / samplerate
							snake_case_          =   sin(lowerCamelCase__				)
							snake_case_          =   cos(lowerCamelCase__				)
							snake_case_          =   _sin / (2 * q_factor)

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

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

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





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__ = 1 / sqrt(2				)				):







							'''simple docstring'''






							snake_case_          =   tau * frequency / samplerate
							snake_case_          =   sin(lowerCamelCase__				)
							snake_case_          =   cos(lowerCamelCase__				)
							snake_case_          =   _sin / (2 * q_factor)

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

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

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





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__ = 1 / sqrt(2				)				):







							'''simple docstring'''






							snake_case_          =   tau * frequency / samplerate
							snake_case_          =   sin(lowerCamelCase__				)
							snake_case_          =   cos(lowerCamelCase__				)
							snake_case_          =   _sin / (2 * q_factor)

							snake_case_          =   _sin / 2
							snake_case_          =   0
							snake_case_          =   -ba

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

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





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__ = 1 / sqrt(2				)				):







							'''simple docstring'''






							snake_case_          =   tau * frequency / samplerate
							snake_case_          =   sin(lowerCamelCase__				)
							snake_case_          =   cos(lowerCamelCase__				)
							snake_case_          =   _sin / (2 * q_factor)

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

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





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__ = 1 / sqrt(2				)       ,							):







							'''simple docstring'''






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

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

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





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__ = 1 / sqrt(2				)       ,							):







							'''simple docstring'''






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

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

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





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__ = 1 / sqrt(2				)       ,							):







							'''simple docstring'''






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

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

							snake_case_          =   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




