
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from ..models.whisper import WhisperForConditionalGeneration, WhisperProcessor
from .base import PipelineTool







class  UpperCamelCase__		(    A_   ):







	'''simple docstring'''
	_lowerCAmelCase							       =				'''openai/whisper-base'''
	_lowerCAmelCase							       =				(
	    '''This is a tool that transcribes an audio into text. It takes an input named `audio` and returns the '''
	    '''transcribed text.'''
	)
	_lowerCAmelCase							       =				'''transcriber'''
	_lowerCAmelCase							       =				WhisperProcessor
	_lowerCAmelCase							       =				WhisperForConditionalGeneration

	_lowerCAmelCase							       =				['''audio''']
	_lowerCAmelCase							       =				['''text''']





	def   __snake_case				(			self				,       UpperCamelCase__		):
					return self.pre_processor(UpperCamelCase__				,       return_tensors='''pt'''		).input_features





	def   __snake_case				(			self				,       UpperCamelCase__		):
					return self.model.generate(inputs=UpperCamelCase__		)





	def   __snake_case				(			self				,       UpperCamelCase__		):
					return self.pre_processor.batch_decode(UpperCamelCase__				,       skip_special_tokens=UpperCamelCase__		)[0]

from abc import ABC, abstractmethod
from argparse import ArgumentParser







class  UpperCamelCase__		(    SCREAMING_SNAKE_CASE_   ):







	'''simple docstring'''





	@staticmethod
	@abstractmethod
	def   __snake_case				(			UpperCamelCase__		):
					raise NotImplementedError()





	@abstractmethod
	def   __snake_case				(			self		):
					raise NotImplementedError()