from transformers import WhisperProcessor, WhisperForConditionalGeneration from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq from transformers import pipeline def load_model_and_processor(model_name="openai/whisper-base"): """ Loads the Whisper model and processor. Parameters: model_name (str): The model to load. Defaults to 'openai/whisper-base'. Returns: model (WhisperForConditionalGeneration): Loaded Whisper model. processor (WhisperProcessor): Loaded processor for the model. """ processor = AutoProcessor.from_pretrained(model_name) model = AutoModelForSpeechSeq2Seq.from_pretrained(model_name) return model, processor