Remember you should always resample your audio dataset's sampling rate to match the sampling rate of the dataset used to pretrain a model!

lj_speech = lj_speech.cast_column("audio", Audio(sampling_rate=16_000))

Load a processor with [AutoProcessor.from_pretrained]:

from transformers import AutoProcessor
processor = AutoProcessor.from_pretrained("facebook/wav2vec2-base-960h")