Wav2Vec2Model: Expected 3-dimensional input for 3-dimensional weight [512, 10, 10], but got 4-dimensional input of size [16, 1, 10, 1000] instead

[loretoparisi]

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HuBERT: RuntimeError: Expected 3-dimensional input for 3-dimensional weight but got 5-dimensional input

I get an error RuntimeError: Expected 3-dimensional input for 3-dimensional weight [512, 1, 10], but got 5-dimensional input of size [1, 1, 1, 240000, 2] instead while feeding the Wav2Vec2Processor and HubertForCTC with a wav audio file: processor = Wav2Vec2Processor.from_pretrained("facebook/hubert-xlarge-ls960-ft" , cache_dir=os.getenv("cache_dir", "../../models")) model = HubertForCTC.from_pretrained("facebook/hubert-xlarge-ls960-ft" , cache_dir=os.getenv("cache_dir", "../../models…