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This is a wav2vec2-base model trained from selected bird songs in a birddb dataset.
import librosa
import torch
from transformers import Wav2Vec2ForPreTraining,Wav2Vec2Processor
sound_file = 'sample.wav'
sound_data,_ = librosa.load(sound_file, sr=16000)
model_id = "kojima-r/wav2vec2-base-birddb-small"
model = Wav2Vec2ForPreTraining.from_pretrained(model_id)
result=model(torch.tensor([sound_data]))
hidden_vecs=result.projected_states
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