The final component of Spectro is a molecule decoder, which utilizes a Recurrent Neural Network (RNN) architecture with four long-short-term memory (LSTM) layers; inspired from Ref. . Spectro's molecule decoder predicts the tokens of the elucidated molecule using the SELFIES representation . For the input, we concatenated the three embedded vectors,