About multi input LSTM

2020 1 19
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I got 20 signals with different features i want to train a single LSTM network with this and i am expecting while testing if i give a sample signal's segment from those 20 classes it will predict the whole signal.
so far i have used single input LSTM model . so can you help me?

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