nn_tilde
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mcs.nn~ doesn't create multiple embeddings with one instance.
When I use the mcs.nn~ model encode 2 2048 object in Max/MSP to encode two different audio-streams, the second stream is simply just zeros. The first encoded output still works fine.
I've just found this now, have you figured it out?