Incremental Learning for GMM

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Hey everyone! I'm trying to implement a speaker identification system using Gaussian Mixture Models. I'm using the library available in scikit-learn. What I want to do is update the model every time it correctly identifies the speaker, essentially update the model incrementally when a new voice recording is received, in order to adapt to a changing voice. But I'm unable to find any implementations of incremental learning for GMM. If any of you guys could share resources or implementations of the same it would be very helpful.

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