Village elder, help us!


You are the Elder. You had a vision of a doomed future, so you took a handful of Pips, your fellow villagers, and led them to an empty valley to start anew.

They need your guidance to survive the events foretold by the Prophecy, so make sure your Pips work hard!

Dotage is a game with deep worker placement mechanics inspired by board games, as well as a roguelike survival village builder.
Will you fulfill the Prophecy?







Speechbrain Xvector «VALIDATED»

Would you like a specific code example showing how to load a pretrained x-vector model from SpeechBrain?

@inproceedingssnyder2018xvectors, title=X-Vectors: Robust DNN Embeddings for Speaker Recognition, author=Snyder, David and Garcia-Romero, Daniel and Sell, Gregory and others, booktitle=ICASSP, year=2018 speechbrain xvector

@articleravanelli2021speechbrain, title=SpeechBrain: A General-Purpose Speech Toolkit, author=Ravanelli, Mirco and Parcollet, Titouan and Plantinga, Peter and others, journal=arXiv:2106.04624, year=2021 Would you like a specific code example showing

| Aspect | Original (Snyder 2018) | SpeechBrain implementation | |--------|------------------------|----------------------------| | Architecture | TDNN with stats pooling | Similar TDNN, often with ResNet or ECAPA-TDNN (newer recipes) | | Pooling | Mean + std deviation | Mean + std deviation (same) | | Loss | Softmax + PLDA | Softmax, AAM-Softmax, or angular proto | | Back-end | PLDA | Cosine scoring or PLDA (optional) | David and Garcia-Romero









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