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PinnedMohammad Hassan ValiinTowards Data ScienceOptimizing Vector Quantization Methods by Machine Learning AlgorithmsMachine learning optimization of vector quantization methods used in end-to-end training of neural networksMay 17, 20232May 17, 20232
PinnedMohammad Hassan ValiinTowards Data ScienceNSVQ: Improved Vector Quantization technique for Neural Networks TrainingEfficient vector quantization for machine learning optimizations (eps. vector quantized variational autoencoders), better than straight…Jul 20, 2022Jul 20, 2022
Mohammad Hassan ValiinTowards Data ScienceSpeaker’s Privacy Protection in DNN-Based Speech Processing ToolsA novel method in privacy-preserving speech processing which anonymizes the speaker attributes using space-filling vector quantizationAug 20Aug 20