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  1. Adaptive-audio-filter-design Adaptive-audio-filter-design Public

    Basing on Adaptive Line Enhancer/Canceler technique to reduce tonal noise by using LMS, RLS, NLMS and Kalman adaptive filter.

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  2. Phy-layer-authentication Phy-layer-authentication Public

    Feature-based PHY-layer authentication using USRP radios. Modeling the features, using authentication algorithms (Hypothesis testing), measuring features of WIFI traffic, post-processing and implem…

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  3. Latent-Dirichlet-Allocation-LDA-algorithm-implementation Latent-Dirichlet-Allocation-LDA-algorithm-implementation Public

    Building generative probabilistic model for text corpora, where efficient approximate inference techniques based on variational methods and an EM algorithm for empirical Bayes parameter estimation …

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  4. pattern-recognition pattern-recognition Public

    Designing and building a pattern recognition system capable of recognizing spoken words and simple melodies using hidden Markov models (HMMs).

    MATLAB

  5. machine-leanring machine-leanring Public

    Machine Learning algorithm Implementing: Decision Tree, SVM, Bayes Classier and Adaboost algorithm Achieving face recognition lab3

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  6. Advanced-machine-learning-course-project Advanced-machine-learning-course-project Public

    Based on forward backward algorithm, polynomial time dynamic programming algorithm for "Sum-HMM". Variational Inference (VI) algorithm implementation. both the mathmatical prograss and code are pro…

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