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1. Acoustic-word-embeddings-speech2vec- Acoustic-word-embeddings-speech2vec- Public

   A Seq2Seq LSTM Encoder-Decoder framework that borrows the methodology of skipgram and continuous bag-of-words from Word2vec to learn contextual word embedding directly from speech data.

   Jupyter Notebook 6

2. GPLVM-and-PCA GPLVM-and-PCA Public

   Implementation of dimensionality reduction technique called Gaussian Process Latent Variable Model and comparison with PCA, kernel PCA, MDS, t SNE on Oilflow,Vowels ,HAR UCI ,Wine UCI ,USPS Digits …

   Jupyter Notebook 1 1

3. Probabilistic-Graphical-Models-Applications Probabilistic-Graphical-Models-Applications Public

   Implementations of PGM in ML - Bayes Net, VI and Seq MCMC , SLAM, MCMC, Message Passing , LDA for topic clustering , VI for GMM

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4. Parallel-Computations-Using-MPI Parallel-Computations-Using-MPI Public

   Parallel implementation of Mandelbrot, Gauss Seidal iterations, Bitonic sort and Odd Even sort using MPI in C.

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5. Speech-and-Speaker-Recognition-ASR Speech-and-Speaker-Recognition-ASR Public

   Audio feature extraction , Hidden Markov Models with Gaussian Emissions for ASR , Phoneme Recognition with Deep Neural Networks

   Jupyter Notebook 1

6. Image-Feature-Extraction-and-Matching- Image-Feature-Extraction-and-Matching- Public

   Image Feature detection using SIFT , SURF. Feature matching and performance evaluation with change in Rotation and Scale of image.

   Jupyter Notebook 1 1