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1. Arithmatic-word-problem-solver--NLP Arithmatic-word-problem-solver--NLP Public

   The project utilizes a Transformer model and T5 Tokenizer to translate English text representing arithmetic word problems into corresponding arithmetic expressions.

   Jupyter Notebook

2. Attention-based-End-to-End-Speech-to-Text Attention-based-End-to-End-Speech-to-Text Public

   This Homework is about to built attention based deep neural network for speech to text

   Python

3. Utterance-speech--to-Phoneme-Mapping Utterance-speech--to-Phoneme-Mapping Public

   Developed a model for predicting phonemes in speech utterances with unaligned phoneme labels. • Used beam search for decoding the prediction and evaluated performance using character-level string e…

   Python

4. Face-recognition-using-CNN Face-recognition-using-CNN Public

   Implemented custom version of ResNet architectures for Face classification and verification tasks. • Optimized performance using CrossEntropy for classification and center loss for verification tas…

   Python

5. Sentiment-Classification Sentiment-Classification Public

   Leveraged various approaches including Deep Averaging Network, BiLSTM and Transformer (Encoder) model for sentiment classification tasks on IMDB Movie Dataset. • Achieved Peak accuracy of 91.2% usi…

   Jupyter Notebook