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Shubham Pachori's Projects

multilingual_text_to_speech icon multilingual_text_to_speech

An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.

multilstm icon multilstm

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

multimodal icon multimodal

A set of tools and experimental scripts used to achieve multimodal learning with nonnegative matrix factorization (NMF).

multimodalsr icon multimodalsr

Multimodal speech recognition using lipreading (with CNNs) and audio (using LSTMs). Sensor fusion is done with an attention network.

multipath-nn icon multipath-nn

Experiments exploring dynamic routing in artificial neural networks

multipathnet icon multipathnet

A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)

multiplevehicleroutingproblem icon multiplevehicleroutingproblem

An IBM ILOG CPLEX project that implements a mixed integer linear algorithm to solve the Multiple Vehicle Routing Problem and the Vehicle Routing Problem. / Ein IBM ILOG CPLEX Projekt, das einen gemischten ganzzahligen linearen Algorithmus implementiert die Multiple Vehicle Routing Problem und das Vehicle Routing Problem zu lösen.

multiself icon multiself

A vision network trained via large-scale multi-task self-supervised learning

multitask_sentiment_analysis icon multitask_sentiment_analysis

Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587

multiwoz icon multiwoz

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

munit icon munit

Multimodal Unsupervised Image-to-Image Translation

munit-tensorflow icon munit-tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation"

muse icon muse

A library for Multilingual Unsupervised or Supervised word Embeddings

muse-1 icon muse-1

Modularizing Unsupervised Sense Embedding

mushroom icon mushroom

Python library for Reinforcement Learning experiments.

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