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Siddharth Kotwal's Projects

speech-to-text-wavenet icon speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

stanford-mir icon stanford-mir

Instructional material for the Music Information Retrieval Workshop at CCRMA, Stanford University, 2014-15.

stochastic-optimization icon stochastic-optimization

Starting my own research on topics I abandoned while doing graduate research. By using these examples from Powell's Lab as a starting point, I wish to draw parallels between my work in ML/RL.

tdttt icon tdttt

Temporal difference reinforcement learning for the game of Tic-Tac-Toe

tensorbox icon tensorbox

Object detection and segmentation in TensorFlow

text-detection-ctpn icon text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

tf-crnn icon tf-crnn

TensorFlow Convolutional Recurrent Neural Network (CRNN) using TF's Estimator and Dataset

tf_classification icon tf_classification

Training, evaluation and testing code for image classification using TensorFlow

tfkaldi icon tfkaldi

Speech recognition software where the neural net is trained with TensorFlow and GMM training and decoding is done in Kaldi

tfx-tutorial icon tfx-tutorial

Tutorial and notebooks for TFX Workshop at TF Dev Summit 2019

ufcnn icon ufcnn

Implementation of Undecimated Fully Convolutional Neural Network for time series modeling

youtube-8m icon youtube-8m

Starter code for working with the YouTube-8M dataset.

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