Vincent Dumoulin

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    Recent Posts

  1. Your models in Pylearn2

    A tutorial on the minimal effort required to develop a new model in Pylearn2

  2. Introducing the VAE framework in Pylearn2

    Combining variational autoencoders with 'Not your grandfather's machine learning library'

  3. Variational Autoencoder Demo

    Some cool demo I made using a VAE

  4. RNNs Part Two

    Some more RNN attempts

  5. Starting on RNNs

    A first attempt at training RNNs

  6. Iterating over variable-length sequences

    RNNs using the TIMIT dataset

  7. Combining acoustic samples and phones information

    How to use the Pylearn2 TIMIT class with multiple sources

  8. NADEs: an introduction

    A summary of my understanding of NADEs

  9. (Yet) another update on the state of TIMIT dataset in Pylearn2

    A (pretty pretty much) finished business (will this ever end?)

  10. Another update on the state of TIMIT dataset in Pylearn2

    A (pretty much) finished business

  11. An update on the state of TIMIT dataset in Pylearn2

    A (mostly) finished business

  12. State of TIMIT dataset in Pylearn2

    An unfinished business

  13. Speech Synthesis: Gaussian DBMs

    How to generate random speech sequences using gaussian DBMs

  14. Speech Synthesis: Introduction

    Introducing the IFT6266 class project

  15. Integrating Pylearn2 and Jobman

    This post is adapted from an iPython Notebook I wrote which is part of a pullrequest to be added to the Pylearn2 docu...

  16. First Post

    My very first post