fmailhot

acq_evo_vh_phd

Exemplar model of vowel harmony acquisition

bandits

Python library for Multi-Armed Bandits

cdtw

A cython implementation of dynamic time warping

CNN-for-text-classification

A simple CNN implementation in Keras.

cnn-l2r

Implementation(s) of Severyn and Moschitti's 2015 CNN L2R model

cnn-short-text-classification

fmailhot.github.io

Bits and bites from Fred's brain

phonRNN

Code for running an RNN network for the purposes of modeling word-level phonotactics, and analyzing the output of this modeling

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

short-text-classification-bakeoff

Comparing LR and CNN on a simple short text classification task

fmailhot/acq_evo_vh_phd

Exemplar model of vowel harmony acquisition

fmailhot/bandits

Python library for Multi-Armed Bandits

fmailhot/cdtw

A cython implementation of dynamic time warping

fmailhot/CNN-for-text-classification

A simple CNN implementation in Keras.

fmailhot/cnn-l2r

Implementation(s) of Severyn and Moschitti's 2015 CNN L2R model

fmailhot/cnn-short-text-classification

fmailhot/fmailhot.github.io

Bits and bites from Fred's brain

fmailhot/phonRNN

Code for running an RNN network for the purposes of modeling word-level phonotactics, and analyzing the output of this modeling

fmailhot/python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

fmailhot/short-text-classification-bakeoff

Comparing LR and CNN on a simple short text classification task

fmailhot/deboerVowels

Vowel system simulation based on deBoer (2000)

fmailhot/dotfiles

My dot files

fmailhot/dtw

Simple speech recognition using dynamic time warping with examples

fmailhot/ExemPy

fmailhot/g2p

Grapheme-to-Phoneme transductions that preserve input and output indices!

fmailhot/GCMPy-draft

fmailhot/intro_machine_learning

Introduction to Machine Learning, a series of IPython Notebook and accompanying slideshow and video

fmailhot/K-Nearest-Neighbors-with-Dynamic-Time-Warping

Python implementation of KNN and DTW classification algorithm

fmailhot/kernel_regression

Implementation of Nadaraya-Watson kernel regression with automatic bandwidth selection compatible with sklearn.

fmailhot/panphon

Python package and data files for manipulating phonological segments (phones, phonemes) in terms of universal phonological features.

fmailhot/RevisitPinkerAndPrince

Companion Repository for "Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate"

fmailhot/seqlearn

Sequence learning toolkit for Python

fmailhot/spectrogram-tutorial

A walkthrough of how to make spectrograms in python that are customized for human speech research.

fmailhot/talkbox

fmailhot/tslearn

A machine learning toolkit dedicated to time-series data

fmailhot/ucrdtw

Python extension for UCR Suite highly optimized subsequence search using Dynamic Time Warping (DTW)