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Grzegorz Chrupała's Projects

asr icon asr

Speech transcription experiments

avlnet icon avlnet

Code for the AVLnet (Interspeech 2021) and Cascaded Multilingual (Interspeech 2021) papers.

blocks icon blocks

A Theano framework for building and training neural networks

coco icon coco

MS COCO API - http://mscoco.org/

data2vec-pytorch icon data2vec-pytorch

PyTorch implementation of "data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language" from Meta AI

editop icon editop

Compute edit operations to transform input string to output string, and align them with with source string symbols.

encoding-of-phonology icon encoding-of-phonology

Code for the paper Encoding of phonology in a recurrent neural model of grounded speech, Afra Alishahi, Marie Barking and Grzegorz Chrupała, CoNLL 2017

funktional icon funktional

functional neural network layers on top of theano

gallery icon gallery

Visual Portfolio Generator with no extra installation

hdp icon hdp

Gibbs sampler 4 the Hierarchical Dirichlet Process

ibmvisual icon ibmvisual

Cross-situational word learning model, learning the meanings of words from image features

infersent icon infersent

Sentence embeddings (InferSent) and training code for NLI.

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

lyz icon lyz

Analysis methods for neural representations

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