Search Results for author: Christian Puhrsch

Found 6 papers, 4 papers with code

Advances in Pre-Training Distributed Word Representations

5 code implementations LREC 2018 Tomas Mikolov, Edouard Grave, Piotr Bojanowski, Christian Puhrsch, Armand Joulin

Many Natural Language Processing applications nowadays rely on pre-trained word representations estimated from large text corpora such as news collections, Wikipedia and Web Crawl.

Wav2Letter: an End-to-End ConvNet-based Speech Recognition System

9 code implementations arXiv 2016 Ronan Collobert, Christian Puhrsch, Gabriel Synnaeve

This paper presents a simple end-to-end model for speech recognition, combining a convolutional network based acoustic model and a graph decoding.

Speech Recognition

Very Deep Multilingual Convolutional Neural Networks for LVCSR

no code implementations29 Sep 2015 Tom Sercu, Christian Puhrsch, Brian Kingsbury, Yann Lecun

However, CNNs in LVCSR have not kept pace with recent advances in other domains where deeper neural networks provide superior performance.

speech-recognition Speech Recognition

Learning Invariants using Decision Trees

no code implementations20 Jan 2015 Siddharth Krishna, Christian Puhrsch, Thomas Wies

This is a standard problem in machine learning: given a sample of good and bad points, one is asked to find a classifier that generalizes from the sample and separates the two sets.

Binary Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.