Search Results for author: Thomas Schatz

Found 5 papers, 2 papers with code

A phonetic model of non-native spoken word processing

no code implementations EACL 2021 Yevgen Matusevych, Herman Kamper, Thomas Schatz, Naomi H. Feldman, Sharon Goldwater

We then test the model on a spoken word processing task, showing that phonology may not be necessary to explain some of the word processing effects observed in non-native speakers.

Attribute

Evaluating computational models of infant phonetic learning across languages

no code implementations6 Aug 2020 Yevgen Matusevych, Thomas Schatz, Herman Kamper, Naomi H. Feldman, Sharon Goldwater

In the first year of life, infants' speech perception becomes attuned to the sounds of their native language.

Sampling strategies in Siamese Networks for unsupervised speech representation learning

2 code implementations30 Apr 2018 Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux

We apply these results to pairs of words discovered using an unsupervised algorithm and show an improvement on state-of-the-art in unsupervised representation learning using siamese networks.

Representation Learning

Learning Filterbanks from Raw Speech for Phone Recognition

2 code implementations3 Nov 2017 Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux

We train a bank of complex filters that operates on the raw waveform and is fed into a convolutional neural network for end-to-end phone recognition.

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