Search Results for author: Mason Bretan

Found 4 papers, 0 papers with code

Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase

no code implementations EACL 2021 Akhila Yerukola, Mason Bretan, Hongxia Jin

We introduce a data augmentation technique based on byte pair encoding and a BERT-like self-attention model to boost performance on spoken language understanding tasks.

Data Augmentation intent-classification +5

You Are What You Eat... Listen to, Watch, and Read

no code implementations13 Dec 2016 Mason Bretan

This article describes a data driven method for deriving the relationship between personality and media preferences.

Recommendation Systems

A Unit Selection Methodology for Music Generation Using Deep Neural Networks

no code implementations12 Dec 2016 Mason Bretan, Gil Weinberg, Larry Heck

We explore the use of unit selection and concatenation as a means of generating music using a procedure based on ranking, where, we consider a unit to be a variable length number of measures of music.

Music Generation

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