Anatomy of Industrial Scale Multilingual ASR

no code implementations • 15 Apr 2024 • Francis McCann Ramirez, Luka Chkhetiani, Andrew Ehrenberg, Robert McHardy, Rami Botros, Yash Khare, Andrea Vanzo, Taufiquzzaman Peyash, Gabriel Oexle, Michael Liang, Ilya Sklyar, Enver Fakhan, Ahmed Etefy, Daniel McCrystal, Sam Flamini, Domenic Donato, Takuya Yoshioka

This paper describes AssemblyAI's industrial-scale automatic speech recognition (ASR) system, designed to meet the requirements of large-scale, multilingual ASR serving various application needs.

Anatomy Automatic Speech Recognition +3

Challenges and Applications of Large Language Models

no code implementations • 19 Jul 2023 • Jean Kaddour, Joshua Harris, Maximilian Mozes, Herbie Bradley, Roberta Raileanu, Robert McHardy

Due to the fast pace of the field, it is difficult to identify the remaining challenges and already fruitful application areas.

Adversarial Training for Satire Detection: Controlling for Confounding Variables

no code implementations • NAACL 2019 • Robert McHardy, Heike Adel, Roman Klinger

We therefore propose a novel model for satire detection with an adversarial component to control for the confounding variable of publication source.

General Classification Knowledge Base Population +1