Search Results for author: Greg Diamos

Found 9 papers, 5 papers with code

The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage

no code implementations17 Nov 2021 Daniel Galvez, Greg Diamos, Juan Ciro, Juan Felipe Cerón, Keith Achorn, Anjali Gopi, David Kanter, Maximilian Lam, Mark Mazumder, Vijay Janapa Reddi

The People's Speech is a free-to-download 30, 000-hour and growing supervised conversational English speech recognition dataset licensed for academic and commercial usage under CC-BY-SA (with a CC-BY subset).

Speech Recognition

Data Engineering for Everyone

no code implementations23 Feb 2021 Vijay Janapa Reddi, Greg Diamos, Pete Warden, Peter Mattson, David Kanter

This article shows that open-source data sets are the rocket fuel for research and innovation at even some of the largest AI organizations.

Beyond Human-Level Accuracy: Computational Challenges in Deep Learning

1 code implementation3 Sep 2019 Joel Hestness, Newsha Ardalani, Greg Diamos

However, recent prior work shows that as dataset sizes grow, DL model accuracy and model size grow predictably.

EPNAS: Efficient Progressive Neural Architecture Search

no code implementations7 Jul 2019 Yanqi Zhou, Peng Wang, Sercan Arik, Haonan Yu, Syed Zawad, Feng Yan, Greg Diamos

In this paper, we propose Efficient Progressive Neural Architecture Search (EPNAS), a neural architecture search (NAS) that efficiently handles large search space through a novel progressive search policy with performance prediction based on REINFORCE~\cite{Williams. 1992. PG}.

Neural Architecture Search

HybridNet: A Hybrid Neural Architecture to Speed-up Autoregressive Models

no code implementations ICLR 2018 Yanqi Zhou, Wei Ping, Sercan Arik, Kainan Peng, Greg Diamos

This paper introduces HybridNet, a hybrid neural network to speed-up autoregressive models for raw audio waveform generation.

Speech Synthesis

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