Search Results for author: Flora Xue

Found 3 papers, 1 papers with code

Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model

no code implementations • 14 Sep 2024 • Dhruv Suri, Praneet Dutta, Flora Xue, Ines Azevedo, Ravi Jain

As Chile's electric power sector advances toward a future powered by renewable energy, accurate forecasting of renewable generation is essential for managing grid operations.

Graph Neural Network

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MuZero with Self-competition for Rate Control in VP9 Video Compression

no code implementations • 14 Feb 2022 • Amol Mandhane, Anton Zhernov, Maribeth Rauh, Chenjie Gu, Miaosen Wang, Flora Xue, Wendy Shang, Derek Pang, Rene Claus, Ching-Han Chiang, Cheng Chen, Jingning Han, Angie Chen, Daniel J. Mankowitz, Jackson Broshear, Julian Schrittwieser, Thomas Hubert, Oriol Vinyals, Timothy Mann

Specifically, we target the problem of learning a rate control policy to select the quantization parameters (QP) in the encoding process of libvpx, an open source VP9 video compression library widely used by popular video-on-demand (VOD) services.

Decision Making Quantization +2

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SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis

1 code implementation • 16 Jan 2020 • Bohan Zhai, Tianren Gao, Flora Xue, Daniel Rothchild, Bichen Wu, Joseph E. Gonzalez, Kurt Keutzer

Automatic speech synthesis is a challenging task that is becoming increasingly important as edge devices begin to interact with users through speech.

Sound Audio and Speech Processing

255

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