Search Results for author: Arun George Zachariah

Found 2 papers, 1 papers with code

Improving Hyperparameter Optimization with Checkpointed Model Weights

1 code implementation26 Jun 2024 Nikhil Mehta, Jonathan Lorraine, Steve Masson, Ramanathan Arunachalam, Zaid Pervaiz Bhat, James Lucas, Arun George Zachariah

In this work, we propose an HPO method for neural networks using logged checkpoints of the trained weights to guide future hyperparameter selections.

Hyperparameter Optimization

EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks

no code implementations31 Jan 2024 Shijia Liao, Shiyi Lan, Arun George Zachariah

The advent of Large Models marks a new era in machine learning, significantly outperforming smaller models by leveraging vast datasets to capture and synthesize complex patterns.

Ranked #3 on Speech Synthesis on LibriTTS (using extra training data)

Audio Generation Speech Synthesis

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