Search Results for author: Huayun Zhang

Found 4 papers, 0 papers with code

Multiple output samples per input in a single-output Gaussian process

no code implementations5 Jun 2023 Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen

The standard Gaussian Process (GP) only considers a single output sample per input in the training set.

SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech

no code implementations14 Nov 2022 Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans

Text-to-speech (TTS) models have achieved remarkable naturalness in recent years, yet like most deep neural models, they have more parameters than necessary.

EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models

no code implementations22 Sep 2022 Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman

In this work, we seek to answer the question: what are the characteristics of selected sparse techniques on the performance and model complexity?

Speech Synthesis Text-To-Speech Synthesis

Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil

no code implementations8 Jul 2021 Huayun Zhang, Ke Shi, Nancy F. Chen

While speech evaluation on English has been popular, automatic speech scoring on low resource languages remains challenging.

Representation Learning

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