Search Results for author: Oguz Elibol

Found 5 papers, 1 papers with code

Building Synthetic Speaker Profiles in Text-to-Speech Systems

no code implementations7 Feb 2022 Jie Pu, Yixiong Meng, Oguz Elibol

The diversity of speaker profiles in multi-speaker TTS systems is a crucial aspect of its performance, as it measures how many different speaker profiles TTS systems could possibly synthesize.

Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition

no code implementations18 Jun 2021 Ruirui Li, Chelsea J. -T. Ju, Zeya Chen, Hongda Mao, Oguz Elibol, Andreas Stolcke

Based on whether the speech content is constrained or not, both text-dependent (TD) and text-independent (TI) speaker recognition models may be used.

Speaker Identification Speaker Recognition

Scaling Laws for Acoustic Models

no code implementations11 Jun 2021 Jasha Droppo, Oguz Elibol

We extend previous work to jointly predict loss due to model size, to training set size, and to the inherent "irreducible loss" of the task.

Probing emergent geometry in speech models via replica theory

no code implementations28 May 2019 Suchismita Padhy, Jenelle Feather, Cory Stephenson, Oguz Elibol, Hanlin Tang, Josh Mcdermott, SueYeon Chung

The success of deep neural networks in visual tasks have motivated recent theoretical and empirical work to understand how these networks operate.

speech-recognition Speech Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.