Výsledky vyhledávání - "Roman Korostik"

Assessing Speaker Interpolation in Neural Text-to-Speech

Autor: Roman Korostik, Yannis Stylianou, Sivanand Achanta, Javier Latorre

Publikováno v: Speech and Computer ISBN: 9783030878016
SPECOM

This paper presents a study on voice interpolation in the framework of neural text-to-speech. Two main approaches are considered. The first one consists of adding three independent speaker embeddings at 3 different positions within the model. The sec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5ddc2306a986a7820f2ed76d39cc8831
https://doi.org/10.1007/978-3-030-87802-3_33

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You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation

Autor: Aleksey Svischev, Roman Korostik, Andrei Andrusenko, Sergey V. Rybin, Ivan Medennikov, Aleksandr Laptev

Publikováno v: CISP-BMEI

Data augmentation is one of the most effective ways to make end-to-end automatic speech recognition (ASR) perform close to the conventional hybrid approach, especially when dealing with low-resource tasks. Using recent advances in speech synthesis (t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fb4cdf279746f5b9db30c9b363101f09
http://arxiv.org/abs/2005.07157

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