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researcher

R. Saurous

26 papers hereh-index 2915.6k citations54 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author10
  • last author15

Across the 25 of 26 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI4
  • cs.SD4
  • cs.CL3
  • cs.CV2
  • cs.NE2

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedTensorFlow Distributions

244 citations · 317 across the 13 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2018

Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron

RJ Skerry-Ryan, Eric Battenberg, Ying Xiao +6

We present an extension to the Tacotron speech synthesis architecture that learns a latent embedding space of prosody, derived from a reference acoustic representation containing t…

cs.CL2018

Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis

Yuxuan Wang, Daisy Stanton, Yu Zhang +7

In this work, we propose "global style tokens" (GSTs), a bank of embeddings that are jointly trained within Tacotron, a state-of-the-art end-to-end speech synthesis system. The emb…

cs.CL2017★ 44 cited

Uncovering Latent Style Factors for Expressive Speech Synthesis

Yuxuan Wang, RJ Skerry-Ryan, Ying Xiao +5

Prosodic modeling is a core problem in speech synthesis. The key challenge is producing desirable prosody from textual input containing only phonetic information. In this prelimina…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.