Search Results for author: Anderson S. Soares

Found 4 papers, 1 papers with code

CML-TTS A Multilingual Dataset for Speech Synthesis in Low-Resource Languages

no code implementations16 Jun 2023 Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Anderson S. Soares, Arlindo R. Galvão Filho

In this paper, we present CML-TTS, a recursive acronym for CML-Multi-Lingual-TTS, a new Text-to-Speech (TTS) dataset developed at the Center of Excellence in Artificial Intelligence (CEIA) of the Federal University of Goias (UFG).

Speech Synthesis

Evaluation of Speech Representations for MOS prediction

1 code implementation16 Jun 2023 Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Lucas R. S. Gris, Anderson S. Soares, Arlindo R. Galvão Filho

Among the supervised and self-supervised learning models using BRSpeechMOS, Whisper-Small achieved the best linear correlation of 0. 6980, and the speaker verification model, SpeakerNet, had linear correlation of 0. 6963.

Self-Supervised Learning Speaker Verification

Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time

no code implementations20 Mar 2020 Rafael T. Sousa, Lucas A. Pereira, Anderson S. Soares

Supervised learning with irregularly sampled time series have been a challenge to Machine Learning methods due to the obstacle of dealing with irregular time intervals.

BIG-bench Machine Learning Time Series +1

Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks

no code implementations23 Nov 2018 Rafael T. Sousa, Lucas A. Pereira, Anderson S. Soares

In this paper we describe the first half of a work-in-progress developed within a health plan provider with ROC curve ranging from 0. 81 to 0. 83.

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