Search Results for author: Csaba Zainkó

Found 4 papers, 3 papers with code

Improving Self-Supervised Learning-based MOS Prediction Networks

1 code implementation23 Apr 2022 Bálint Gyires-Tóth, Csaba Zainkó

Telecommunications (for voice and video), and speech synthesis systems (for generated speech) are a few of the many applications of the method.

Quantization Self-Supervised Learning +2

Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging

1 code implementation26 Jul 2021 Csaba Zainkó, László Tóth, Amin Honarmandi Shandiz, Gábor Gosztolya, Alexandra Markó, Géza Németh, Tamás Gábor Csapó

In this paper, we experimented with transfer learning and adaptation of a Tacotron2 text-to-speech model to improve the final synthesis quality of ultrasound-based articulatory-to-acoustic mapping with a limited database.

Transfer Learning

Continuous Wavelet Vocoder-based Decomposition of Parametric Speech Waveform Synthesis

no code implementations12 Jun 2021 Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Csaba Zainkó, Géza Németh

To date, various speech technology systems have adopted the vocoder approach, a method for synthesizing speech waveform that shows a major role in the performance of statistical parametric speech synthesis.

Speech Synthesis

Ultrasound-based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis

1 code implementation6 Aug 2020 Tamás Gábor Csapó, Csaba Zainkó, László Tóth, Gábor Gosztolya, Alexandra Markó

The training target is the 80-dimensional mel-spectrogram, which results in a finer detailed spectral representation than the previously used 25-dimensional Mel-Generalized Cepstrum.

Audio and Speech Processing Sound

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