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11/21/2022
Embedding a Differentiable Mel-cepstral Synthesis Filter to a Neural Speech Synthesis System
This paper integrates a classic mel-cepstral synthesis filter into a mod...
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02/15/2021
PeriodNet: A non-autoregressive waveform generation model with a structure separating periodic and aperiodic components
We propose PeriodNet, a non-autoregressive (non-AR) waveform generation ...
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11/10/2019
Transformation of low-quality device-recorded speech to high-quality speech using improved SEGAN model
Nowadays vast amounts of speech data are recorded from low-quality recor...
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10/24/2019
Fast and High-Quality Singing Voice Synthesis System based on Convolutional Neural Networks
The present paper describes singing voice synthesis based on convolution...
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04/27/2019
Neural source-filter waveform models for statistical parametric speech synthesis
Neural waveform models such as WaveNet have demonstrated better performa...
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03/29/2019
Training a Neural Speech Waveform Model using Spectral Losses of Short-Time Fourier Transform and Continuous Wavelet Transform
Recently, we proposed short-time Fourier transform (STFT)-based loss fun...
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03/29/2019
Does the Lombard Effect Improve Emotional Communication in Noise? - Analysis of Emotional Speech Acted in Noise -
Speakers usually adjust their way of talking in noisy environments invol...
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10/29/2018
Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent language
End-to-end speech synthesis is a promising approach that directly conver...
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10/29/2018
Neural source-filter-based waveform model for statistical parametric speech synthesis
Neural waveform models such as the WaveNet are used in many recent text-...
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10/29/2018
STFT spectral loss for training a neural speech waveform model
This paper proposes a new loss using short-time Fourier transform (STFT)...
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07/31/2018
Wasserstein GAN and Waveform Loss-based Acoustic Model Training for Multi-speaker Text-to-Speech Synthesis Systems Using a WaveNet Vocoder
Recent neural networks such as WaveNet and sampleRNN that learn directly...
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04/07/2018
A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis
Recent advances in speech synthesis suggest that limitations such as the...
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03/27/2018