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Adversarially Trained End-to-end Korean Singing Voice Synthesis System
[article]
2019
arXiv
pre-print
Preserved Fulltext
In this paper, we propose an end-to-end Korean singing voice synthesis system from lyrics and a symbolic melody using the following three novel approaches: 1) phonetic enhancement masking, 2) local conditioning ...
of text and pitch to the super-resolution network, and 3) conditional adversarial training. ...
Conclusions In this paper, we proposed the end-to-end Korean singing vocie synthesis system. ...
arXiv:1908.01919v1
fatcat:322co346tffcvohc6dcajoulj4
Adversarially Trained End-to-End Korean Singing Voice Synthesis System
2019
Interspeech 2019
Preserved Fulltext
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In this paper, we propose an end-to-end Korean singing voice synthesis system from lyrics and a symbolic melody using the following three novel approaches: 1) phonetic enhancement masking, 2) local conditioning ...
of text and pitch to the superresolution network, and 3) conditional adversarial training. ...
Conclusions In this paper, we proposed the end-to-end Korean singing vocie synthesis system. ...
doi:10.21437/interspeech.2019-1722
dblp:conf/interspeech/LeeCJKL19
fatcat:uz3ekgg24zeerczcewvjmfbx5a
N-Singer: A Non-Autoregressive Korean Singing Voice Synthesis System for Pronunciation Enhancement
[article]
2022
arXiv
pre-print
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2021 pre-print arXiv:2106.15205v1 fatcat:l5l2i2x4qfcwzjw2p66wt34iuu
Recently, end-to-end Korean singing voice systems have been designed to generate realistic singing voices. ...
In this paper, we propose N-Singer, a non-autoregressive Korean singing voice system, to synthesize accurate and pronounced Korean singing voices in parallel. ...
The adversarially trained end-to-end Korean SVS system (ATK) [2] has shown the best performance among Korean SVS systems [1] [2] [3] . ...
arXiv:2106.15205v2
fatcat:6zikmdahkfa67pjbdym3zqbppi
A Melody-Unsupervision Model for Singing Voice Synthesis
[article]
2022
arXiv
pre-print
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The proposed model is composed of a phoneme classifier and a singing voice generator jointly trained in an end-to-end manner. ...
One of the main issues in training singing voice synthesis models is that they require melody and lyric labels to be temporally aligned with audio data. ...
We compared our model to the adversarially trained end-to-end Korean SVS model (ATK) [12] as a reference. ...
arXiv:2110.06546v2
fatcat:ren3oknserelvn62ysct2y5q74
SUSing: SU-net for Singing Voice Synthesis
[article]
2022
arXiv
pre-print
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In this paper, we proposed SU-net for singing voice synthesis named SUSing. Synthesizing singing voice is treated as a translation task between lyrics and music score and spectrum. ...
Singing voice synthesis is a generative task that involves multi-dimensional control of the singing model, including lyrics, pitch, and duration, and includes the timbre of the singer and singing skills ...
In this paper, we propose an end-to-end singing voice synthesis method with a Striped U-net (SU-net). ...
arXiv:2205.11841v1
fatcat:eaqmugcyk5elfaakkwkoxiiqia
Rapping-Singing Voice Synthesis based on Phoneme-level Prosody Control
[article]
2021
arXiv
pre-print
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2021 11th ISCA Speech Synthesis Workshop (SSW 11) unpublished doi:10.21437/ssw.2021-21 fatcat:shyovh2qqfbaflg2ez3ruz6nkq
In this paper, a text-to-rapping/singing system is introduced, which can be adapted to any speaker's voice. ...
The proposed system is evaluated via subjective listening tests as well as in comparison to an available alternate system which also aims to produce synthetic singing voice from read-only training data ...
trained, pitch conditioned sequence-to-sequence Korean singing model [11] . ...
arXiv:2111.09146v1
fatcat:fonznraxrvcu7kvaxubkmpe35m
Multi-Singer: Fast Multi-Singer Singing Voice Vocoder With A Large-Scale Corpus
[article]
2021
arXiv
pre-print
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High-fidelity multi-singer singing voice synthesis is challenging for neural vocoder due to the singing voice data shortage, limited singer generalization, and large computational cost. ...
To accelerate singing voice researches in the community, we release a large-scale, multi-singer Chinese singing voice dataset OpenSinger. ...
Choi at all [6] build a Korean singing voice synthesis system using an autoregressive algorithm that generates spectrogram with the boundary equilibrium GAN objective. ...
arXiv:2112.10358v1
fatcat:nmnbeshurbb7xlhlvki4ogguye
MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis
[article]
2021
arXiv
pre-print
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However, prominent neural singing voice synthesis systems suffer from slow inference speed due to their autoregressive design. ...
Inspired by MLP-Mixer, a novel architecture introduced in the vision literature for attention-free image classification, we propose MLP Singer, a parallel Korean singing voice synthesis system. ...
CONCLUSION We present MLP Singer, an all-MLP parallel Korean singing voice synthesis system. ...
arXiv:2106.07886v2
fatcat:zgn4upopl5ecxnt6pz6puvw5we
U-Singer: Multi-Singer Singing Voice Synthesizer that Controls Emotional Intensity
[article]
2022
arXiv
pre-print
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in the training data. ...
During synthesizing singing voices according to the lyrics, pitch, and duration of the music score, U-Singer reflects singer characteristics and emotional intensity by adding variances in pitch, energy ...
Introduction The singing voice synthesis (SVS) system is a generative model that synthesizes singing voices from the lyric, note pitch, and note duration of the music score. ...
arXiv:2203.00931v1
fatcat:s7lk5lq27bdgnapqyp57saaa5a
A Survey on Recent Deep Learning-driven Singing Voice Synthesis Systems
[article]
2021
arXiv
pre-print
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Singing voice synthesis (SVS) is a task that aims to generate audio signals according to musical scores and lyrics. ...
This paper aims to review some of the state-of-the-art deep learning-driven SVS systems. ...
INTRODUCTION A singing voice synthesis (SVS) system is able to generate singing voice from a given musical score. ...
arXiv:2110.02511v1
fatcat:4ou5xepnjbg2todhfu3vrn7p44
Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis
[article]
2022
arXiv
pre-print
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This paper introduces a new open-source platform named Muskits for end-to-end music processing, which mainly focuses on end-to-end singing voice synthesis (E2E-SVS). ...
In addition, we also demonstrate several advanced usages based on the toolkit functionalities, including multilingual training and transfer learning. ...
Introduction Singing voice synthesis (SVS) uses music score and lyrics to generate natural singing voices of a target singer. ...
arXiv:2205.04029v1
fatcat:pp7ozdwwdzgqvgjqnxjpyetqpy
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions
[article]
2020
arXiv
pre-print
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Especially music, the topic of this paper, has attracted widespread attention of countless researchers.The whole process of producing music can be divided into three stages, corresponding to the three ...
This paper attempts to provide an overview of various composition tasks under different music generation levels, covering most of the currently popular music generation tasks using deep learning. ...
[89] proposed a Korean singing voice synthesis system based on LSTM-RNN, and focused on a novel feature synthesis method based on Korean syllable structure, including linguistic features and musical ...
arXiv:2011.06801v1
fatcat:cixou3d2jzertlcpb7kb5x5ery
Hybrid Reality: The Rise of Deepfakes and Diverging Truths
2021
Morals & Machines
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We synthesize implications and conclude with recommendations for how to reach a new consensus on the construction of reality. ...
We argue that this development contributes to a "hybrid reality", a construct of both human perception and technologically driven fabrications. ...
A synthetic video of a Hollywood actor can be used to congratulate friends on their birthday, or the user can sing "My heart will go on" in the voice of Celine Dion. ...
doi:10.5771/2747-5182-2021-1-10
fatcat:tmcjex73uzbxbjlkehvvgmihpm
Hybrid Reality: The Rise of Deepfakes and Diverging Truths
2021
Morals & Machines
Preserved Fulltext
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We synthesize implications and conclude with recommendations for how to reach a new consensus on the construction of reality. ...
We argue that this development contributes to a "hybrid reality", a construct of both human perception and technologically driven fabrications. ...
A synthetic video of a Hollywood actor can be used to congratulate friends on their birthday, or the user can sing "My heart will go on" in the voice of Celine Dion. ...
doi:10.5771/2747-5174-2021-1-10
fatcat:tf4ru5yaybc3tl3ecpcz37mrwy
Hybrid Reality: The Rise of Deepfakes and Diverging Truths
2021
Morals & Machines
Preserved Fulltext
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We synthesize implications and conclude with recommendations for how to reach a new consensus on the construction of reality. ...
We argue that this development contributes to a "hybrid reality", a construct of both human perception and technologically driven fabrications. ...
A synthetic video of a Hollywood actor can be used to congratulate friends on their birthday, or the user can sing "My heart will go on" in the voice of Celine Dion. ...
doi:10.5771/2747-5182-2021-1-12
fatcat:gm5q3yiqg5ep7c7kyr3dmd7ley
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