Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches
Fuente:
arXiv
Saved in:
| Main Authors: | Pan, Changhao, Yao, Dongyu, Zhang, Yu, Guo, Wenxiang, Lu, Jingyu, Zhu, Zhiyuan, Zhao, Zhou |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
BiSinger: Bilingual Singing Voice Synthesis
by: Zhou, Huali, et al.
Published: (2023)
by: Zhou, Huali, et al.
Published: (2023)
SingIt! Singer Voice Transformation
by: Eliav, Amit, et al.
Published: (2024)
by: Eliav, Amit, et al.
Published: (2024)
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation
by: Guo, Wenxiang, et al.
Published: (2025)
by: Guo, Wenxiang, et al.
Published: (2025)
ASAudio: A Survey of Advanced Spatial Audio Research
by: Zhu, Zhiyuan, et al.
Published: (2025)
by: Zhu, Zhiyuan, et al.
Published: (2025)
VS-Singer: Vision-Guided Stereo Singing Voice Synthesis with Consistency Schrödinger Bridge
by: Zhao, Zijing, et al.
Published: (2025)
by: Zhao, Zijing, et al.
Published: (2025)
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis
by: Zhang, Yu, et al.
Published: (2023)
by: Zhang, Yu, et al.
Published: (2023)
PerformSinger: Multimodal Singing Voice Synthesis Leveraging Synchronized Lip Cues from Singing Performance Videos
by: Gu, Ke, et al.
Published: (2025)
by: Gu, Ke, et al.
Published: (2025)
TokSing: Singing Voice Synthesis based on Discrete Tokens
by: Wu, Yuning, et al.
Published: (2024)
by: Wu, Yuning, et al.
Published: (2024)
Period Singer: Integrating Periodic and Aperiodic Variational Autoencoders for Natural-Sounding End-to-End Singing Voice Synthesis
by: Kim, Taewoo, et al.
Published: (2024)
by: Kim, Taewoo, et al.
Published: (2024)
Robust Singing Voice Transcription Serves Synthesis
by: Li, Ruiqi, et al.
Published: (2024)
by: Li, Ruiqi, et al.
Published: (2024)
ISDrama: Immersive Spatial Drama Generation through Multimodal Prompting
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
SoulX-Singer: Towards High-Quality Zero-Shot Singing Voice Synthesis
by: Qian, Jiale, et al.
Published: (2026)
by: Qian, Jiale, et al.
Published: (2026)
YingMusic-Singer-Plus: Controllable Singing Voice Synthesis with Flexible Lyric Manipulation and Annotation-free Melody Guidance
by: Hao, Chunbo, et al.
Published: (2026)
by: Hao, Chunbo, et al.
Published: (2026)
MuSE-SVS: Multi-Singer Emotional Singing Voice Synthesizer that Controls Emotional Intensity
by: Kim, Sungjae, et al.
Published: (2022)
by: Kim, Sungjae, et al.
Published: (2022)
Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt
by: Wang, Yongqi, et al.
Published: (2024)
by: Wang, Yongqi, et al.
Published: (2024)
GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
by: Zhang, Yu, et al.
Published: (2024)
by: Zhang, Yu, et al.
Published: (2024)
TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control
by: Zhang, Yu, et al.
Published: (2024)
by: Zhang, Yu, et al.
Published: (2024)
Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion
by: Li, Ruiqi, et al.
Published: (2024)
by: Li, Ruiqi, et al.
Published: (2024)
LDM-SVC: Latent Diffusion Model Based Zero-Shot Any-to-Any Singing Voice Conversion with Singer Guidance
by: Chen, Shihao, et al.
Published: (2024)
by: Chen, Shihao, et al.
Published: (2024)
Versatile Framework for Song Generation with Prompt-based Control
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
Neural Concatenative Singing Voice Conversion: Rethinking Concatenation-Based Approach for One-Shot Singing Voice Conversion
by: Sha, Binzhu, et al.
Published: (2023)
by: Sha, Binzhu, et al.
Published: (2023)
Everyone-Can-Sing: Zero-Shot Singing Voice Synthesis and Conversion with Speech Reference
by: Dai, Shuqi, et al.
Published: (2025)
by: Dai, Shuqi, et al.
Published: (2025)
ConSinger: Efficient High-Fidelity Singing Voice Generation with Minimal Steps
by: Song, Yulin, et al.
Published: (2024)
by: Song, Yulin, et al.
Published: (2024)
InstructSing: High-Fidelity Singing Voice Generation via Instructing Yourself
by: Zeng, Chang, et al.
Published: (2024)
by: Zeng, Chang, et al.
Published: (2024)
Zero-Shot Sing Voice Conversion: built upon clustering-based phoneme representations
by: Zhou, Wangjin, et al.
Published: (2024)
by: Zhou, Wangjin, et al.
Published: (2024)
Enhancing Spectrogram Realism in Singing Voice Synthesis via Explicit Bandwidth Extension Prior to Vocoder
by: Yang, Runxuan, et al.
Published: (2025)
by: Yang, Runxuan, et al.
Published: (2025)
Muskits-ESPnet: A Comprehensive Toolkit for Singing Voice Synthesis in New Paradigm
by: Wu, Yuning, et al.
Published: (2024)
by: Wu, Yuning, et al.
Published: (2024)
Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis
by: Kim, Tae-Woo, et al.
Published: (2022)
by: Kim, Tae-Woo, et al.
Published: (2022)
Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired Wavetables
by: Yu, Chin-Yun, et al.
Published: (2023)
by: Yu, Chin-Yun, et al.
Published: (2023)
SiFiSinger: A High-Fidelity End-to-End Singing Voice Synthesizer based on Source-filter Model
by: Cui, Jianwei, et al.
Published: (2024)
by: Cui, Jianwei, et al.
Published: (2024)
SingMOS: An extensive Open-Source Singing Voice Dataset for MOS Prediction
by: Tang, Yuxun, et al.
Published: (2024)
by: Tang, Yuxun, et al.
Published: (2024)
SingVERSE: A Diverse, Real-World Benchmark for Singing Voice Enhancement
by: Jiang, Shaohan, et al.
Published: (2025)
by: Jiang, Shaohan, et al.
Published: (2025)
Accompanied Singing Voice Synthesis with Fully Text-controlled Melody
by: Li, Ruiqi, et al.
Published: (2024)
by: Li, Ruiqi, et al.
Published: (2024)
Singing Voice Data Scaling-up: An Introduction to ACE-Opencpop and ACE-KiSing
by: Shi, Jiatong, et al.
Published: (2024)
by: Shi, Jiatong, et al.
Published: (2024)
SingNet: Towards a Large-Scale, Diverse, and In-the-Wild Singing Voice Dataset
by: Gu, Yicheng, et al.
Published: (2025)
by: Gu, Yicheng, et al.
Published: (2025)
Singing Voice Graph Modeling for SingFake Detection
by: Chen, Xuanjun, et al.
Published: (2024)
by: Chen, Xuanjun, et al.
Published: (2024)
RDSinger: Reference-based Diffusion Network for Singing Voice Synthesis
by: Sui, Kehan, et al.
Published: (2024)
by: Sui, Kehan, et al.
Published: (2024)
Leveraging Diverse Semantic-based Audio Pretrained Models for Singing Voice Conversion
by: Zhang, Xueyao, et al.
Published: (2023)
by: Zhang, Xueyao, et al.
Published: (2023)
VISinger2+: End-to-End Singing Voice Synthesis Augmented by Self-Supervised Learning Representation
by: Yu, Yifeng, et al.
Published: (2024)
by: Yu, Yifeng, et al.
Published: (2024)
Similar Items
-
TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis
by: Zhang, Yu, et al.
Published: (2025) -
BiSinger: Bilingual Singing Voice Synthesis
by: Zhou, Huali, et al.
Published: (2023) -
SingIt! Singer Voice Transformation
by: Eliav, Amit, et al.
Published: (2024) -
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation
by: Guo, Wenxiang, et al.
Published: (2025) -
ASAudio: A Survey of Advanced Spatial Audio Research
by: Zhu, Zhiyuan, et al.
Published: (2025)