Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Bereuter, Paul A., Stahl, Benjamin, Plumbley, Mark D., Sontacchi, Alois |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Embedding-Based Intrusive Evaluation Metrics for Musical Source Separation Using MERT Representations
by: Bereuter, Paul A., et al.
Published: (2026)
by: Bereuter, Paul A., et al.
Published: (2026)
Zero-Shot Duet Singing Voices Separation with Diffusion Models
by: Yu, Chin-Yun, et al.
Published: (2023)
by: Yu, Chin-Yun, et al.
Published: (2023)
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)
InstructSing: High-Fidelity Singing Voice Generation via Instructing Yourself
by: Zeng, Chang, et al.
Published: (2024)
by: Zeng, Chang, et al.
Published: (2024)
DJCM: A Deep Joint Cascade Model for Singing Voice Separation and Vocal Pitch Estimation
by: Wei, Haojie, et al.
Published: (2024)
by: Wei, Haojie, et al.
Published: (2024)
Robust Speech Activity Detection in the Presence of Singing Voice
by: Grundhuber, Philipp, et al.
Published: (2025)
by: Grundhuber, Philipp, et al.
Published: (2025)
SingIt! Singer Voice Transformation
by: Eliav, Amit, et al.
Published: (2024)
by: Eliav, Amit, et al.
Published: (2024)
TokSing: Singing Voice Synthesis based on Discrete Tokens
by: Wu, Yuning, et al.
Published: (2024)
by: Wu, Yuning, et al.
Published: (2024)
Jointly Recognizing Speech and Singing Voices Based on Multi-Task Audio Source Separation
by: Bai, Ye, et al.
Published: (2024)
by: Bai, Ye, et al.
Published: (2024)
FlowSep: Language-Queried Sound Separation with Rectified Flow Matching
by: Yuan, Yi, et al.
Published: (2024)
by: Yuan, Yi, et al.
Published: (2024)
FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion
by: Ferreira, Alef Iury Siqueira, et al.
Published: (2025)
by: Ferreira, Alef Iury Siqueira, et al.
Published: (2025)
Towards Source Attribution of Singing Voice Deepfake with Multimodal Foundation Models
by: Phukan, Orchid Chetia, et al.
Published: (2025)
by: Phukan, Orchid Chetia, et al.
Published: (2025)
PolySinger: Singing-Voice to Singing-Voice Translation from English to Japanese
by: Antonisen, Silas, et al.
Published: (2024)
by: Antonisen, Silas, et al.
Published: (2024)
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)
An Extensive Analysis of the Singing Voice Conversion Challenge 2025 Evaluation Results
by: Violeta, Lester Phillip, et al.
Published: (2025)
by: Violeta, Lester Phillip, et al.
Published: (2025)
SingVERSE: A Diverse, Real-World Benchmark for Singing Voice Enhancement
by: Jiang, Shaohan, et al.
Published: (2025)
by: Jiang, Shaohan, et al.
Published: (2025)
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)
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)
Musical Source Separation Bake-Off: Comparing Objective Metrics with Human Perception
by: Jaffe, Noah, et al.
Published: (2025)
by: Jaffe, Noah, et al.
Published: (2025)
Robust Singing Voice Transcription Serves Synthesis
by: Li, Ruiqi, et al.
Published: (2024)
by: Li, Ruiqi, et al.
Published: (2024)
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)
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)
SingFake: Singing Voice Deepfake Detection
by: Zang, Yongyi, et al.
Published: (2023)
by: Zang, Yongyi, et al.
Published: (2023)
CONTUNER: Singing Voice Beautifying with Pitch and Expressiveness Condition
by: Wang, Jianzong, et al.
Published: (2024)
by: Wang, Jianzong, et al.
Published: (2024)
UNMIXX: Untangling Highly Correlated Singing Voices Mixtures
by: Jung, Jihoo, et al.
Published: (2026)
by: Jung, Jihoo, et al.
Published: (2026)
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)
S$^2$Voice: Style-Aware Autoregressive Modeling with Enhanced Conditioning for Singing Style Conversion
by: Wang, Ziqian, et al.
Published: (2026)
by: Wang, Ziqian, et al.
Published: (2026)
Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities
by: Liang, Jinhua, et al.
Published: (2023)
by: Liang, Jinhua, et al.
Published: (2023)
Facing the Music: Tackling Singing Voice Separation in Cinematic Audio Source Separation
by: Watcharasupat, Karn N., et al.
Published: (2024)
by: Watcharasupat, Karn N., et al.
Published: (2024)
CSSinger: End-to-End Chunkwise Streaming Singing Voice Synthesis System Based on Conditional Variational Autoencoder
by: Cui, Jianwei, et al.
Published: (2024)
by: Cui, Jianwei, et al.
Published: (2024)
SingVisio: Visual Analytics of Diffusion Model for Singing Voice Conversion
by: Xue, Liumeng, et al.
Published: (2024)
by: Xue, Liumeng, et al.
Published: (2024)
AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models
by: Bai, Jisheng, et al.
Published: (2024)
by: Bai, Jisheng, et al.
Published: (2024)
Objective Measurements of Voice Quality
by: Dhamyal, Hira, et al.
Published: (2024)
by: Dhamyal, Hira, et al.
Published: (2024)
WavCraft: Audio Editing and Generation with Large Language Models
by: Liang, Jinhua, et al.
Published: (2024)
by: Liang, Jinhua, et al.
Published: (2024)
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)
Real-Time and Accurate: Zero-shot High-Fidelity Singing Voice Conversion with Multi-Condition Flow Synthesis
by: Li, Hui, et al.
Published: (2024)
by: Li, Hui, et al.
Published: (2024)
Improving Data Augmentation-based Cross-Speaker Style Transfer for TTS with Singing Voice, Style Filtering, and F0 Matching
by: Marques, Leonardo B. de M. M., et al.
Published: (2024)
by: Marques, Leonardo B. de M. M., et al.
Published: (2024)
Similar Items
-
Embedding-Based Intrusive Evaluation Metrics for Musical Source Separation Using MERT Representations
by: Bereuter, Paul A., et al.
Published: (2026) -
Zero-Shot Duet Singing Voices Separation with Diffusion Models
by: Yu, Chin-Yun, et al.
Published: (2023) -
SingNet: Towards a Large-Scale, Diverse, and In-the-Wild Singing Voice Dataset
by: Gu, Yicheng, et al.
Published: (2025) -
Singing Voice Graph Modeling for SingFake Detection
by: Chen, Xuanjun, et al.
Published: (2024) -
InstructSing: High-Fidelity Singing Voice Generation via Instructing Yourself
by: Zeng, Chang, et al.
Published: (2024)