Cover Image

Mamba2 Meets Silence: Robust Vocal Source Separation for Sparse Regions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Euiyeon, Choi, Yong-Hoon
Format:	Preprint
Published:	2025
Subjects:	Sound Artificial Intelligence Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mitigating Latent Mismatch in cVAE-Based Singing Voice Synthesis via Flow Matching
by: Yun, Minhyeok, et al.
Published: (2026)

WoW-Bench: Evaluating Fine-Grained Acoustic Perception in Audio-Language Models via Marine Mammal Vocalizations
by: Kim, Jaeyeon, et al.
Published: (2025)

User-guided Generative Source Separation
by: Wen, Yutong, et al.
Published: (2025)

VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation
by: Kim, Yubin, et al.
Published: (2025)

Quantum-Inspired Genetic Algorithm for Robust Source Separation in Smart City Acoustics
by: Quan, Minh K., et al.
Published: (2025)

Source Separation & Automatic Transcription for Music
by: Derby, Bradford, et al.
Published: (2024)

Learning Marmoset Vocal Patterns with a Masked Autoencoder for Robust Call Segmentation, Classification, and Caller Identification
by: Wu, Bin, et al.
Published: (2024)

Music Source Restoration with Ensemble Separation and Targeted Reconstruction
by: Deng, Xinlong, et al.
Published: (2026)

SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation
by: Mu, Da, et al.
Published: (2024)

Mamba-SEUNet: Mamba UNet for Monaural Speech Enhancement
by: Wang, Junyu, et al.
Published: (2024)

Performance Improvement of Language-Queried Audio Source Separation Based on Caption Augmentation From Large Language Models for DCASE Challenge 2024 Task 9
by: Lee, Do Hyun, et al.
Published: (2024)

Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding
by: Nguyen, Tan Dat, et al.
Published: (2024)

Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super Resolution
by: Lee, Yongjoon, et al.
Published: (2024)

AISTAT lab system for DCASE2025 Task6: Language-based audio retrieval
by: Kim, Hyun Jun, et al.
Published: (2025)

DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization
by: Lee, Geonyoung, et al.
Published: (2025)

Learning Physiology-Informed Vocal Spectrotemporal Representations for Speech Emotion Recognition
by: Zhang, Xu, et al.
Published: (2026)

Spectral Mapping of Singing Voices: U-Net-Assisted Vocal Segmentation
by: Sorrenti, Adam
Published: (2024)

Multimodal Laryngoscopic Video Analysis for Assisted Diagnosis of Vocal Fold Paralysis
by: Zhang, Yucong, et al.
Published: (2024)

MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation
by: Wei, Haojie, et al.
Published: (2025)

TISDiSS: A Training-Time and Inference-Time Scalable Framework for Discriminative Source Separation
by: Feng, Yongsheng, et al.
Published: (2025)

NV-Bench: Benchmark of Nonverbal Vocalization Synthesis for Expressive Text-to-Speech Generation
by: Ni, Qinke, et al.
Published: (2026)

Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing
by: Shim, Hye-jin, et al.
Published: (2024)

Beyond Discrete Categories: Multi-Task Valence-Arousal Modeling for Pet Vocalization Analysis
by: Huang, Junyao, et al.
Published: (2025)

Mel-RoFormer for Vocal Separation and Vocal Melody Transcription
by: Wang, Ju-Chiang, et al.
Published: (2024)

An Investigation of Incorporating Mamba for Speech Enhancement
by: Chao, Rong, et al.
Published: (2024)

MNV-17: A High-Quality Performative Mandarin Dataset for Nonverbal Vocalization Recognition in Speech
by: Mai, Jialong, et al.
Published: (2025)

EnCLAP: Combining Neural Audio Codec and Audio-Text Joint Embedding for Automated Audio Captioning
by: Kim, Jaeyeon, et al.
Published: (2024)

Expanding on EnCLAP with Auxiliary Retrieval Model for Automated Audio Captioning
by: Kim, Jaeyeon, et al.
Published: (2024)

EnCLAP++: Analyzing the EnCLAP Framework for Optimizing Automated Audio Captioning Performance
by: Kim, Jaeyeon, et al.
Published: (2024)

BERT-APC: A Reference-free Framework for Automatic Pitch Correction via Musical Context Inference
by: Kim, Sungjae, et al.
Published: (2025)

ZeSTA: Zero-Shot TTS Augmentation with Domain-Conditioned Training for Data-Efficient Personalized Speech Synthesis
by: Choi, Youngwon, et al.
Published: (2026)

Learning What To Hear: Boosting Sound-Source Association For Robust Audiovisual Instance Segmentation
by: Seo, Jinbae, et al.
Published: (2025)

Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation
by: Zhang, Jincheng, et al.
Published: (2025)

Audio Mamba: Bidirectional State Space Model for Audio Representation Learning
by: Erol, Mehmet Hamza, et al.
Published: (2024)

Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations
by: Yadav, Sarthak, et al.
Published: (2024)

Audio Mamba: Pretrained Audio State Space Model For Audio Tagging
by: Lin, Jiaju, et al.
Published: (2024)

DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification
by: Lee, Dongheon, et al.
Published: (2024)

MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement
by: Kühne, Nikolai Lund, et al.
Published: (2025)

Facing the Music: Tackling Singing Voice Separation in Cinematic Audio Source Separation
by: Watcharasupat, Karn N., et al.
Published: (2024)

Study of the Performance of CEEMDAN in Underdetermined Speech Separation
by: Melhem, Rawad, et al.
Published: (2024)