TopSeg: A Multi-Scale Topological Framework for Data-Efficient Heart Sound Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Peihong, Li, Zhixin, Liu, Yuxuan, Sang, Rui, Cai, Yiqiang, Tan, Yizhou, Li, Shengchen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DDSC: Dynamic Dual-Signal Curriculum for Data-Efficient Acoustic Scene Classification under Domain Shift
by: Zhang, Peihong, et al.
Published: (2025)
by: Zhang, Peihong, et al.
Published: (2025)
An Entropy-Guided Curriculum Learning Strategy for Data-Efficient Acoustic Scene Classification under Domain Shift
by: Zhang, Peihong, et al.
Published: (2025)
by: Zhang, Peihong, et al.
Published: (2025)
Membership Inference Attack Against Music Diffusion Models via Generative Manifold Perturbation
by: Liu, Yuxuan, et al.
Published: (2026)
by: Liu, Yuxuan, et al.
Published: (2026)
TF-SepNet: An Efficient 1D Kernel Design in CNNs for Low-Complexity Acoustic Scene Classification
by: Cai, Yiqiang, et al.
Published: (2023)
by: Cai, Yiqiang, et al.
Published: (2023)
Training a Perceptual Model for Evaluating Auditory Similarity in Music Adversarial Attack
by: Liu, Yuxuan, et al.
Published: (2025)
by: Liu, Yuxuan, et al.
Published: (2025)
MAIA: An Inpainting-Based Approach for Music Adversarial Attacks
by: Liu, Yuxuan, et al.
Published: (2025)
by: Liu, Yuxuan, et al.
Published: (2025)
Leveraging Self-supervised Audio Representations for Data-Efficient Acoustic Scene Classification
by: Cai, Yiqiang, et al.
Published: (2024)
by: Cai, Yiqiang, et al.
Published: (2024)
NMCSE: Noise-Robust Multi-Modal Coupling Signal Estimation Method via Optimal Transport for Cardiovascular Disease Detection
by: Zhang, Peihong, et al.
Published: (2025)
by: Zhang, Peihong, et al.
Published: (2025)
Improving Acoustic Scene Classification with City Features
by: Cai, Yiqiang, et al.
Published: (2025)
by: Cai, Yiqiang, et al.
Published: (2025)
SceneGuard: Training-Time Voice Protection with Scene-Consistent Audible Background Noise
by: Sang, Rui, et al.
Published: (2025)
by: Sang, Rui, et al.
Published: (2025)
Remix the Timbre: Diffusion-Based Style Transfer Across Polyphonic Stems
by: Chen, Leduo, et al.
Published: (2026)
by: Chen, Leduo, et al.
Published: (2026)
Exploring Differences between Human Perception and Model Inference in Audio Event Recognition
by: Tan, Yizhou, et al.
Published: (2024)
by: Tan, Yizhou, et al.
Published: (2024)
AudioGS: Spectrogram-Based Audio Gaussian Splatting for Sound Field Reconstruction
by: Bi, Chunhao, et al.
Published: (2026)
by: Bi, Chunhao, et al.
Published: (2026)
SegTune: Structured and Fine-Grained Control for Song Generation
by: Cai, Pengfei, et al.
Published: (2025)
by: Cai, Pengfei, et al.
Published: (2025)
Heart Sound Segmentation Using Deep Learning Techniques
by: Madine, Manas
Published: (2024)
by: Madine, Manas
Published: (2024)
Multi-scale Scanning Network for Machine Anomalous Sound Detection
by: Zhang, Yucong, et al.
Published: (2025)
by: Zhang, Yucong, et al.
Published: (2025)
Scaling to Multimodal and Multichannel Heart Sound Classification with Synthetic and Augmented Biosignals
by: Marocchi, Milan, et al.
Published: (2025)
by: Marocchi, Milan, et al.
Published: (2025)
C2GA: A Class-Controllable Generative Augmentation Framework for Respiratory Sound Classification
by: Ma, Ziqi, et al.
Published: (2026)
by: Ma, Ziqi, et al.
Published: (2026)
HSDreport: Heart Sound Diagnosis with Echocardiography Reports
by: Zhao, Zihan, et al.
Published: (2024)
by: Zhao, Zihan, et al.
Published: (2024)
Vision Transformer Segmentation for Visual Bird Sound Denoising
by: Kumar, Sahil, et al.
Published: (2024)
by: Kumar, Sahil, et al.
Published: (2024)
Metric Analysis for Spatial Semantic Segmentation of Sound Scenes
by: Mishra, Mayank, et al.
Published: (2025)
by: Mishra, Mayank, et al.
Published: (2025)
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era
by: Ren, Zhao, et al.
Published: (2023)
by: Ren, Zhao, et al.
Published: (2023)
Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and A Fourier Kolmogorov-Arnold Framework
by: Li, Linfei, et al.
Published: (2026)
by: Li, Linfei, et al.
Published: (2026)
Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network
by: Hassanuzzaman, Md, et al.
Published: (2024)
by: Hassanuzzaman, Md, et al.
Published: (2024)
UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion
by: Li, Zhaoqing, et al.
Published: (2026)
by: Li, Zhaoqing, et al.
Published: (2026)
ENACT-Heart -- ENsemble-based Assessment Using CNN and Transformer on Heart Sounds
by: Han, Jiho, et al.
Published: (2025)
by: Han, Jiho, et al.
Published: (2025)
WhispSynth: Scaling Multilingual Whisper Corpus through Real Data Curation and A Novel Pitch-free Generative Framework
by: Tan, Tianyi, et al.
Published: (2026)
by: Tan, Tianyi, et al.
Published: (2026)
A Semantically Consistent Dataset for Data-Efficient Query-Based Universal Sound Separation
by: Li, Kai, et al.
Published: (2026)
by: Li, Kai, et al.
Published: (2026)
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack
by: Arefeen, Ridwan, et al.
Published: (2025)
by: Arefeen, Ridwan, et al.
Published: (2025)
Language-Queried Target Sound Extraction Without Parallel Training Data
by: Ma, Hao, et al.
Published: (2024)
by: Ma, Hao, et al.
Published: (2024)
SegAug: CTC-Aligned Segmented Augmentation For Robust RNN-Transducer Based Speech Recognition
by: Le, Khanh, et al.
Published: (2025)
by: Le, Khanh, et al.
Published: (2025)
When Vision Speaks for Sound
by: Wen, Xiaofei, et al.
Published: (2026)
by: Wen, Xiaofei, et al.
Published: (2026)
Elastic Net Regularization and Gabor Dictionary for Classification of Heart Sound Signals using Deep Learning
by: Fakhry, Mahmoud, et al.
Published: (2026)
by: Fakhry, Mahmoud, et al.
Published: (2026)
A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection
by: Kheir, Yassine El, et al.
Published: (2025)
by: Kheir, Yassine El, et al.
Published: (2025)
TDFNet: An Efficient Audio-Visual Speech Separation Model with Top-down Fusion
by: Pegg, Samuel, et al.
Published: (2024)
by: Pegg, Samuel, et al.
Published: (2024)
UniWhisper: Efficient Continual Multi-task Training for Robust Universal Audio Representation
by: Chen, Yuxuan, et al.
Published: (2026)
by: Chen, Yuxuan, et al.
Published: (2026)
Latent Multi-view Learning for Robust Environmental Sound Representations
by: Ding, Sivan, et al.
Published: (2025)
by: Ding, Sivan, et al.
Published: (2025)
Geo-ATBench: A Benchmark for Geospatial Audio Tagging with Geospatial Semantic Context
by: Hou, Yuanbo, et al.
Published: (2026)
by: Hou, Yuanbo, et al.
Published: (2026)
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN
by: Latifi, Seyed Amir, et al.
Published: (2024)
by: Latifi, Seyed Amir, et al.
Published: (2024)
FluentEditor2: Text-based Speech Editing by Modeling Multi-Scale Acoustic and Prosody Consistency
by: Liu, Rui, et al.
Published: (2024)
by: Liu, Rui, et al.
Published: (2024)
Similar Items
-
DDSC: Dynamic Dual-Signal Curriculum for Data-Efficient Acoustic Scene Classification under Domain Shift
by: Zhang, Peihong, et al.
Published: (2025) -
An Entropy-Guided Curriculum Learning Strategy for Data-Efficient Acoustic Scene Classification under Domain Shift
by: Zhang, Peihong, et al.
Published: (2025) -
Membership Inference Attack Against Music Diffusion Models via Generative Manifold Perturbation
by: Liu, Yuxuan, et al.
Published: (2026) -
TF-SepNet: An Efficient 1D Kernel Design in CNNs for Low-Complexity Acoustic Scene Classification
by: Cai, Yiqiang, et al.
Published: (2023) -
Training a Perceptual Model for Evaluating Auditory Similarity in Music Adversarial Attack
by: Liu, Yuxuan, et al.
Published: (2025)