Cover Image

SS-DPPN: A self-supervised dual-path foundation model for the generalizable cardiac audio representation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Muna, Ummy Maria, Shawon, Md Mehedi Hasan, Jobayer, Md, Akter, Sumaiya, Hasan, Md Rakibul, Alam, Md. Golam Rabiul
Format:	Preprint
Published:	2025
Subjects:	Sound Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Interpretable Heart Disease Prediction via a Weighted Ensemble Model: A Large-Scale Study with SHAP and Surrogate Decision Trees
by: Hasnat, Md Abrar, et al.
Published: (2025)

FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time
by: Jobayer, Md, et al.
Published: (2024)

SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification
by: Muna, Ummay Maria, et al.
Published: (2025)

An Explainable Vision-Language Model Framework with Adaptive PID-Tversky Loss for Lumbar Spinal Stenosis Diagnosis
by: Sk., Md. Sajeebul Islam, et al.
Published: (2026)

FoundationalECGNet: A Lightweight Foundational Model for ECG-based Multitask Cardiac Analysis
by: Sk., Md. Sajeebul Islam, et al.
Published: (2025)

Frequency-Specific Neural Response and Cross-Correlation Analysis of Envelope Following Responses to Native Speech and Music Using Multichannel EEG Signals: A Case Study
by: Hasan, Md. Mahbub, et al.
Published: (2025)

CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization
by: Naznin, Mst. Fahmida Sultana, et al.
Published: (2025)

Attentive Dilated Convolution for Automatic Sleep Staging using Force-directed Layout
by: Jobayer, Md, et al.
Published: (2024)

Bangla Music Genre Classification Using Bidirectional LSTMS
by: Rahaman, Muntakimur, et al.
Published: (2026)

Emotion Detection in Speech Using Lightweight and Transformer-Based Models: A Comparative and Ablation Study
by: Onyekwelu-Udoka, Lucky, et al.
Published: (2025)

Artificial Neural Networks to Recognize Speakers Division from Continuous Bengali Speech
by: Ali, Hasmot, et al.
Published: (2024)

Zero-Shot to Zero-Lies: Detecting Bengali Deepfake Audio through Transfer Learning
by: Samu, Most. Sharmin Sultana, et al.
Published: (2025)

FAARM: Firmware Attestation and Authentication Framework for Mali GPUs
by: Hasan, Md. Mehedi
Published: (2025)

AxLSTMs: learning self-supervised audio representations with xLSTMs
by: Yadav, Sarthak, et al.
Published: (2024)

Erase to Retain: Low Rank Adaptation Guided Selective Unlearning in Medical Segmentation Networks
by: Datta, Nirjhor, et al.
Published: (2025)

Retrieval Augmented Enhanced Dual Co-Attention Framework for Target Aware Multimodal Bengali Hateful Meme Detection
by: Tanvir, Raihan, et al.
Published: (2026)

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla
by: Ridoy, Md Sazzadul Islam, et al.
Published: (2025)

Investigating self-supervised representations for audio-visual deepfake detection
by: Boldisor, Dragos-Alexandru, et al.
Published: (2025)

DUA-D2C: Dynamic Uncertainty Aware Method for Overfitting Remediation in Deep Learning
by: Siddiqui, Md. Saiful Bari, et al.
Published: (2024)

Less Is More? Selective Visual Attention to High-Importance Regions for Multimodal Radiology Summarization
by: Naznin, Mst. Fahmida Sultana, et al.
Published: (2026)

oboVox Far Field Speaker Recognition: A Novel Data Augmentation Approach with Pretrained Models
by: Dip, Muhammad Sudipto Siam, et al.
Published: (2024)

Exploring bat song syllable representations in self-supervised audio encoders
by: Kloots, Marianne de Heer, et al.
Published: (2024)

Socio-demographic Determinants of Child Malnutrition Age 0-5 years in Bangladesh: NB and ZINB Approaches
by: Bhuiyan, Md Mehedi Hasan
Published: (2024)

The Rule of link functions on Binomial Regression Model: A Cross Sectional Study on Child Malnutrition, Bangladesh
by: Bhuiyan, Md Mehedi Hasan
Published: (2024)

Explainable Multi-Modal Deep Learning for Automatic Detection of Lung Diseases from Respiratory Audio Signals
by: Saky, S M Asiful Islam, et al.
Published: (2025)

An overview of neural architectures for self-supervised audio representation learning from masked spectrograms
by: Yadav, Sarthak, et al.
Published: (2025)

Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection
by: Islam, Md Shofiqul, et al.
Published: (2025)

SynthEnsemble: A Fusion of CNN, Vision Transformer, and Hybrid Models for Multi-Label Chest X-Ray Classification
by: Ashraf, S. M. Nabil, et al.
Published: (2023)

OBHS: An Optimized Block Huffman Scheme for Real-Time Audio Compression
by: Mahfi, Muntahi Safwan, et al.
Published: (2025)

Prompting with Sign Parameters for Low-resource Sign Language Instruction Generation
by: Tariquzzaman, Md, et al.
Published: (2025)

A Computer Vision Based Approach for Stalking Detection Using a CNN-LSTM-MLP Hybrid Fusion Model
by: Hasan, Murad, et al.
Published: (2024)

BanglaRobustNet: A Hybrid Denoising-Attention Architecture for Robust Bangla Speech Recognition
by: Ridoy, Md Sazzadul Islam, et al.
Published: (2026)

Automatic Speech Recognition in the Modern Era: Architectures, Training, and Evaluation
by: Nayeem, Md., et al.
Published: (2025)

A Constrained Optimization approach for Ultrasound Shear Wave Speed Estimation with Time-Lateral Plane Cleaning
by: Alam, Md. Jahin, et al.
Published: (2024)

Performance Analysis for Deterministic System using Time Sensitive Network
by: Hasan, Md Mehedi, et al.
Published: (2024)

Context-Aware Asymmetric Ensembling for Interpretable Retinopathy of Prematurity Screening via Active Query and Vascular Attention
by: Hassan, Md. Mehedi, et al.
Published: (2026)

ARIONet: An Advanced Self-supervised Contrastive Representation Network for Birdsong Classification and Future Frame Prediction
by: Rahman, Md. Abdur, et al.
Published: (2025)

DSTAN-Med: Dual-Channel Spatiotemporal Attention with Physiological Plausibility Filtering for False Data Injection Attack Detection in IoT-Based Medical Devices
by: Hasan, Md Mehedi, et al.
Published: (2026)

A Hybrid Federated Learning Based Ensemble Approach for Lung Disease Diagnosis Leveraging Fusion of SWIN Transformer and CNN
by: Chowdhury, Asif Hasan, et al.
Published: (2026)

Transforming Precision: A Comparative Analysis of Vision Transformers, CNNs, and Traditional ML for Knee Osteoarthritis Severity Diagnosis
by: Apon, Tasnim Sakib, et al.
Published: (2024)